Complete List of Works

1216 entries « 1 of 61 »
1.

Stefani, Jacopo De

Towards multivariate multi-step-ahead time series forecasting : A machine learning perspective PhD Thesis

2022, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

2.

Ciortan, Madalina

Unsupervised analysis of scRNA-seq data with machine learning models PhD Thesis

2022, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

3.

Ciortan, Madalina; Defrance, Matthieu

GNN-based embedding for clustering scRNA-seq data Journal Article

In: Bioinformatics, vol. 38, no. 4, pp. 1037-1044, 2022, (DOI: 10.1093/bioinformatics/btab787).

Links | BibTeX

4.

Han, The Anh T. A. H.; Lenaerts, Tom; Santos, Francisco C.; Pereira, Luís Moniz

Voluntary safety commitments provide an escape from over-regulation in AI development Journal Article

In: Technology in society, vol. 68, 2022, (DOI: 10.1016/j.techsoc.2021.101843).

Links | BibTeX

5.

Paldino, Gian Marco; Caro, Fabrizio De; Stefani, Jacopo De; Vaccaro, Alfredo A.; Villacci, Domenico D.; Bontempi, Gianluca

A Digital Twin Approach for Improving Estimation Accuracy in Dynamic Thermal Rating of Transmission Lines Journal Article

In: Energies, vol. 15, no. 6, 2022, (DOI: 10.3390/en15062254).

Links | BibTeX

6.

Nachtegael, Charlotte; Gravel, Barbara; Dillen, Arnau; Smits, Guillaume; Nowe, Ann; Papadimitriou, Sofia; Lenaerts, Tom

Scaling up oligogenic diseases research with OLIDA: The Oligogenic Diseases Database Journal Article

In: Database, vol. 2022, 2022, (DOI: 10.1093/database/baac023).

Links | BibTeX

7.

Montero-Porras, Eladio; Grujić, Jelena; Domingos, Elias Fernández; Lenaerts, Tom

Inferring strategies from observations in long iterated Prisoner’s dilemma experiments Journal Article

In: Scientific reports, vol. 12, no. 1, 2022, (DOI: 10.1038/s41598-022-11654-2).

Links | BibTeX

8.

Cimpeanu, Theodor; Santos, Francisco C.; Pereira, Luís Marcelo; Lenaerts, Tom; Han, The Anh T. A. H.

Artificial intelligence development races in heterogeneous settings Journal Article

In: Scientific reports, vol. 12, no. 1, 2022, (DOI: 10.1038/s41598-022-05729-3).

Links | BibTeX

9.

Marquis, Bastien; Jansen, Maarten

Information criteria bias correction for group selection Journal Article

In: Statistical papers, 2022, (Language of publication: fr).

Links | BibTeX

10.

Jansen, Maarten

Wavelets from a Statistical Perspective Book

CRC Press, 2022, (Language of publication: fr).

Links | BibTeX

11.

Buroni, Giovanni

On-Board-Unit big data analytics: from data architecture to traffic forecasting PhD Thesis

2021, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

12.

Han, The Anh T. A. H.; Lenaerts, Tom; Santos, Francisco C; Pereira, Luís Moniz

Voluntary safety commitments provide an escape from over-regulation in AI development Miscellaneous

2021, (Conference: International Conference on Complex Systems(25-29/10/2021: Lyon,France)).

Links | BibTeX

13.

Han, The Anh T. A. H.; Pereira, Luis Moniz; Santos, Francisco C; Lenaerts, Tom

Time-scale Differences will Influence the Regulation Required in an Idealised AI Race Game Miscellaneous

2021, (Conference: International Joint Conference on Artificial Intelligence (IJCAI)(30: 19-26/8/2021: Montreal, Canada)).

Links | BibTeX

14.

Han, The Anh T. A. H.; Pereira, Luis Moniz; Lenaerts, Tom; Santos, Francisco C

Mediating Artificial Intelligence Developments through Negative and Positive Incentives Miscellaneous

2021, (Conference: International Conference on Complex Systems(25-29/10/2021: Lyon, France)).

Links | BibTeX

15.

Cimpeanu, Theodor; Han, The Anh T. A. H.; Santos, Francisco C; Pereira, Luis Moniz; Lenaerts, Tom

Heterogeneous Interactions in Artificial Intelligence Development Races Miscellaneous

2021, (Conference: International Conference on Complex Systems(25-29/10/2021: Lyon. France)).

Links | BibTeX

16.

Domingos, Elias Fernández; Grujić, Jelena; Burguillo, Juan Carlos; Santos, Francisco C; Lenaerts, Tom

Modeling behavioral experiments on uncertainty and cooperation with population-based reinforcement learning Miscellaneous

2021, (Conference: Artificial Life Conference(19-23/7/2021: Prague, Czech Republic)).

Links | BibTeX

17.

Han, The Anh T. A. H.; Pereira, Luís Moniz; Santos, Francisco C; Lenaerts, Tom

Modelling and regulating safety compliance: Game theory lessons from AI development races analyses Miscellaneous

2021, (Conference: AISafety workshop, organised at the International Joint Conference on Artificial Intelligence(30: 19-26/8/2021: Montreal, Canada)).

Links | BibTeX

18.

Bhattacharya, S.; Jansen, Maarten; Lef`evre, Laure; Clette, Frédéric L.

Quality Assessment of Sunspot data using different catalogs Miscellaneous

2021, (Conference: Virtual Conference on Applications of Statistical Methods and Machine Learning in the Space Sciences (17-21 May 2021: Space Science Institute, Boulder, Colorado)).

Links | BibTeX

19.

Verhelst, Theo; Shrestha, Jeevan; Mercier, Denis; Dewitte, Jean Christophe; Bontempi, Gianluca

Predicting Reach to Find Persuadable Customers: Improving Uplift Models for Churn Prevention Journal Article

In: Lecture notes in computer science, vol. 12986 LNAI, pp. 44-54, 2021, (DOI: 10.1007/978-3-030-88942-5_4).

Links | BibTeX

20.

Buroni, Giovanni; Lebichot, Bertrand; Bontempi, Gianluca

AST-MTL: An Attention-based Multi-Task Learning Strategy for Traffic Forecasting Journal Article

In: IEEE access, 2021, (DOI: 10.1109/ACCESS.2021.3083412).

Links | BibTeX

1216 entries « 1 of 61 »

2021

Buroni, Giovanni

On-Board-Unit big data analytics: from data architecture to traffic forecasting PhD Thesis

2021, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Bontempi, Gianluca

Statistical foundations of machine learning Book

2021, (Language of publication: en).

Links | BibTeX

Bontempi, Gianluca; Chavarriaga, Ricardo; eD Canck, Hans; Girardi, Emanuela; Hoos, Holger H; Kilbane-Dawe, Iarla; Ball, Tonio; Nowe, Ann; Sousa, Jose; Bacciu, Davide; Aldinucci, Marco; eD Domenico, Manlio; Saffiotti, Alessandro; Maratea, Marco

The CLAIRE COVID-19 initiative: approach, experiences and recommendations Journal Article

In: Ethics and information technology, 2021, (DOI: 10.1007/s10676-020-09567-7).

Abstract | Links | BibTeX

Buroni, Giovanni; Bontempi, Gianluca; Determe, Karl

A tutorial on network-wide multi-horizon traffic forecasting with deep learning Journal Article

In: CEUR Workshop Proceedings, vol. 2841, 2021, (Language of publication: en).

Abstract | Links | BibTeX

Bhattacharya, S.; Jansen, Maarten; Lef`evre, Laure; Clette, Frédéric L.

Quality Assessment of Sunspot data using different catalogs Miscellaneous

2021, (Conference: Virtual Conference on Applications of Statistical Methods and Machine Learning in the Space Sciences (17-21 May 2021: Space Science Institute, Boulder, Colorado)).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luís Moniz; Santos, Francisco C; Lenaerts, Tom

Modelling and regulating safety compliance: Game theory lessons from AI development races analyses Miscellaneous

2021, (Conference: AISafety workshop, organised at the International Joint Conference on Artificial Intelligence(30: 19-26/8/2021: Montreal, Canada)).

Links | BibTeX

Domingos, Elias Fernández; Grujić, Jelena; Burguillo, Juan Carlos; Santos, Francisco C; Lenaerts, Tom

Modeling behavioral experiments on uncertainty and cooperation with population-based reinforcement learning Miscellaneous

2021, (Conference: Artificial Life Conference(19-23/7/2021: Prague, Czech Republic)).

Links | BibTeX

Cimpeanu, Theodor; Han, The Anh T. A. H.; Santos, Francisco C; Pereira, Luis Moniz; Lenaerts, Tom

Heterogeneous Interactions in Artificial Intelligence Development Races Miscellaneous

2021, (Conference: International Conference on Complex Systems(25-29/10/2021: Lyon. France)).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luis Moniz; Lenaerts, Tom; Santos, Francisco C

Mediating Artificial Intelligence Developments through Negative and Positive Incentives Miscellaneous

2021, (Conference: International Conference on Complex Systems(25-29/10/2021: Lyon, France)).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luis Moniz; Santos, Francisco C; Lenaerts, Tom

Time-scale Differences will Influence the Regulation Required in an Idealised AI Race Game Miscellaneous

2021, (Conference: International Joint Conference on Artificial Intelligence (IJCAI)(30: 19-26/8/2021: Montreal, Canada)).

Links | BibTeX

Han, The Anh T. A. H.; Lenaerts, Tom; Santos, Francisco C; Pereira, Luís Moniz

Voluntary safety commitments provide an escape from over-regulation in AI development Miscellaneous

2021, (Conference: International Conference on Complex Systems(25-29/10/2021: Lyon,France)).

Links | BibTeX

Bontempi, Gianluca

Statistical foundations of machine learning Book

2021, (Language of publication: en).

Links | BibTeX

Bogaerts, Bart; Bontempi, Gianluca; Geurts, Pierre; Harley, Nicolas; Lebichot, Bertrand; Lenaerts, Tom; Louppe, Gilles

Artificial Intelligence and Machine Learning: 31st Benelux AI Conference, BNAIC 2019, and 28th Belgian-Dutch Machine Learning Conference, BENELEARN 2019, Brussels, Belgium, November 6-8, 2019, Revised Selected Papers Book

2021, (DOI: 10.1007/978-3-030-65154-1).

Links | BibTeX

Ciortan, Madalina; Defrance, Matthieu

Contrastive self-supervised clustering of scRNA-seq data. Journal Article

In: BMC bioinformatics, vol. 22, no. 1, pp. 280, 2021, (DOI: 10.1186/s12859-021-04210-8).

Abstract | Links | BibTeX

Walsh, Ian; Fishman, Dmytro; Garcia-Gasulla, Dario; Titma, Tiina; Pollastri, Gianluca; Capriotti, Emidio; Casadio, Rita RC; Capella-Gutierrez, Salvador; Cirillo, Davide; Conte, Alessio Del; Dimopoulos, Alexandros A. C.; Angel, Victoria Dominguez Del; Dopazo, Joaquin; Fariselli, Piero; Fernández, José Maria; Huber, Florian; Kreshuk, Anna; Lenaerts, Tom; Martelli, Pier Luigi; Navarro, Arcadi; Broin, Pilib; nero, Janet Pi; Piovesan, Damiano; Reczko, Martin; Ronzano, Francesco; Satagopam, Venkata; Savojardo, Castrense; Spiwok, Vojtěch; Tangaro, Marco Antonio; Tartari, Giacomo; Salgado, David; Valencia, Alfonso; Zambelli, Federico; Harrow, Jennifer; Psomopoulos, Fotis F. E.; Tosatto, Silvio S. C. E.

DOME: recommendations for supervised machine learning validation in biology Journal Article

In: Nature methods, 2021, (DOI: 10.1038/s41592-021-01205-4).

Links | BibTeX

Alonso, Lorena; Piron, Anthony; Morán, Ignasi; Guindo-Martínez, Marta; Bon`as-Guarch, Sílvia; Atla, Goutham; Miguel-Escalada, Irene; Royo, Romina; Puiggr`os, Montserrat; Garcia-Hurtado, Xavier; Suleiman, Mara; Marselli, Lorella; Esguerra, Jonathan L S; Turatsinze, Jean Valéry; Torres, Jason M; Nylander, Vibe; Chen, Ji; Eliasson, Lena; Defrance, Matthieu; Amela, Ramon; MAGIC,; Mulder, Hindrik; Gloyn, Anna L; Groop, Leif; Marchetti, Piero; Eizirik, Decio L.; Ferrer, Jorge; Mercader, Josep JM; Cnop, Miriam; Torrents, David

TIGER: The gene expression regulatory variation landscape of human pancreatic islets. Journal Article

In: Cell reports, vol. 37, no. 2, pp. 109807, 2021, (DOI: 10.1016/j.celrep.2021.109807).

Links | BibTeX

Stefani, Jacopo De; Bontempi, Gianluca

Factor-Based Framework for Multivariate and Multi-step-ahead Forecasting of Large Scale Time Series Journal Article

In: Frontiers in Big Data, vol. 4, 2021, (DOI: 10.3389/fdata.2021.690267).

Links | BibTeX

Lebichot, Bertrand; Verhelst, Theo; Borgne, Yann-A"el Le; He-Guelton, Liyun; Oblé, Frédéric; Bontempi, Gianluca

Transfer Learning Strategies for Credit Card Fraud Detection Journal Article

In: IEEE access, vol. 9, pp. 114754-114766, 2021, (DOI: 10.1109/ACCESS.2021.3104472).

Links | BibTeX

Hardy, Alexis; Matelot, Mélody; Touzeau, Amandine; Klopp, Christophe; Lopez-Roques, Céline; Duharcourt, Sandra; Defrance, Matthieu

DNAModAnnot: A R toolbox for DNA modification filtering and annotation Journal Article

In: Bioinformatics, vol. 37, no. 17, pp. 2738-2740, 2021, (DOI: 10.1093/bioinformatics/btab032).

Links | BibTeX

Lebichot, Bertrand; Paldino, Gian Marco; Siblini, Wissam; He-Guelton, Liyun; Oblé, Frédéric; Bontempi, Gianluca

Incremental learning strategies for credit cards fraud detection Journal Article

In: International journal of data science and analytics (Print), vol. 12, no. 2, pp. 165-174, 2021, (DOI: 10.1007/s41060-021-00258-0).

Links | BibTeX

Bhattacharya, S.; Teague, E. T. H.; Fay, Susanne; Lef`evre, Laure; Jansen, Maarten; Clette, Frédéric L.

A Modern Reconstruction of Richard Carrington’s Observations (1853–1861) Journal Article

In: Solar physics, vol. 296, no. 8, 2021, (DOI: 10.1007/s11207-021-01864-8).

Links | BibTeX

Bontempi, Gianluca; Chavarriaga, Ricardo; Canck, Hans; Girardi, Emanuela; Hoos, Holger H.; Kilbane-Dawe, Iarla; Ball, Tonio; Nowe, Ann; Sousa, Jose; Bacciu, Davide; Aldinucci, Marco; Domenico, Manlio; Saffiotti, Alessandro; Maratea, Marco

The CLAIRE COVID-19 initiative: approach, experiences and recommendations Journal Article

In: Ethics and information technology, 2021, (DOI: 10.1007/s10676-020-09567-7).

Links | BibTeX

Buroni, Giovanni; Bontempi, Gianluca; Determe, Karl

A tutorial on network-wide multi-horizon traffic forecasting with deep learning Journal Article

In: CEUR Workshop Proceedings, vol. 2841, 2021, (Language of publication: en).

Links | BibTeX

Domingos, Elias Fernández; Grujić, Jelena; Burguillo, Juan Carlos; Santos, Francisco C.; Lenaerts, Tom

Modeling behavioral experiments on uncertainty and cooperation with population-based reinforcement learning Journal Article

In: Simulation modelling practice and theory, vol. 109, 2021, (DOI: 10.1016/j.simpat.2021.102299).

Links | BibTeX

Ciortan, Madalina; Defrance, Matthieu

Contrastive self-supervised clustering of scRNA-seq data. Journal Article

In: BMC bioinformatics, vol. 22, no. 1, pp. 280, 2021, (DOI: 10.1186/s12859-021-04210-8).

Links | BibTeX

Perez, Rémy; Araujo, Natalia Souza; Defrance, Matthieu; Aron, Serge

Molecular adaptations to heat stress in the thermophilic ant genus Cataglyphis Journal Article

In: Molecular ecology, 2021, (DOI: 10.1111/mec.16134).

Links | BibTeX

P`ere, Nathaniel Vincent Mon; Lenaerts, Tom; dos Santos J. M. d. S. Pacheco, Jorge Manuel; Dingli, David

Multistage feedback-driven compartmental dynamics of hematopoiesis Journal Article

In: iScience, vol. 24, no. 4, 2021, (DOI: 10.1016/j.isci.2021.102326).

Links | BibTeX

Laan, Maris; Kasak, Laura; Timinskas, Kęstutis; Grigorova, Marina; Venclovas, Česlovas; Renaux, Alexandre; Lenaerts, Tom; Punab, Margus

NR5A1 c.991-1G > C splice-site variant causes familial 46,XY partial gonadal dysgenesis with incomplete penetrance Journal Article

In: Clinical endocrinology, 2021, (DOI: 10.1111/cen.14381).

Links | BibTeX

Guida, Sibilla Di; Han, The Anh T. A. H.; Kirchsteiger, Georg; Lenaerts, Tom; Zisis, Ioannis

Repeated interaction and its impact on cooperation and surplus allocation—an experimental analysis Journal Article

In: Games, vol. 12, no. 1, 2021, (DOI: 10.3390/g12010025).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luís Moniz; Lenaerts, Tom; Santos, Francisco F. C.

Mediating artificial intelligence developments through negative and positive incentives Journal Article

In: PloS one, vol. 16, no. 1 January, 2021, (DOI: 10.1371/journal.pone.0244592).

Links | BibTeX

Rivi`ere, Quentin; Xiao, Qiying; Gutsch, Annelie; Defrance, Matthieu; Webb, A A R; Verbruggen, Nathalie

Mg deficiency interacts with the circadian clock and phytochromes pathways in Arabidopsis Journal Article

In: Annals of Applied Biology, vol. 178, no. 2, pp. 387-399, 2021, (DOI: 10.1111/aab.12659).

Links | BibTeX

Buroni, Giovanni; Lebichot, Bertrand; Bontempi, Gianluca

AST-MTL: An Attention-based Multi-Task Learning Strategy for Traffic Forecasting Journal Article

In: IEEE access, 2021, (DOI: 10.1109/ACCESS.2021.3083412).

Links | BibTeX

Verhelst, Theo; Shrestha, Jeevan; Mercier, Denis; Dewitte, Jean Christophe; Bontempi, Gianluca

Predicting Reach to Find Persuadable Customers: Improving Uplift Models for Churn Prevention Journal Article

In: Lecture notes in computer science, vol. 12986 LNAI, pp. 44-54, 2021, (DOI: 10.1007/978-3-030-88942-5_4).

Links | BibTeX

P`ere, Nathaniel Vincent Mon; Lenaerts, Tom; d S dos Pacheco, Jorge Manuel Santos J M; Dingli, David

Multistage feedback-driven compartmental dynamics of hematopoiesis Journal Article

In: iScience, vol. 24, no. 4, 2021, (DOI: 10.1016/j.isci.2021.102326).

Abstract | Links | BibTeX

Guida, Sibilla Di; Han, The Anh T A H; Kirchsteiger, Georg; Lenaerts, Tom; Zisis, Ioannis

Repeated interaction and its impact on cooperation and surplus allocation---an experimental analysis Journal Article

In: Games, vol. 12, no. 1, 2021, (DOI: 10.3390/g12010025).

Abstract | Links | BibTeX

2020

Duerinckx, Sarah; Jacquemin, Valérie; Drunat, Séverine; Vial, Yoann; Passemard, Sandrine; Perazzolo, Camille; Massart, Annick; Soblet, Julie; Racapé, Judith; Desmyter, Laurence; Badoer, Cindy; Papadimitriou, Sofia; Borgne, Yann-A"el Le; Lefort, Anne; Libert, Frédérick; Maertelaer, Viviane De; Rooman, Marianne; Costagliola, Sabine; Verloes, Alain; Lenaerts, Tom; Pirson, Isabelle; Abramowicz, Marc

Digenic inheritance of human primary microcephaly delineates centrosomal and non centrosomal pathways. Journal Article

In: Human mutation, vol. 41, no. 2, pp. 512-524, 2020, (DOI: 10.1002/humu.23948).

Abstract | Links | BibTeX

Abels, Axel; Lenaerts, Tom; Trianni, Vito; Nowe, Ann

How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems Inproceedings

In: Computational Collective Intelligence: LNAI 12496, pp. 125-138, 2020, (Conference: International Conference on Computational Collective Intelligence(12: 2020: Da Nang, Vietnam)).

Links | BibTeX

Abels, Axel; Lenaerts, Tom; Trianni, Vito; Nowe, Ann

Collective Decision-Making as a Contextual Multi-armed Bandit Problem Inproceedings

In: Computational Collective Intelligence: LNAI 12496, pp. 113-124, 2020, (Conference: International Conference on Computational Collective Intelligence(12: 2020: Da Nang, Vietnam)).

Links | BibTeX

Simar, Cédric; Petieau, Mathieu; Cebolla, Ana Maria; Leroy, Axelle; Bontempi, Gianluca; Chéron, Guy

EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband Inproceedings

In: 2020, (DOI: 10.1109/IJCNN48605.2020.9207486).

Links | BibTeX

Simar, Cédric; Petieau, Mathieu; Cebolla, Ana Maria; Leroy, Axelle; Bontempi, Gianluca; Chéron, Guy

EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband Inproceedings

In: 2020, (DOI: 10.1109/IJCNN48605.2020.9207486).

Abstract | Links | BibTeX

P`ere, Nathaniel Mon

Statistical biophysics of hematopoiesis and growing cell populations PhD Thesis

2020, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Papadimitriou, Sofia

Towards multivariant pathogenicity predictions: Using machine-learning to directly predict and explore disease-causing oligogenic variant combinations PhD Thesis

2020, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Pollaris, Arnaud; Bontempi, Gianluca

Latent Causation: An algorithm for pairs of correlated latent variables in Linear Non-Gaussian Structural Equation Modeling Miscellaneous

2020, (Conference: BNAIC/BENELEARN (19 & 20 November 2020: Leiden (online))).

Abstract | Links | BibTeX

Colaprico, Antonio; Olsen, Catharina; Bailey, Matthew; Odom, Gabriel G J; Terkelsen, Thilde; Silva, Tiago Chedraoui; Olsen, André Vidas; Cantini, Laura; Zinovyev, Andrey; Barillot, Emmanuel; Noushmehr, Houtan; Bertoli, Gloria; Castiglioni, Isabella; Cava, Claudia; Bontempi, Gianluca; Chen, Xi Steven; Papaleo, Elena

Interpreting pathways to discover cancer driver genes with Moonlight Journal Article

In: Nature communications, vol. 11, no. 1, 2020, (DOI: 10.1038/s41467-019-13803-0).

Abstract | Links | BibTeX

Simar, Cédric; Cebolla, Ana Maria; Chartier, Ga"elle; Petieau, Mathieu; Bontempi, Gianluca; Berthoz, Alain; Cheron, Guy

Hyperscanning EEG and Classification Based on Riemannian Geometry for Festive and Violent Mental State Discrimination Journal Article

In: Frontiers in Neuroscience, vol. 14, 2020, (DOI: 10.3389/fnins.2020.588357).

Abstract | Links | BibTeX

Caro, Fabrizio De; Stefani, Jacopo De; Bontempi, Gianluca; Vaccaro, Alfredo A; Villacci, Domenico D

Robust Assessment of Short-Term Wind Power Forecasting Models on Multiple Time Horizons Journal Article

In: Technology and Economics of Smart Grids and Sustainable Energy, vol. 5, no. 1, 2020, (DOI: 10.1007/s40866-020-00090-8).

Abstract | Links | BibTeX

Pollaris, Arnaud; Bontempi, Gianluca

Latent Causation: An algorithm for pairs of correlated latent variables in Linear Non-Gaussian Structural Equation Modeling Miscellaneous

2020, (Conference: BNAIC/BENELEARN (19 & 20 November 2020: Leiden (online))).

Links | BibTeX

Monterro-Porras, Eladio; Lenaerts, Tom; Grujić, Jelena; Gallotti, Riccardo

Networks make us more cautious: using Drift Diffusion Model to measure the learning process in Prisoner's Dilemma on different network topologies. Miscellaneous

2020, (Conference: Belgian network science research meeting(12/11/2020: Ghent, Belgium)).

Links | BibTeX

Han, The Anh T. A. H.; Santos, Francisco C; Pereira, Luís Moniz; Lenaerts, Tom

A Regulation Dilemma in Artificial Intelligence Development Miscellaneous

2020, (Conference: The Artificial Life Conference(19-23/7/2021: Prague, Czech Republic)).

Links | BibTeX

Monterro-Porras, Eladio; Gallotti, Riccardo; Lenaerts, Tom; Grujić, Jelena

Networks make us more cautious: using Drift Diffusion Model to measure the learning process in Prisoner's Dilemma on different network topologies. Miscellaneous

2020, (Conference: 9th International Conference on Complex Networks and their Applications(9: 1-3/12/2020: Madrid, Spain)).

Links | BibTeX

Domingos, Elias Fernández; Terrucha, Ines; Grujić, Jelena; Suchon, Remi; Burguillo, Juan Carlos; Santos, Francisco C.; Lenaerts, Tom

Coordinating human and agents in a collective-risk dilemma. Miscellaneous

2020, (Conference: Workshop on Cooperative AI at the 34th Conference on Neural Information Processing Systems.(34: 6-12/12/2020: online)).

Links | BibTeX

Domingos, Elias Fernández; Gruji'c, Jelena; Burguillo, Juan Carlos; Kirchsteiger, Georg; Santos, Francisco C; Lenaerts, Tom

Timing Uncertainty Encourages Group Reciprocation and Polarisation in Collective Risk Dilemmas Miscellaneous

2020, (Conference: International Conference on Complex Systems(10: 27-31/7/2020: online)).

Links | BibTeX

Monterro-Porras, Eladio; Gallotti, Riccardo; Lenaerts, Tom; Grujić, Jelena

A quantitative analysis of the deliberation process of different age groups Miscellaneous

2020, (Conference: CITIZEN SOCIAL SCIENCE & COMPLEX SYSTEMS SCIENCE, Satellite workshop at the international Conference on Complex System(10: 9/12/2020: online)).

Links | BibTeX

Dillen, Arnau; Nachtegael, Charlotte; Renaux, Alexandre; Papadimitriou, Sofia; Versbraegen, Nassim; Petit, Robin; Smits, Guillaume; Lenaerts, Tom

OLIDA: a FAIR, Community-driven Oligogenic Diseases Database Miscellaneous

2020, (Conference: All hands ELIXIR conference(6: 8-10/6/2020: virtual)).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luis Moniz; Lenaerts, Tom; Santos, Francisco C

Mediating Artificial Intelligence Developments through Negative and Positive Incentives Miscellaneous

2020, (Conference: International Conference on Complex Systems(10: 27-31/72020: online)).

Links | BibTeX

Abels, Axel; Lenaerts, Tom; Trianni, Vito; Nowe, Ann

Collective Decision-Making as a Contextual Multi-Armed Bandit Problem Miscellaneous

2020, (Conference: ACM Collective intelligence conference(8: 18/6/2020: Northeastern university, USA)).

Links | BibTeX

Abels, Axel; Lenaerts, Tom; Trianni, Vito; Nowe, Ann

Improving Collective Decision-Making Using Confidence and Value Estimate Miscellaneous

2020, (Conference: ACM Collective intelligence conference(8: 18/6/2020: Northeastern University, USA)).

Links | BibTeX

Libin, Pieter; Versbraegen, Nassim; Abecasis, Ana A. B.; Gomes, Perpétua; Lenaerts, Tom; Nowe, Ann

Towards a Phylogenetic Measure to Quantify HIV Incidence Book Chapter

In: vol. 1196, pp. 34-50, Springer International Publishing, 2020, (DOI: 10.1007/978-3-030-65154-1_3).

Links | BibTeX

Lipski, D; Foucart, Vincent; Dewispelaere, Remi; Caspers, Laure; Defrance, Matthieu; Bruyns, Catherine; Willermain, Francois

Retinal endothelial cell phenotypic modifications during experimental autoimmune uveitis: A transcriptomic approach Journal Article

In: BMC ophthalmology, vol. 20, no. 1, 2020, (DOI: 10.1186/s12886-020-1333-5).

Abstract | Links | BibTeX

Lorenzo, Ramiro; Onizuka, Michiho; Defrance, Matthieu; Laurent, Patrick

Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes Journal Article

In: Nucleic acids research, 2020, (DOI: 10.1093/nar/gkaa486).

Abstract | Links | BibTeX

Rocha, Luis Mateus; Singh, Vikramjit; Esch, Markus; Lenaerts, Tom; Liljeros, Fredrik; Thorson, Anna

Dynamic contact networks of patients and MRSA spread in hospitals Journal Article

In: Scientific reports, vol. 10, no. 1, 2020, (DOI: 10.1038/s41598-020-66270-9).

Links | BibTeX

Domingos, Elias Fernández; Grujić, Jelena; Burguillo, Juan J. C.; Kirchsteiger, Georg; Santos, Francisco C.; Lenaerts, Tom

Timing Uncertainty in Collective Risk Dilemmas Encourages Group Reciprocation and Polarization Journal Article

In: iScience, vol. 23, no. 12, 2020, (DOI: 10.1016/j.isci.2020.101752).

Links | BibTeX

Lenaerts, Tom

From digenic combinations to oligogenic networks via a new predictive approach Journal Article

In: European journal of human genetics, vol. 28, no. 1, 2020, (DOI: 10.1038/s41431-020-00740-6).

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Colaprico, Antonio; Olsen, Catharina; Bailey, Matthew; Odom, Gabriel G. J.; Terkelsen, Thilde; Silva, Tiago Chedraoui; Olsen, André Vidas; Cantini, Laura; Zinovyev, Andrey; Barillot, Emmanuel; Noushmehr, Houtan; Bertoli, Gloria; Castiglioni, Isabella; Cava, Claudia; Bontempi, Gianluca; Chen, Xi Steven; Papaleo, Elena

Interpreting pathways to discover cancer driver genes with Moonlight Journal Article

In: Nature communications, vol. 11, no. 1, 2020, (DOI: 10.1038/s41467-019-13803-0).

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Simar, Cédric; Cebolla, Ana Maria; Chartier, Ga"elle; Petieau, Mathieu; Bontempi, Gianluca; Berthoz, Alain; Cheron, Guy

Hyperscanning EEG and Classification Based on Riemannian Geometry for Festive and Violent Mental State Discrimination Journal Article

In: Frontiers in Neuroscience, vol. 14, 2020, (DOI: 10.3389/fnins.2020.588357).

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Caro, Fabrizio De; Stefani, Jacopo De; Bontempi, Gianluca; Vaccaro, Alfredo A.; Villacci, Domenico D.

Robust Assessment of Short-Term Wind Power Forecasting Models on Multiple Time Horizons Journal Article

In: Technology and Economics of Smart Grids and Sustainable Energy, vol. 5, no. 1, 2020, (DOI: 10.1007/s40866-020-00090-8).

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Rivi`ere, Quentin; Xiao, Qiying; Gutsch, Annelie; Defrance, Matthieu; Webb, A. A. R.; Verbruggen, Nathalie

Mg deficiency interacts with the circadian clock and phytochromes pathways in Arabidopsis Journal Article

In: Annals of Applied Biology, vol. 178, no. 2, pp. 387-399, 2020, (DOI: 10.1111/aab.12659).

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Caro, Fabrizio De; Stefani, Jacopo De; Bontempi, Gianluca; Vaccaro, Alfredo A.; Villacci, Domenico D.

Robust Assessment of Short-Term Wind Power Forecasting Models on Multiple Time Horizons Journal Article

In: Technology and Economics of Smart Grids and Sustainable Energy, vol. 5, no. 1, 2020, (DOI: 10.1007/s40866-020-00090-8).

Links | BibTeX

Jansen, Maarten

Density Estimation Using Multiscale Local Polynomial Transforms Journal Article

In: Springer Proceedings in Mathematics and Statistics, vol. 339, pp. 249-260, 2020, (DOI: 10.1007/978-3-030-57306-5_23).

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Marquis, Bastien; Jansen, Maarten

Correction for Optimisation Bias in Structured Sparse High-Dimensional Variable Selection Journal Article

In: Springer Proceedings in Mathematics and Statistics, vol. 339, pp. 357-365, 2020, (DOI: 10.1007/978-3-030-57306-5_32).

Links | BibTeX

Anciaux, Ma"elle; Demetter, Pieter; Wind, Roland De; Galdon, Maria Gomez; Velde, Sylvie Vande; Lens, Gaspard; Ruscas-Craciun, Ligia Ioana; Deleruelle, Amélie; Larsimont, Denis; Lenaerts, Tom; Sclafani, Francesco; Deleporte, Amélie; Donckier, Vincent; Hendlisz, Alain; Vandeputte, Caroline

Infiltrative tumour growth pattern correlates with poor outcome in oesophageal cancer. Journal Article

In: BMJ open gastroenterology, vol. 7, no. 1, 2020, (DOI: 10.1136/bmjgast-2020-000431).

Links | BibTeX

Grujić, Jelena; Lenaerts, Tom

Do people imitate when making decisions? Evidence from a spatial Prisoner's Dilemma experiment: Do people imitate when making decisions Journal Article

In: Royal Society open science, vol. 7, no. 7, 2020, (DOI: 10.1098/rsos.200618).

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Syed, Farooq; Tersey, Sarah SA; Turatsinze, Jean Valéry; Felton, Jamie J. L.; Kang, Nicole Jiyun; Nelson, Jennifer J. B.; Sims, Emily EK; Defrance, Matthieu; Bizet, Martin; Fuks, Franccois; Cnop, Miriam; Bugliani, Marco; Marchetti, Piero; Ziegler, Anette Gabriele; Bonifacio, Ezio; Webb-Robertson, Bobbie Jo B. J. M.; Balamurugan, Appakalai A. N.; Evans-Molina, Carmella; Eizirik, Decio L.; Mather, Kieren K. J.; Arslanian, Silva; Mirmira, Raghavendra R. G.

Circulating unmethylated CHTOP and INS DNA fragments provide evidence of possible islet cell death in youth with obesity and diabetes Journal Article

In: Clinical Epigenetics, vol. 12, no. 1, pp. 116, 2020, (DOI: 10.1186/s13148-020-00906-5).

Links | BibTeX

Lorenzo, Ramiro; Onizuka, Michiho; Defrance, Matthieu; Laurent, Patrick

Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes Journal Article

In: Nucleic acids research, 2020, (DOI: 10.1093/nar/gkaa486).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luís Marcelo; Santos, Francisco C.; Lenaerts, Tom

To regulate or not: A social dynamics analysis of an idealised ai race Journal Article

In: The journal of artificial intelligence research, vol. 69, pp. 881-921, 2020, (DOI: 10.1613/JAIR.1.12225).

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Lipski, Deborah; Foucart, Vincent; Dewispelaere, Remi; Caspers, Laure; Defrance, Matthieu; Bruyns, Catherine; Willermain, Francois

Retinal endothelial cell phenotypic modifications during experimental autoimmune uveitis: A transcriptomic approach Journal Article

In: BMC ophthalmology, vol. 20, no. 1, 2020, (DOI: 10.1186/s12886-020-1333-5).

Links | BibTeX

Duerinckx, Sarah; Jacquemin, Valérie; Drunat, Séverine; Vial, Yoann; Passemard, Sandrine; Perazzolo, Camille; Massart, Annick; Soblet, Julie; Racapé, Judith; Desmyter, Laurence; Badoer, Cindy; Papadimitriou, Sofia; Borgne, Yann-A"el Le; Lefort, Anne; Libert, Frédérick; Maertelaer, Viviane De; Rooman, Marianne; Costagliola, Sabine; Verloes, Alain; Lenaerts, Tom; Pirson, Isabelle; Abramowicz, Marc

Digenic inheritance of human primary microcephaly delineates centrosomal and non centrosomal pathways. Journal Article

In: Human mutation, vol. 41, no. 2, pp. 512-524, 2020, (DOI: 10.1002/humu.23948).

Links | BibTeX

Han, The Anh T A H; Pereira, Lu'is Marcelo; Santos, Francisco C; Lenaerts, Tom

To regulate or not: A social dynamics analysis of an idealised ai race Journal Article

In: The journal of artificial intelligence research, vol. 69, pp. 881-921, 2020, (DOI: 10.1613/JAIR.1.12225).

Abstract | Links | BibTeX

Abels, Axel; Lenaerts, Tom; Trianni, Vito; Nowe, Ann

Collective Decision-Making as a Contextual Multi-armed Bandit Problem Journal Article

In: Lecture notes in computer science, vol. 12496 LNAI, pp. 113-124, 2020, (DOI: 10.1007/978-3-030-63007-2_9).

Abstract | Links | BibTeX

Abels, Axel; Lenaerts, Tom; Trianni, Vito; Nowe, Ann

How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems Journal Article

In: Lecture notes in computer science, vol. 12496 LNAI, pp. 125-138, 2020, (DOI: 10.1007/978-3-030-63007-2_10).

Abstract | Links | BibTeX

Domingos, Elias Fernández; Gruji'c, Jelena; Burguillo, Juan J C; Kirchsteiger, Georg; Santos, Francisco C; Lenaerts, Tom

Timing Uncertainty in Collective Risk Dilemmas Encourages Group Reciprocation and Polarization Journal Article

In: iScience, vol. 23, no. 12, 2020, (DOI: 10.1016/j.isci.2020.101752).

Abstract | Links | BibTeX

Gruji'c, Jelena; Lenaerts, Tom

Do people imitate when making decisions? Evidence from a spatial Prisoner's Dilemma experiment: Do people imitate when making decisions Journal Article

In: Royal Society open science, vol. 7, no. 7, 2020, (DOI: 10.1098/rsos.200618).

Abstract | Links | BibTeX

Anciaux, Ma"elle; Demetter, Pieter; Wind, Roland De; Galdon, Maria Gomez; Velde, Sylvie Vande; Lens, Gaspard; Craciun, Ligia; Deleruelle, Amélie; Larsimont, Denis; Lenaerts, Tom; Sclafani, Francesco; Deleporte, Amélie; Donckier, Vincent; Hendlisz, Alain; Vandeputte, Caroline

Infiltrative tumour growth pattern correlates with poor outcome in oesophageal cancer. Journal Article

In: BMJ open gastroenterology, vol. 7, no. 1, 2020, (DOI: 10.1136/bmjgast-2020-000431).

Abstract | Links | BibTeX

Rocha, Luis Mateus; Singh, Vikramjit; Esch, Markus; Lenaerts, Tom; Liljeros, Fredrik; Thorson, Anna

Dynamic contact networks of patients and MRSA spread in hospitals Journal Article

In: Scientific reports, vol. 10, no. 1, 2020, (DOI: 10.1038/s41598-020-66270-9).

Abstract | Links | BibTeX

2019

Libin, Pieter; Versbraegen, Nassim; Abecasis, Ana A B; Gomes, Perpétua; Lenaerts, Tom; Nowe, Ann

Towards a phylogenetic measure to quantify HIV incidence Journal Article

In: CEUR Workshop Proceedings, vol. 2491, 2019, (Language of publication: en).

Links | BibTeX

Versbraegen, Nassim; Fouché, Aziz; Nachtegael, Charlotte; Papadimitriou, Sofia; Gazzo, Andrea; Smits, Guillaume; Lenaerts, Tom

Using game theory and decision decomposition to effectively discern and characterise bi-locus diseases Journal Article

In: Artificial intelligence in medicine, vol. 99, 2019, (DOI: 10.1016/j.artmed.2019.06.006).

Abstract | Links | BibTeX

Renaux, Alexandre; Papadimitriou, Sofia; Versbraegen, Nassim; Nachtegael, Charlotte; Boutry, Simon; Nowé, Ann; Smits, Guillaume; Lenaerts, Tom

ORVAL: a novel platform for the prediction and exploration of disease-causing oligogenic variant combinations. Journal Article

In: Nucleic acids research, vol. 47, no. W1, pp. W93-W98, 2019, (DOI: 10.1093/nar/gkz437).

Abstract | Links | BibTeX

Papadimitriou, Sofia; Gazzo, Andrea; Versbraegen, Nassim; Nachtegael, Charlotte; Aerts, Jan; Moreau, Yves; Dooren, Sonia Van; Nowe, Ann; Smits, Guillaume; Lenaerts, Tom

Predicting disease-causing variant combinations Journal Article

In: Proceedings of the National Academy of Sciences of the United States of America, vol. 116, no. 24, pp. 11878-11887, 2019, (DOI: 10.1073/pnas.1815601116).

Abstract | Links | BibTeX

Coppens, Youri; Efthymiadis, Kyriakos; Lenaerts, Tom; Nowé, Ann

Distilling Deep Reinforcement Learning Policies in Soft Decision Trees Inproceedings

In: Miller, Tim; Weber, Rosina; Magazzeni, Daniele (Ed.): Proceedings of the IJCAI 2019 Workshop on Explainable Artificial Intelligence, 2019, (Conference: (Macau, China)).

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Stefani, Jacopo De; Caelen, Olivier; Hattab, Dalila; Borgne, Yann-A"el Le; Bontempi, Gianluca

A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting Inproceedings

In: ECML PKDD 2018 Workshops, Springer, 2019, (Conference: ECML-PKDD 2018(Dublin)).

Links | BibTeX

Abels, Axel; Roijers, Diederik D. M.; Lenaerts, Tom; Nowe, Ann; Steckelmacher, Denis

Dynamic Weights in Multi-Objective Deep Reinforcement Learning Inproceedings

In: Proceedings of the 36th International Conference on Machine Learning, pp. 11-20, PMLR, 2019, (Language of publication: en).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luís Moniz; Lenaerts, Tom

Modelling and influencing the AI bidding War: A research agenda Inproceedings

In: Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, Association for Computing Machinery, 2019, (Conference: AAAI/ACM Conference on AI, Ethics, and Society(Honolulu, HI, USA)).

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Starzec, Grażyna; Starzec, Mateusz; Byrski, Aleksander; Kisiel-Dorohinicki, Marek; Burguillo, Juan Carlos; Lenaerts, Tom

Towards Large-Scale Optimization of Iterated Prisoner Dilemma Strategies Inproceedings

In: Transactions on Computational Collective Intelligence XXXII., Springer, 2019, (Language of publication: fr).

Links | BibTeX

Stefani, Jacopo De; Caelen, Olivier; Hattab, Dalila; Borgne, Yann-A"el Le; Bontempi, Gianluca

A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting Inproceedings

In: ECML PKDD 2018 Workshops, Springer, 2019, (Conference: ECML-PKDD 2018(Dublin)).

Abstract | Links | BibTeX

Stefani, Jacopo De; Bontempi, Gianluca; Caelen, Olivier; Hattab, Dalila

SYSTEM AND METHOD FOR MANAGING RISKS IN A PROCESS Miscellaneous

2019, (Language of publication: fr).

Links | BibTeX

Han, The Anh T A H; Pereira, Lu'is Moniz; Lenaerts, Tom

Modelling and influencing the AI bidding War: A research agenda Inproceedings

In: Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, Association for Computing Machinery, 2019, (Conference: AAAI/ACM Conference on AI, Ethics, and Society(Honolulu, HI, USA)).

Abstract | Links | BibTeX

Coppens, Youri; Efthymiadis, Kyriakos; Lenaerts, Tom; Nowé, Ann

Distilling Deep Reinforcement Learning Policies in Soft Decision Trees Inproceedings

In: Miller, Tim; Weber, Rosina; Magazzeni, Daniele (Ed.): Proceedings of the IJCAI 2019 Workshop on Explainable Artificial Intelligence, 2019, (Conference: (Macau, China)).

Abstract | Links | BibTeX

Abels, Axel; Roijers, Diederik D M; Lenaerts, Tom; Nowe, Ann; Steckelmacher, Denis

Dynamic Weights in Multi-Objective Deep Reinforcement Learning Inproceedings

In: Proceedings of the 36th International Conference on Machine Learning, pp. 11-20, PMLR, 2019, (Language of publication: en).

Links | BibTeX

Orlando, Gabriele

The role of dynamics in emergent protein properties PhD Thesis

2019, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

isabelle Davila, Caroll

Weneya´a – "quien habla con los cerros”. Memoria, mántica y paisaje sagrado en la Sierra Norte de Oaxaca PhD Thesis

2019, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Stefani, Jacopo De; Bontempi, Gianluca; Caelen, Olivier; Hattab, Dalila

SYSTEM AND METHOD FOR MANAGING RISKS IN A PROCESS Miscellaneous

2019, (Language of publication: fr).

Abstract | Links | BibTeX

Bontempi, Gianluca

The Induction Problem: A Machine Learning Vindication Argument Journal Article

In: Lecture notes in computer science, vol. 11943 LNCS, pp. 232-243, 2019, (DOI: 10.1007/978-3-030-37599-7_20).

Abstract | Links | BibTeX

Carcillo, Fabrizio; Borgne, Yann-A"el Le; Caelen, Olivier; Kessaci, Yacine; Oblé, Frédéric; Bontempi, Gianluca

Combining unsupervised and supervised learning in credit card fraud detection Journal Article

In: Information sciences, 2019, (DOI: 10.1016/j.ins.2019.05.042).

Abstract | Links | BibTeX

Bontempi, Gianluca

Comments on M4 competition Journal Article

In: International journal of forecasting, 2019, (DOI: 10.1016/j.ijforecast.2019.03.028).

Links | BibTeX

Mounir, Mohamed; Lucchetta, Marta; Silva, Tiago Henrique Da T C; Olsen, Catharina; Bontempi, Gianluca; Chen, Xi; Noushmehr, Houtan; Colaprico, Antonio; Papaleo, Elena

New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx Journal Article

In: PLoS computational biology, vol. 15, no. 3, pp. e1006701, 2019, (DOI: 10.1371/journal.pcbi.1006701).

Abstract | Links | BibTeX

Verhelst, Theo; Caelen, Olivier; Dewitte, Jean Christophe; Lebichot, Bertrand; Bontempi, Gianluca

Understanding telecom customer churn with machine learning: From prediction to causal inference Journal Article

In: CEUR Workshop Proceedings, vol. 2491, 2019, (Language of publication: en).

Links | BibTeX

Jansen, Maarten

Multiscale local polynomials for unequispaced data processing Miscellaneous

2019, (Conference: FNRS contact group study day ``Wavelets and applications'').

Links | BibTeX

Jansen, Maarten

Multiscale local polynomial estimation from highly irregular data Miscellaneous

2019, (Language of publication: fr).

Links | BibTeX

Abels, Axel; Roijers, Diederik D. M.; Lenaerts, Tom; Nowe, Ann; Steckelmacher, Denis

Dynamic Weights in Multi-Objective Deep Reinforcement Learning Miscellaneous

2019, (Conference: 36th International Conference on Machine Learning (2019: Long Beach, USA)).

Links | BibTeX

Domingos, Elias Fernández; Grujić, Jelena; Burguillo, Juan Carlos; Kirchsteiger, Georg; Santos, Francisco C; Lenaerts, Tom

Human reciprocation and polarization in managing of uncertain public goods Miscellaneous

2019, (Conference: ALIFE19 Workshop on Computational Approaches to Social Dynamic: Data, Modeling, Simulation and Hybrids(19: 29/7-2/8/2019: Newcastle, United Kingdom)).

Links | BibTeX

Renaux, Alexandre; Papadimitriou, Sofia; Versbraegen, Nassim; Nachtegael, Charlotte; Boutry, Simon; Nowé, Ann; Smits, Guillaume; Lenaerts, Tom

Towards oligogenic disease prediction with ORVAL: a web-platform to uncover pathogenic variant combinations Miscellaneous

2019, (Conference: the 27th conference on Intelligent Systems for Molecular Biology (ISMB) and the 18th European Conference on Computational Biology(21-25/7/2019: Basel, Switzerland)).

Links | BibTeX

Jansen, Maarten

Sparsity Book Chapter

In: Wiley, 2019, (Language of publication: fr).

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Renaux, Alexandre; Papadimitriou, Sofia; Versbraegen, Nassim; Nachtegael, Charlotte; Boutry, Simon; Nowé, Ann; Smits, Guillaume; Lenaerts, Tom

Towards oligogenic disease prediction with ORVAL: a web-platform to uncover pathogenic variant combinations Miscellaneous

2019, (Conference: 15th Student Council Symposium at the ISMB/ECCB 2019.(15: 21-25/7/2019: Basel, Switzerland)).

Links | BibTeX

Domingos, Elias Fernández; Santos, Francisco C; Lenaerts, Tom

Learning dynamics in uncertain collective endeavors Miscellaneous

2019, (Conference: ALIFE19 Workshop on Evolution of Human Behavior(29: 29/7-2/8/2019: Newcastle, UK)).

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Istaces, Nicolas; Splittgerber, Marion; Silva, Viviana Lima; Nguyen, Muriel; Thomas, Séverine; Le, Aurore; Achouri, Younes; Calonne, Emilie; Defrance, Matthieu; cois Fuks, Franc; Goriely, Stanislas; Azouz, Abdulkader

EOMES interacts with RUNX3 and BRG1 to promote innate memory cell formation through epigenetic reprogramming Journal Article

In: Nature communications, vol. 10, no. 1, 2019, (DOI: 10.1038/s41467-019-11233-6).

Abstract | Links | BibTeX

Saykali, Bechara; Nahaboo, Wallis; Mathiah, Navrita; Racu, Marie-Lucie; Defrance, Matthieu; Migeotte, Isabelle

Distinct mesoderm migration phenotypes in extra-embryonic and embryonic regions of the early mouse embryo Journal Article

In: eLife, vol. 8, 2019, (DOI: 10.7554/eLife.42434.001).

Abstract | Links | BibTeX

Claeskens, G.; Jansen, Maarten

Discussion on ``Model Confidence Bounds for Variable Selection'' by Yang Li, Yuetian Luo, Davide Ferrari, Xiaonan Hu, and Yichen Qin Journal Article

In: Biometrics, vol. 75, no. 2, pp. 404-406, 2019, (Language of publication: en).

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Claeskens, G.; Jansen, Maarten

Discussion on “Model Confidence Bounds for Variable Selection” by Yang Li, Yuetian Luo, Davide Ferrari, Xiaonan Hu, and Yichen Qin Journal Article

In: Biometrics, 2019, (DOI: 10.1111/biom.13022).

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Istaces, Nicolas; Splittgerber, Marion; Silva, Viviana Lima; Nguyen, Muriel; Thomas, Séverine; Le, Aurore; Achouri, Younes; Calonne, Emilie; Defrance, Matthieu; Fuks, Franccois; Goriely, Stanislas; Azouz, Abdulkader

EOMES interacts with RUNX3 and BRG1 to promote innate memory cell formation through epigenetic reprogramming Journal Article

In: Nature communications, vol. 10, no. 1, 2019, (DOI: 10.1038/s41467-019-11233-6).

Links | BibTeX

Versbraegen, Nassim; Fouché, Aziz; Nachtegael, Charlotte; Papadimitriou, Sofia; Gazzo, Andrea; Smits, Guillaume; Lenaerts, Tom

Using game theory and decision decomposition to effectively discern and characterise bi-locus diseases Journal Article

In: Artificial intelligence in medicine, vol. 99, 2019, (DOI: 10.1016/j.artmed.2019.06.006).

Links | BibTeX

Renaux, Alexandre; Papadimitriou, Sofia; Versbraegen, Nassim; Nachtegael, Charlotte; Boutry, Simon; Nowé, Ann; Smits, Guillaume; Lenaerts, Tom

ORVAL: a novel platform for the prediction and exploration of disease-causing oligogenic variant combinations. Journal Article

In: Nucleic acids research, vol. 47, no. W1, pp. W93-W98, 2019, (DOI: 10.1093/nar/gkz437).

Links | BibTeX

Papadimitriou, Sofia; Gazzo, Andrea; Versbraegen, Nassim; Nachtegael, Charlotte; Aerts, Jan; Moreau, Yves; Dooren, Sonia Van; Nowe, Ann; Smits, Guillaume; Lenaerts, Tom

Predicting disease-causing variant combinations Journal Article

In: Proceedings of the National Academy of Sciences of the United States of America, vol. 116, no. 24, pp. 11878-11887, 2019, (DOI: 10.1073/pnas.1815601116).

Links | BibTeX

Bontempi, Gianluca

The Induction Problem: A Machine Learning Vindication Argument Journal Article

In: Lecture notes in computer science, vol. 11943 LNCS, pp. 232-243, 2019, (DOI: 10.1007/978-3-030-37599-7_20).

Links | BibTeX

Carcillo, Fabrizio; Borgne, Yann-A"el Le; Caelen, Olivier; Kessaci, Yacine; Oblé, Frédéric; Bontempi, Gianluca

Combining unsupervised and supervised learning in credit card fraud detection Journal Article

In: Information sciences, 2019, (DOI: 10.1016/j.ins.2019.05.042).

Links | BibTeX

Bontempi, Gianluca

Comments on M4 competition Journal Article

In: International journal of forecasting, 2019, (DOI: 10.1016/j.ijforecast.2019.03.028).

Links | BibTeX

Saykali, Bechara; Nahaboo, Wallis; Mathiah, Navrita; Racu, Marie-Lucie; Defrance, Matthieu; Migeotte, Isabelle

Distinct mesoderm migration phenotypes in extra-embryonic and embryonic regions of the early mouse embryo Journal Article

In: eLife, vol. 8, 2019, (DOI: 10.7554/eLife.42434.001).

Links | BibTeX

Mounir, Mohamed; Lucchetta, Marta; Silva, Tiago Henrique Da T. C.; Olsen, Catharina; Bontempi, Gianluca; Chen, Xi; Noushmehr, Houtan; Colaprico, Antonio; Papaleo, Elena

New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx Journal Article

In: PLoS computational biology, vol. 15, no. 3, pp. e1006701, 2019, (DOI: 10.1371/journal.pcbi.1006701).

Links | BibTeX

Libin, Pieter; Versbraegen, Nassim; Abecasis, Ana A. B.; Gomes, Perpétua; Lenaerts, Tom; Nowe, Ann

Towards a phylogenetic measure to quantify HIV incidence Journal Article

In: CEUR Workshop Proceedings, vol. 2491, 2019, (Language of publication: en).

Links | BibTeX

Verhelst, Theo; Caelen, Olivier; Dewitte, Jean Christophe; Lebichot, Bertrand; Bontempi, Gianluca

Understanding telecom customer churn with machine learning: From prediction to causal inference Journal Article

In: CEUR Workshop Proceedings, vol. 2491, 2019, (Language of publication: en).

Links | BibTeX

66 entries « 1 of 2 »

2018

Raimondi, Daniele; Orlando, Gabriele; Tabaro, Francesco; Lenaerts, Tom; Rooman, Marianne; Moreau, Yves; Vranken, Wim F

Large-scale in-silico statistical mutagenesis analysis sheds light on the deleteriousness landscape of the human proteome. Journal Article

In: Scientific reports, vol. 8, no. 1, pp. 16980, 2018, (DOI: 10.1038/s41598-018-34959-7).

Links | BibTeX

Stefani, Jacopo De; Borgne, Yann-A"el Le; Caelen, Olivier; Hattab, Dalila; Bontempi, Gianluca

Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting Journal Article

In: International journal of data science and analytics (Print), vol. 7, no. 4, pp. 311-329, 2018, (DOI: 10.1007/s41060-018-0150-x).

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Bony, Eric James; Bizet, Martin; Grembergen, Olivier Van; Hassabi, Bouchra; Calonne, Emilie; Putmans, Pascale; Bontempi, Gianluca; Fuks, Franccois

Comprehensive identification of long noncoding RNAs in colorectal cancer Journal Article

In: Oncotarget, vol. 9, no. 45, pp. 27605-27629, 2018, (DOI: 10.18632/oncotarget.25218).

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Carcillo, Fabrizio; Borgne, Yann-A"el Le; Caelen, Olivier; Bontempi, Gianluca

Streaming active learning strategies for real-life credit card fraud detection: assessment and visualization Journal Article

In: International journal of data science and analytics (Print), vol. 5, no. 4, pp. 285-300, 2018, (DOI: 10.1007/s41060-018-0116-z).

Links | BibTeX

Carcillo, Fabrizio; Borgne, Yann-A"el Le; Caelen, Olivier; Bontempi, Gianluca

Correction to: Streaming active learning strategies for real-life credit detection: assessment and visualization Journal Article

In: International journal of data science and analytics (Print), vol. 5, no. 4, pp. 301-302, 2018, (DOI: 10.1007/s41060-018-0123-0).

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Ioannidis, J. P. A.; Bhattacharya, S.; Evers, J. L. H.; Veen, F. V. Der; Somigliana, E.; Barratt, C. L. R.; Bontempi, Gianluca; Baird, D. T.; Crosignani, P.; Devroey, P; Diedrich, Klaus; Farquharson, R. G.; Fraser, L. R.; Geraedts, Joep Pm M; Gianaroli, Luca; Vecchia, C. La; Magli, C.; Negri, E.; Sunde, A.; Tapanainen, J. S.; Tarlatzis, Basil; Steirteghem, A. V.; Veiga, A.

Protect us from poor-quality medical research Journal Article

In: Human reproduction, vol. 33, no. 5, pp. 770-776, 2018, (DOI: 10.1093/humrep/dey056).

Links | BibTeX

Raimondi, Daniele; Orlando, Gabriele; Tabaro, Francesco; Lenaerts, Tom; Rooman, Marianne; Moreau, Yves; Vranken, Wim F

Large-scale in-silico statistical mutagenesis analysis sheds light on the deleteriousness landscape of the human proteome. Journal Article

In: Scientific reports, vol. 8, no. 1, pp. 16980, 2018, (DOI: 10.1038/s41598-018-34959-7).

Abstract | Links | BibTeX

Skiba, Grażyna; Starzec, Mateusz; Byrski, Aleksander; Rycerz, Katarzyna; Kisiel-Dorohinicki, Marek; Turek, Wojciech; Krzywicki, Daniel; Lenaerts, Tom; Burguillo, Juan Carlos

Flexible asynchronous simulation of iterated prisoner's dilemma based on actor model Journal Article

In: Simulation modelling practice and theory, vol. 83, pp. 75-92, 2018, (DOI: 10.1016/j.simpat.2017.12.010).

Links | BibTeX

Skiba, Gra. zyna; Starzec, Mateusz; Byrski, Aleksander; Rycerz, Katarzyna; Kisiel-Dorohinicki, Marek; Turek, Wojciech; Krzywicki, Daniel; Lenaerts, Tom; Burguillo, Juan Carlos

Flexible asynchronous simulation of iterated prisoner's dilemma based on actor model Journal Article

In: Simulation modelling practice and theory, vol. 83, pp. 75-92, 2018, (DOI: 10.1016/j.simpat.2017.12.010).

Abstract | Links | BibTeX

Kieken, Fabien; Loth, Karine; Nuland, Nico N. A. J.; Tompa, Peter; Lenaerts, Tom

Chemical shift assignments of the partially deuterated Fyn SH2–SH3 domain Journal Article

In: Biomolecular N M R Assignments, vol. 12, no. 1, pp. 117-122, 2018, (DOI: 10.1007/s12104-017-9792-1).

Links | BibTeX

Kieken, Fabien; Loth, Karine; van Nuland, Nico N A J; Tompa, Peter; Lenaerts, Tom

Chemical shift assignments of the partially deuterated Fyn SH2--SH3 domain Journal Article

In: Biomolecular N M R Assignments, vol. 12, no. 1, pp. 117-122, 2018, (DOI: 10.1007/s12104-017-9792-1).

Abstract | Links | BibTeX

Trepo, Eric; Goossens, Nicolas; Fujiwara, Naoto; Song, Won-Min; Colaprico, Antonio; Marot, Astrid; Spahr, Laurent; Demetter, Pieter; Sempoux, Christine; Im, Gene Y; Saldarriaga, Joan; Gustot, Thierry; Devi`ere, Jacques; Thung, Swan SN; Minsart, Charlotte; Serste, Thomas; Bontempi, Gianluca; Abdelrahman, Karim; Henrion, Jean; Degré, Delphine; Lucidi, Valerio; Rubbia-Brandt, Laura; Nair, Venugopalan D; Moreno, Christophe; Deltenre, Pierre; Hoshida, Yujin; Franchimont, Denis

Combination of Gene Expression Signature and Model for End-Stage Liver Disease Score Predicts Survival of Patients With Severe Alcoholic Hepatitis Journal Article

In: Gastroenterology, vol. 154, no. 4, pp. 965-975, 2018, (DOI: 10.1053/j.gastro.2017.10.048).

Links | BibTeX

Cava, Claudia; Bertoli, Gloria; Colaprico, Antonio; Bontempi, Gianluca; Mauri, Giancarlo; Castiglioni, Isabella

In-silico integration approach to identify a key miRNA regulating a gene network in aggressive prostate cancer Journal Article

In: International journal of molecular sciences, vol. 19, no. 3, 2018, (DOI: 10.3390/ijms19030910).

Links | BibTeX

Byrski, Aleksander; 'Swiderska, Ewelina; Łasisz, Jakub; Kisiel-Dorohinicki, Marek; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin

Emergence of population structure in socio-cognitively inspired ant colony optimization Journal Article

In: Computer Science, vol. 19, no. 1, pp. 81-98, 2018, (DOI: 10.7494/csci.2018.19.1.2594).

Abstract | Links | BibTeX

Serroukh, Yasmina; Gu-Trantien, Chunyan; Kashani, Baharak Hooshiar; Defrance, Matthieu; Manh, Thien-Phong Vu; Azouz, Abdulkader; Detavernier, Aurélie; Hoyois, Alice; Das, Jishnu; Bizet, Martin; Pollet, Emeline; Tabbuso, Tressy; Calonne, Emilie; Gisbergen, Klaas; Dalod, Marc; Fuks, Franccois; Goriely, Stanislas; Marchant, Arnaud

The transcription factors Runx3 and ThPOK cross-regulate acquisition of cytotoxic function by human Th1 lymphocytes. Journal Article

In: eLife, vol. 7, 2018, (DOI: 10.7554/eLife.30496).

Links | BibTeX

P`ere, Nathaniel Mon; Lenaerts, Tom; Pacheco, Jorge J M; Dingli, David

Evolutionary Dynamics of Paroxysmal Nocturnal Hemoglobinuria Journal Article

In: PLoS computational biology, vol. 14, no. 6, 2018, (DOI: 10.1371/journal.pcbi.1006133).

Abstract | Links | BibTeX

Bogeas, Alexandra; Morvan-Dubois, Ghislaine; El-Habr, Elias E. A.; Lejeune, Franccois Xavier; Defrance, Matthieu; Narayanan, Ashwin; Kuranda, Klaudia; Burel-Vandenbos, Fanny; Sayd, Salwa; Delaunay, Virgile; Dubois, Luiz Gustavo Feijó L. G.; Parrinello, Hugues; Rialle, Stéphanie; Fabrega, Sylvie; Idbaih, Ahmed; Haiech, Jacques; Bieche, Ivan; Virolle, Thierry; Goodhardt, Michele; Chneiweiss, Hervé; Junier, Marie Pierre

Changes in chromatin state reveal ARNT2 at a node of a tumorigenic transcription factor signature driving glioblastoma cell aggressiveness Journal Article

In: Acta Neuropathologica, vol. 135, no. 2, pp. 267-283, 2018, (DOI: 10.1007/s00401-017-1783-x).

Links | BibTeX

P`ere, Nathaniel Mon; Lenaerts, Tom; Pacheco, Jorge J. M.; Dingli, David

Evolutionary Dynamics of Paroxysmal Nocturnal Hemoglobinuria Journal Article

In: PLoS computational biology, vol. 14, no. 6, 2018, (DOI: 10.1371/journal.pcbi.1006133).

Links | BibTeX

Byrski, Aleksander; Świderska, Ewelina; Łasisz, Jakub; Kisiel-Dorohinicki, Marek; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin

Emergence of population structure in socio-cognitively inspired ant colony optimization Journal Article

In: Computer Science, vol. 19, no. 1, pp. 81-98, 2018, (DOI: 10.7494/csci.2018.19.1.2594).

Links | BibTeX

Saykali, Bechara; Nahaboo, Wallis; Mathiah, Navrita; Racu, Marie-Lucie; Defrance, Matthieu; Migeotte, Isabelle

Distinct mesoderm migration phenotypes in extra-embryonic and embryonic regions of the early mouse embryo Journal Article

In: BioRxiv, 2018, (Language of publication: en).

Links | BibTeX

Reggiani, Claudio; Borgne, Yann-A"el Le; Bontempi, Gianluca

Feature selection in high-dimensional dataset using MapReduce Journal Article

In: Communications in computer and information science, vol. 823, pp. 101-115, 2018, (DOI: 10.1007/978-3-319-76892-2_8).

Links | BibTeX

Cava, Claudia; Bertoli, Gloria; Colaprico, Antonio; Olsen, Catharina; Bontempi, Gianluca; Castiglioni, Isabella

Integration of multiple networks and pathways identifies cancer driver genes in pan-cancer analysis Journal Article

In: BMC genomics, vol. 19, no. 1, 2018, (DOI: 10.1186/s12864-017-4423-x).

Links | BibTeX

Silva, Tiago Chedraoui; Colaprico, Antonio; Olsen, Catharina; Malta, Tathiane Maistro Aistro T. M.; Bontempi, Gianluca; Ceccarelli, Michele; Berman, Benjamin B. P.; Noushmehr, Houtan

TCGAbiolinksGUI: A graphical user interface to analyze cancer molecular and clinical data [version 1; peer review: 1 approved, 1 approved with reservations] Journal Article

In: F1000Research, vol. 7, 2018, (DOI: 10.12688/F1000RESEARCH.14197.1).

Links | BibTeX

Willot, Quentin; Mardulyn, Patrick; Defrance, Matthieu; Gueydan, Cyril; Aron, Serge

Molecular chaperoning helps safeguarding mitochondrial integrity and motor functions in the Sahara silver ant Cataglyphis bombycina Journal Article

In: Scientific reports, vol. 8, 2018, (DOI: 10.1038/s41598-018-27628-2).

Links | BibTeX

Abels, Axel; Roijers, Diederik D. M.; Lenaerts, Tom

Dynamic Weights in Multi-Objective Deep Reinforcement Learning Inproceedings

In: Proceedings of the 30th Benelux Conference on Artificial Intelligence, pp. 1-2, Springer, 2018, (Language of publication: en).

Links | BibTeX

Abels, Axel; Roijers, Diederik D M; Lenaerts, Tom; Nowe, Ann; Steckelmacher, Denis

Dynamic Weights in Multi-Objective Deep Reinforcement Learning Inproceedings

In: Proceedings of the 30th Benelux Conference on Artificial Intelligence, pp. 1-2, Springer, 2018, (Language of publication: en).

Links | BibTeX

Gazzo, Andrea

Beyond monogenic diseases: a first collection and analysis of digenic diseases PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Carcillo, Fabrizio

Beyond Supervised Learning in Credit Card Fraud Detection: A Dive into Semi-supervised and Distributed Learning PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Bizet, Martin

Bioinformatic inference of a prognostic epigenetic signature of immunity in breast cancers PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Chen, Jixin

Some Domain Decomposition and Convex Optimization Algorithms with Applications to Inverse Problems PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Reggiani, Claudio

Bioinformatic discovery of novel exons expressed in human brain and their association with neurodevelopmental disorders PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Carcillo, Fabrizio

Beyond Supervised Learning in Credit Card Fraud Detection: A Dive into Semi-supervised and Distributed Learning PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

Stefani, Jacopo De; Borgne, Yann-A"el Le; Caelen, Olivier; Hattab, Dalila; Bontempi, Gianluca

Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting Journal Article

In: International journal of data science and analytics (Print), vol. 7, no. 4, pp. 311-329, 2018, (DOI: 10.1007/s41060-018-0150-x).

Abstract | Links | BibTeX

de Bony, Eric James; Bizet, Martin; Grembergen, Olivier Van; Hassabi, Bouchra; Calonne, Emilie; Putmans, Pascale; Bontempi, Gianluca; cois Fuks, Franc

Comprehensive identification of long noncoding RNAs in colorectal cancer Journal Article

In: Oncotarget, vol. 9, no. 45, pp. 27605-27629, 2018, (DOI: 10.18632/oncotarget.25218).

Abstract | Links | BibTeX

Carcillo, Fabrizio; Borgne, Yann-A"el Le; Caelen, Olivier; Bontempi, Gianluca

Streaming active learning strategies for real-life credit card fraud detection: assessment and visualization Journal Article

In: International journal of data science and analytics (Print), vol. 5, no. 4, pp. 285-300, 2018, (DOI: 10.1007/s41060-018-0116-z).

Abstract | Links | BibTeX

Carcillo, Fabrizio; Borgne, Yann-A"el Le; Caelen, Olivier; Bontempi, Gianluca

Correction to: Streaming active learning strategies for real-life credit detection: assessment and visualization Journal Article

In: International journal of data science and analytics (Print), vol. 5, no. 4, pp. 301-302, 2018, (DOI: 10.1007/s41060-018-0123-0).

Abstract | Links | BibTeX

Ioannidis, J P A; Bhattacharya, S; Evers, J L H; Veen, F V Der; Somigliana, E; Barratt, C L R; Bontempi, Gianluca; Baird, D T; Crosignani, P; Devroey, P; Diedrich, Klaus; Farquharson, R G; Fraser, L R; Geraedts, Joep Pm M; Gianaroli, Luca; Vecchia, C La; Magli, C; Negri, E; Sunde, A; Tapanainen, J S; Tarlatzis, Basil; Steirteghem, A V; Veiga, A

Protect us from poor-quality medical research Journal Article

In: Human reproduction, vol. 33, no. 5, pp. 770-776, 2018, (DOI: 10.1093/humrep/dey056).

Abstract | Links | BibTeX

Cava, Claudia; Bertoli, Gloria; Colaprico, Antonio; Bontempi, Gianluca; Mauri, Giancarlo; Castiglioni, Isabella

In-silico integration approach to identify a key miRNA regulating a gene network in aggressive prostate cancer Journal Article

In: International journal of molecular sciences, vol. 19, no. 3, 2018, (DOI: 10.3390/ijms19030910).

Abstract | Links | BibTeX

Trepo, Eric; Goossens, Nicolas; Fujiwara, Naoto; Song, Won-Min; Colaprico, Antonio; Marot, Astrid; Spahr, Laurent; Demetter, Pieter; Sempoux, Christine; Im, Gene Y; Saldarriaga, Joan; Gustot, Thierry; Devi`ere, Jacques; Thung, Swan SN; Minsart, Charlotte; Serste, Thomas; Bontempi, Gianluca; Abdelrahman, Karim; Henrion, Jean; Degré, Delphine; Lucidi, Valerio; Rubbia-Brandt, Laura; Nair, Venugopalan D; Moreno, Christophe; Deltenre, Pierre; Hoshida, Yujin; Franchimont, Denis

Combination of Gene Expression Signature and Model for End-Stage Liver Disease Score Predicts Survival of Patients With Severe Alcoholic Hepatitis Journal Article

In: Gastroenterology, vol. 154, no. 4, pp. 965-975, 2018, (DOI: 10.1053/j.gastro.2017.10.048).

Abstract | Links | BibTeX

Reggiani, Claudio; Borgne, Yann-A"el Le; Bontempi, Gianluca

Feature selection in high-dimensional dataset using MapReduce Journal Article

In: Communications in computer and information science, vol. 823, pp. 101-115, 2018, (DOI: 10.1007/978-3-319-76892-2_8).

Abstract | Links | BibTeX

Cava, Claudia; Bertoli, Gloria; Colaprico, Antonio; Olsen, Catharina; Bontempi, Gianluca; Castiglioni, Isabella

Integration of multiple networks and pathways identifies cancer driver genes in pan-cancer analysis Journal Article

In: BMC genomics, vol. 19, no. 1, 2018, (DOI: 10.1186/s12864-017-4423-x).

Abstract | Links | BibTeX

Silva, Tiago Chedraoui; Colaprico, Antonio; Olsen, Catharina; Malta, Tathiane Maistro Aistro T M; Bontempi, Gianluca; Ceccarelli, Michele; Berman, Benjamin B P; Noushmehr, Houtan

TCGAbiolinksGUI: A graphical user interface to analyze cancer molecular and clinical data [version 1; peer review: 1 approved, 1 approved with reservations] Journal Article

In: F1000Research, vol. 7, 2018, (DOI: 10.12688/F1000RESEARCH.14197.1).

Abstract | Links | BibTeX

Jansen, Maarten

Sparsity on nonequispaced knots with B-spline wavelets Miscellaneous

2018, (Conference: Seminar, University of Hannover).

Links | BibTeX

Jansen, Maarten

A sparse variable selection approach in multiscale local polynomial density estimation Miscellaneous

2018, (Conference: International conference on Computational Statistics (23: 2018: Iasi, Romania)).

Links | BibTeX

Jansen, Maarten

Density estimation using multiscale local polynomial transforms Miscellaneous

2018, (Conference: Conference of the International Society of Nonparametric Statistics (2018: Salerno, Italy)).

Links | BibTeX

Jansen, Maarten

Multiscale Local Polynomial transforms for use in density estimation and exponential models Miscellaneous

2018, (Conference: Workshop on Statistical Signal Processing 2018 (2018: Lancaster, UK)).

Links | BibTeX

Papadimitriou, Sofia; Gazzo, Andrea; Versbraegen, Nassim; Nachtegael, Charlotte; Aerts, Jan; Moreau, Yves; Dooren, Sonia Van; Nowe, Ann; Smits, Guillaume; Lenaerts, Tom

Towards a multivariant pathogenicity assessment: developing predictive methods for disease-causing digenic variant combinations Miscellaneous

2018, (Conference: 17th European Conference on Computational Biology.(17: 8-12/9/2018: Athens, Greece)).

Links | BibTeX

Papadimitriou, Sofia; Gazzo, Andrea; Versbraegen, Nassim; Nachtegael, Charlotte; Aerts, Jan; Moreau, Yves; Dooren, Sonia Van; Smits, Guillaume; Lenaerts, Tom

Towards a multivariant pathogenicity assessment: developing predictive methods for disease-causing digenic variant combinations. Miscellaneous

2018, (Conference: 5th European Student Council Symposium(5: 8/9/2018: Athens, greece)).

Links | BibTeX

Versbraegen, Nassim; Fouché, Aziz; Papadimitriou, Sofia; Nachtegael, Charlotte; Smits, Guillaume; Lenaerts, Tom

Identification and characterization of bi-locus diseases. Miscellaneous

2018, (Conference: 17th European Conference on Computational Biology(17: 8-12/9/2018: Athens, Greece)).

Links | BibTeX

Nachtegael, Charlotte; Papadimitriou, Sofia; Versbraegen, Nassim; Smits, Guillaume; Lenaerts, Tom

First insights into the oligogenic potential of DDD patient Miscellaneous

2018, (Conference: 17th European Conference on Computational Biology(17: 8-12/9/2018: Athens, Greece)).

Links | BibTeX

66 entries « 1 of 2 »
64 entries « 1 of 2 »

2017

Han, The Anh T A H; Pereira, Lu'is Marcelo; Lenaerts, Tom

Commitment and participation in public goods games Journal Article

In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, vol. 3, pp. 1431-1432, 2017, (Language of publication: en).

Links | BibTeX

Pereira, Lu'is Moniz; Lenaerts, Tom; Martinez-Vaquero, Luis L A; Han, The Anh T A H

Social manifestation of guilt leads to stable cooperation in multi-agent systems Journal Article

In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, vol. 3, pp. 1421-1430, 2017, (Language of publication: en).

Abstract | Links | BibTeX

Kieken, Fabien; Loth, Karine; van Nuland, Nico A J; Tompa, Peter; Lenaerts, Tom

Chemical shift assignments of the partially deuterated Fyn SH2-SH3 domain. Journal Article

In: Biomolecular NMR assignments, 2017, (DOI: 10.1007/s12104-017-9792-1).

Abstract | Links | BibTeX

Gazzo, Andrea; Raimondi, Daniele; Daneels, Dorien; Moreau, Yves; Smits, Guillaume; Dooren, Sonia Van; Lenaerts, Tom

Understanding mutational effects in digenic diseases Journal Article

In: Nucleic acids research, vol. 45, no. 15, 2017, (DOI: 10.1093/nar/gkx557).

Abstract | Links | BibTeX

Reggiani, Claudio; Coppens, Sandra; Sekhara, Tayeb; Dimov, Ivan; Pichon, Bruno; Lufin, Nicolas; Addor, Marie Claude; Belligni, Elga Fabia; Digilio, Maria Cristina; Faletra, Flavio; Ferrero, Giovanni Battista; Gerard, Marion; Isidor, Bertrand; Joss, Shelagh; Niel-Bütschi, Florence; Perrone, Maria Dolores; Petit, Florence; Renieri, Alessandra; Romana, Serge; Topa, Alexandra; Vermeesch, Joris Robert; Lenaerts, Tom; Casimir, Georges; Abramowicz, Marc; Bontempi, Gianluca; Vilain, Catheline; Deconinck, Nicolas; Smits, Guillaume

Novel promoters and coding first exons in DLG2 linked to developmental disorders and intellectual disability. Journal Article

In: Genome medicine, vol. 9, no. 1, pp. 67, 2017, (DOI: 10.1186/s13073-017-0452-y).

Abstract | Links | BibTeX

Byrski, Aleksander; 'Swiderska, Ewelina; Łasisz, Jakub; Kisiel-Dorohinicki, Marek; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin; Nowe, Ann

Socio-cognitively inspired ant colony optimization Journal Article

In: Journal of Computational Science, vol. 21, pp. 397-406, 2017, (DOI: 10.1016/j.jocs.2016.10.010).

Abstract | Links | BibTeX

Martinez-Vaquero, Luis L A; Han, The Anh T A H; Pereira, Lu'is Moniz; Lenaerts, Tom

When agreement-accepting free-riders are a necessary evil for the evolution of cooperation. Journal Article

In: Scientific reports, vol. 7, no. 1, pp. 2478, 2017, (DOI: 10.1038/s41598-017-02625-z).

Abstract | Links | BibTeX

Orlando, Gabriele; Raimondi, Daniele; Khanna, T; Lenaerts, Tom; Vranken, Wim F

SVM-dependent pairwise HMM: an application to Protein pairwise alignments. Journal Article

In: Bioinformatics, 2017, (DOI: 10.1093/bioinformatics/btx391).

Abstract | Links | BibTeX

Kieken, Fabien; Loth, Karine; Nuland, Nico A J; Tompa, Peter; Lenaerts, Tom

Chemical shift assignments of the partially deuterated Fyn SH2-SH3 domain. Journal Article

In: Biomolecular NMR assignments, 2017, (DOI: 10.1007/s12104-017-9792-1).

Links | BibTeX

Raimondi, Daniele; cin, Ibrahim Tanyalc; Ferte, Julien; Gazzo, Andrea; Orlando, Gabriele; Lenaerts, Tom; Rooman, Marianne; Vranken, Wim F

DEOGEN2: prediction and interactive visualization of single amino acid variant deleteriousness in human proteins. Journal Article

In: Nucleic acids research, vol. 45, no. W1, pp. W201-W206, 2017, (DOI: 10.1093/nar/gkx390).

Abstract | Links | BibTeX

Gazzo, Andrea; Raimondi, Daniele; Daneels, Dorien; Moreau, Yves; Smits, Guillaume; Dooren, Sonia Van; Lenaerts, Tom

Understanding mutational effects in digenic diseases Journal Article

In: Nucleic acids research, vol. 45, no. 15, 2017, (DOI: 10.1093/nar/gkx557).

Links | BibTeX

Jeschke, Jana; Bizet, Martin; Desmedt, Christine; Calonne, Emilie; Dedeurwaerder, Sarah; Garaud, Soizic; Koch, Alexander; Larsimont, Denis; Salgado, Roberto; den Eynden, Gert Van; Willard-Gallo, Karen; Bontempi, Gianluca; Defrance, Matthieu; Sotiriou, Christos; Fuks, Franccois

DNA methylation-based immune response signature improves patient diagnosis in multiple cancers. Journal Article

In: The Journal of clinical investigation, vol. 127, no. 8, pp. 3090-3102, 2017, (DOI: 10.1172/JCI91095).

Links | BibTeX

Byrski, Aleksander; Świderska, Ewelina; Łasisz, Jakub; Kisiel-Dorohinicki, Marek; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin; Nowe, Ann

Socio-cognitively inspired ant colony optimization Journal Article

In: Journal of Computational Science, vol. 21, pp. 397-406, 2017, (DOI: 10.1016/j.jocs.2016.10.010).

Links | BibTeX

Reggiani, Claudio; Coppens, Sandra; Sekhara, Tayeb; Dimov, Ivan; Pichon, Bruno; Lufin, Nicolas; Addor, Marie Claude; Belligni, Elga Fabia; Digilio, Maria Cristina; Faletra, Flavio; Ferrero, Giovanni Battista; Gerard, Marion; Isidor, Bertrand; Joss, Shelagh; Niel-Bütschi, Florence; Perrone, Maria Dolores; Petit, Florence; Renieri, Alessandra; Romana, Serge; Topa, Alexandra; Vermeesch, Joris Robert; Lenaerts, Tom; Casimir, Georges; Abramowicz, Marc; Bontempi, Gianluca; Vilain, Catheline; Deconinck, Nicolas; Smits, Guillaume

Novel promoters and coding first exons in DLG2 linked to developmental disorders and intellectual disability. Journal Article

In: Genome medicine, vol. 9, no. 1, pp. 67, 2017, (DOI: 10.1186/s13073-017-0452-y).

Links | BibTeX

Raimondi, Daniele; Tanyalccin, Ibrahim; Ferte, Julien; Gazzo, Andrea; Orlando, Gabriele; Lenaerts, Tom; Rooman, Marianne; Vranken, Wim F

DEOGEN2: prediction and interactive visualization of single amino acid variant deleteriousness in human proteins. Journal Article

In: Nucleic acids research, vol. 45, no. W1, pp. W201-W206, 2017, (DOI: 10.1093/nar/gkx390).

Links | BibTeX

Bontempi, Gianluca; Borgne, Yann-A"el Le; Stefani, Jacopo De

A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting Inproceedings

In: 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), pp. 222-231, 2017, (DOI: 10.1109/DSAA.2017.1).

Links | BibTeX

Lipski, Deborah; Dewispelaere, Remi; Foucart, Vincent; Caspers, Laure; Defrance, Matthieu; Bruyns, Catherine; Willermain, Francois

MHC class II expression and potential antigen-presenting cells in the retina during experimental autoimmune uveitis Journal Article

In: Journal of neuroinflammation, vol. 14, no. 1, 2017, (DOI: 10.1186/s12974-017-0915-5).

Links | BibTeX

Fernandez-Domingos, Elias; Burguillo-Rial, Juan C.; Nowe, Ann; Lenaerts, Tom

Coordinating Human and Agent Behavior in Collective-Risk Scenarios Inproceedings

In: Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI-17), 2017, (Conference: 31st AAAI Conference on Artificial Intelligence (AAAI-17)(4-9 February 2017: San Francisco, USA)).

Links | BibTeX

Orlando, Gabriele; Raimondi, Daniele; Khanna, T.; Lenaerts, Tom; Vranken, Wim F

SVM-dependent pairwise HMM: an application to Protein pairwise alignments. Journal Article

In: Bioinformatics, 2017, (DOI: 10.1093/bioinformatics/btx391).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luís Moniz; Martinez-Vaquero, Luis L. A.; Lenaerts, Tom

Centralized vs. Personalized Commitments and their influence on Cooperation in Group Interactions Inproceedings

In: Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI-17), 2017, (Conference: 31st AAAI Conference on Artificial Intelligence (AAAI-17)(4-9 February 2017: San Francisco, USA)).

Links | BibTeX

Martinez-Vaquero, Luis L. A.; Han, The Anh T. A. H.; Pereira, Luís Moniz; Lenaerts, Tom

When agreement-accepting free-riders are a necessary evil for the evolution of cooperation. Journal Article

In: Scientific reports, vol. 7, no. 1, pp. 2478, 2017, (DOI: 10.1038/s41598-017-02625-z).

Links | BibTeX

Fernandez-Domingos, Elias; Burguillo-Rial, Juan C.; Lenaerts, Tom

Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game Inproceedings

In: Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI-17), 2017, (Conference: 31st AAAI Conference on Artificial Intelligence (AAAI-17)(4-9 February 2017: San Francisco, USA)).

Links | BibTeX

Pham, Ngoc Cam; Haibe-Kains, Benjamin; Bellot, Pau; Bontempi, Gianluca; Meyer, Patrick E.

Study of Meta-analysis strategies for network inference using information-theoretic approaches Journal Article

In: BioData Mining, vol. 10, no. 1, 2017, (DOI: 10.1186/s13040-017-0136-6).

Links | BibTeX

Pereira, Luis Moniz; Lenaerts, Tom; Martinez-Vaquero, Luis A; others,

Social manifestation of guilt leads to stable cooperation in multi-agent systems Inproceedings

In: Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems(AAMAS), pp. 1422-1430, 2017, (Language of publication: en).

Links | BibTeX

Bontempi, Gianluca; Borgne, Yann-A"el Le; Stefani, Jacopo De

A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting Inproceedings

In: 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), pp. 222-231, 2017, (DOI: 10.1109/DSAA.2017.1).

Abstract | Links | BibTeX

Pereira, Luís Moniz; Lenaerts, Tom; Martinez-Vaquero, Luis L. A.; Han, The Anh T. A. H.

Social manifestation of guilt leads to stable cooperation in multi-agent systems Journal Article

In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, vol. 3, pp. 1421-1430, 2017, (Language of publication: en).

Links | BibTeX

Pereira, Luis Moniz; Lenaerts, Tom; Han, The Anh T. A. H.; Martinez-Vaquero, Luis A

Evolutionary Game Theory Modelling of Guilt Inproceedings

In: Proceedings of the AISB Annual Convention, Symposium on Computational Modelling of Emotion: Theory and Applications, pp. 189-192, 2017, (Language of publication: en).

Links | BibTeX

Stefani, Jacopo De; Caelen, Olivier; Hattab, Dalila; Bontempi, Gianluca

Machine Learning for Multi-step Ahead Forecasting of Volatility Proxies Inproceedings

In: 2nd Workshop on MIning DAta for financial applicationS (MIDAS), pp. 17-28, 2017, (Conference: MIDAS 2017(Skopje, Macedonia)).

Abstract | Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luís Marcelo; Lenaerts, Tom

Commitment and participation in public goods games Journal Article

In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, vol. 3, pp. 1431-1432, 2017, (Language of publication: en).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luís Moniz; Martinez-Vaquero, Luis A; Lenaerts, Tom

Evolution of commitment and level of participation in public goods games. Inproceedings

In: Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 1431-1432, 2017, (Language of publication: en).

Links | BibTeX

Pozzolo, Andrea Dal; Boracchi, Giacomo; Caelen, Olivier; Alippi, Cesare; Bontempi, Gianluca

Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy Journal Article

In: IEEE Transactions on Neural Networks and Learning Systems, vol. 99, 2017, (DOI: 10.1109/TNNLS.2017.2736643).

Links | BibTeX

Lenaerts, Tom; Han, The Anh T. A. H.; Pereira, Luis Moniz; Martinez-Vaquero, Luis A

When apology is sincere, cooperation evolves, even when mistakes occur frequently Inproceedings

In: Proceedings of the AISB Annual Convention, Symposium on Computational Modelling of Emotion: Theory and Applications, pp. 193-195, 2017, (Language of publication: en).

Links | BibTeX

Carcillo, Fabrizio; Pozzolo, Andrea Dal; Borgne, Yann-A"el Le; Caelen, Olivier; Mazzer, Yannis; Bontempi, Gianluca

SCARFF: a Scalable Framework for Streaming Credit Card Fraud Detection with Spark Journal Article

In: Information fusion, 2017, (DOI: 10.1016/j.inffus.2017.09.005).

Links | BibTeX

Stefani, Jacopo De; Caelen, Olivier; Hattab, Dalila; Bontempi, Gianluca

Machine Learning for Multi-step Ahead Forecasting of Volatility Proxies Inproceedings

In: 2nd Workshop on MIning DAta for financial applicationS (MIDAS), pp. 17-28, 2017, (Conference: MIDAS 2017(Skopje, Macedonia)).

Links | BibTeX

Xu, Taosheng; Le, Thuc Duy; Liu, Lin; Su, Ning; Wang, Rujing; Sun, Bingyu; Colaprico, Antonio; Bontempi, Gianluca; Li, Jiuyong

CancerSubtypes: An R/Bioconductor package for molecular cancer subtype identification, validation and visualization Journal Article

In: Bioinformatics, vol. 33, no. 19, pp. 3131-3133, 2017, (DOI: 10.1093/bioinformatics/btx378).

Links | BibTeX

Pham, Ngoc Cam; Haibe-Kains, Benjamin; Bellot, Pau; Bontempi, Gianluca; Meyer, Patrick E.

Study of Meta-analysis Strategies for Network Inference Using Information-Theoretic Approaches Journal Article

In: Proceedings - International Workshop on Database and Expert Systems Applications, pp. 76-83, 2017, (DOI: 10.1109/DEXA.2016.030).

Links | BibTeX

Cava, Claudia; Colaprico, Antonio; Bertoli, Gloria; Graudenzi, Alex; Silva, Tiago C; Olsen, Catharina; Noushmehr, Houtan; Bontempi, Gianluca; Mauri, Giancarlo; Castiglioni, Isabella

SpidermiR: an R/Bioconductor package for integrative analysis with miRNA data Journal Article

In: International journal of molecular sciences, 2017, (DOI: 10.3390/ijms18020274).

Links | BibTeX

Jansen, Maarten; Amghar, Mohamed

Multiscale Local Polynomial Decompositions using bandwidths as scales Journal Article

In: Statistics and computing, vol. 27, no. 5, pp. 1383-1399, 2017, (DOI: 10.1007/s11222-016-9692-8).

Links | BibTeX

Garaud, Soizic; Roufosse, Florence; Silva, Pushpamali De; Gu-Trantien, Chunyan; Lodewyckx, Jean Nicolas; Duvillier, Hugues; Dedeurwaerder, Sarah; Bizet, Martin; Defrance, Matthieu; Fuks, Franccois; Bex, Franccoise; Willard-Gallo, Karen

FOXP1 is a regulator of quiescence in healthy human CD4+ T cells and is constitutively repressed in T cells from patients with lymphoproliferative disorders Journal Article

In: European Journal of Immunology, vol. 47, no. 1, pp. 168-179, 2017, (DOI: 10.1002/eji.201646373).

Links | BibTeX

Huculeci, Radu Ion; Kieken, Fabien; Garcia-Pino, Abel; Buts, Lieven; van Nuland, Nico A J; Lenaerts, Tom

Structural characterization of monomeric/dimeric state of p59fyn SH2 domain Book Chapter

In: vol. 1555, pp. 555, Humana Press, 2017, (Language of publication: fr).

Links | BibTeX

Pereira, Luis Moniz; Lenaerts, Tom; Han, The Anh T A H; Martinez-Vaquero, Luis A

Evolutionary Game Theory Modelling of Guilt Inproceedings

In: Proceedings of the AISB Annual Convention, Symposium on Computational Modelling of Emotion: Theory and Applications, pp. 189-192, 2017, (Language of publication: en).

Links | BibTeX

Lenaerts, Tom; Han, The Anh T A H; Pereira, Luis Moniz; Martinez-Vaquero, Luis A

When apology is sincere, cooperation evolves, even when mistakes occur frequently Inproceedings

In: Proceedings of the AISB Annual Convention, Symposium on Computational Modelling of Emotion: Theory and Applications, pp. 193-195, 2017, (Language of publication: en).

Links | BibTeX

Pereira, Luis Moniz; Lenaerts, Tom; Martinez-Vaquero, Luis A; others,

Social manifestation of guilt leads to stable cooperation in multi-agent systems Inproceedings

In: Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems(AAMAS), pp. 1422-1430, 2017, (Language of publication: en).

Links | BibTeX

Han, The Anh T A H; Pereira, Lu'is Moniz; Martinez-Vaquero, Luis A; Lenaerts, Tom

Evolution of commitment and level of participation in public goods games. Inproceedings

In: Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 1431-1432, 2017, (Language of publication: en).

Links | BibTeX

Amghar, Mohamed

Multiscale local polynomial transforms in smoothing and density estimation PhD Thesis

2017, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Raimondi, Daniele

The effect of genome variation on human proteins: understanding variants and improving their deleteriousness prediction through extensive contextualisation PhD Thesis

2017, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Cava, Claudia; Colaprico, Antonio; Bertoli, Gloria; Graudenzi, Alex; Silva, Tiago C; Olsen, Catharina; Noushmehr, Houtan; Bontempi, Gianluca; Mauri, Giancarlo; Castiglioni, Isabella

SpidermiR: an R/Bioconductor package for integrative analysis with miRNA data Journal Article

In: International journal of molecular sciences, 2017, (DOI: 10.3390/ijms18020274).

Abstract | Links | BibTeX

Carcillo, Fabrizio; Pozzolo, Andrea Dal; Borgne, Yann-A"el Le; Caelen, Olivier; Mazzer, Yannis; Bontempi, Gianluca

SCARFF: a Scalable Framework for Streaming Credit Card Fraud Detection with Spark Journal Article

In: Information fusion, 2017, (DOI: 10.1016/j.inffus.2017.09.005).

Abstract | Links | BibTeX

Pham, Ngoc Cam; Haibe-Kains, Benjamin; Bellot, Pau; Bontempi, Gianluca; Meyer, Patrick E

Study of Meta-analysis strategies for network inference using information-theoretic approaches Journal Article

In: BioData Mining, vol. 10, no. 1, 2017, (DOI: 10.1186/s13040-017-0136-6).

Abstract | Links | BibTeX

Pham, Ngoc Cam; Haibe-Kains, Benjamin; Bellot, Pau; Bontempi, Gianluca; Meyer, Patrick E

Study of Meta-analysis Strategies for Network Inference Using Information-Theoretic Approaches Journal Article

In: Proceedings - International Workshop on Database and Expert Systems Applications, pp. 76-83, 2017, (DOI: 10.1109/DEXA.2016.030).

Abstract | Links | BibTeX

64 entries « 1 of 2 »
52 entries « 1 of 2 »

2016

Bugajski, Iwan; Byrski, Aleksander; Kisiel-Dorohinicki, Marek; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin

Adaptation of Population Structure in Socio-cognitive Particle Swarm Optimization Journal Article

In: Procedia Computer Science, vol. 101, pp. 177-186, 2016, (DOI: 10.1016/j.procs.2016.11.022).

Abstract | Links | BibTeX

Han, The Anh T A H; Pereira, Lu'is Moniz; Lenaerts, Tom

Evolution of commitment and level of participation in public goods games Journal Article

In: Autonomous agents and multi-agent systems, pp. 24, 2016, (DOI: 10.1007/s10458-016-9338-4).

Abstract | Links | BibTeX

Martinez-Vaquero, Luis L A; Gruji'c, Jelena; Lenaerts, Tom

Equivalence of cooperation indexes: Comment on Universal scaling for the dilemma strength in evolutionary games by Z. Wang et al. Journal Article

In: Physics of life reviews, vol. 16, pp. 196-197, 2016, (DOI: 10.1016/j.plrev.2015.07.005).

Links | BibTeX

Bugajski, Iwan; Listkiewicz, Piotr; Byrski, Aleksander; Kisiel-Dorohinicki, Marek; Korczynski, Wojciech; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin; Nowe, Ann

Enhancing particle swarm optimization with socio-cognitive inspirations Journal Article

In: Procedia Computer Science, vol. 80, pp. 804-813, 2016, (DOI: 10.1016/j.procs.2016.05.370).

Abstract | Links | BibTeX

Huculeci, Radu Ion; Cilia, Elisa; Lyczek, Agatha; Buts, Lieven; Houben, Klaartje; Seeliger, Markus MA; van Nuland, Nico A J; Lenaerts, Tom

Dynamically Coupled Residues within the SH2 Domain of FYN Are Key to Unlocking Its Activity. Journal Article

In: Structure, vol. 24, no. 11, pp. 1947-1959, 2016, (DOI: 10.1016/j.str.2016.08.016).

Abstract | Links | BibTeX

Han, The Anh T A H; Lenaerts, Tom

A synergy of costly punishment and commitment in cooperation dilemmas Journal Article

In: Adaptive behavior, vol. 24, no. 4, pp. 237-248, 2016, (DOI: 10.1177/1059712316653451).

Abstract | Links | BibTeX

Raimondi, Daniele; Gazzo, Andrea; Rooman, Marianne; Lenaerts, Tom; Vranken, Wim

Multilevel biological characterization of exomic variants at the protein level significantly improves the identification of their deleterious effects Journal Article

In: Bioinformatics, vol. 32, no. 12, pp. 1797-1804, 2016, (DOI: 10.1093/bioinformatics/btw094).

Abstract | Links | BibTeX

Ruano, Ana Zafra; Cilia, Elisa; Couceiro, José JR; Sanz, Javier Ruiz; Schymkowitz, Joost J; Rousseau, Frédéric; Luque, Irene; Lenaerts, Tom

From Binding-Induced Dynamic Effects in SH3 Structures to Evolutionary Conserved Sectors. Journal Article

In: PLoS computational biology, vol. 12, no. 5, pp. e1004938, 2016, (DOI: 10.1371/journal.pcbi.1004938).

Abstract | Links | BibTeX

'Swiderska, Ewelina; Łasisz, Jakub; Byrski, Aleksander; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin; Nowe, Ann; Kisiel-Dorohinicki, Marek

Measuring diversity of socio-cognitively inspired ACO search Journal Article

In: Lecture notes in computer science, vol. 9597, pp. 393-408, 2016, (DOI: 10.1007/978-3-319-31204-0_26).

Abstract | Links | BibTeX

Lenaerts, Tom

Conditions for the evolution of apology and forgiveness in populations of autonomous agents Inproceedings

In: The 2016 AAAI Spring Symposium Series: Technical Reports, 2016, (Conference: AAAI Spring Symposium on “Ethical and Moral Considerations in Non-Human Agents”.(Stanford, USA)).

Links | BibTeX

Pereira, Luís Moniz; Han, The Anh T. A. H.; Martinez-Vaquero, Luis L. A.; Lenaerts, Tom

Guilt for non-humans Inproceedings

In: The 2016 AAAI Spring Symposium Series: Technical reports, 2016, (Conference: The 2016 AAAI Spring Symposium on “Ethical and Moral Considerations in Non-Human Agents”(21-23 March 2016: Stanford, USA)).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luís Moniz; Lenaerts, Tom

Emergence of Cooperation in Group Interactions: Avoidance versus Restriction Inproceedings

In: The 2016 AAAI Spring Symposium Series: Technical Reports, 2016, (Conference: AAAI Spring Symposium on “Ethical and Moral Considerations in Non-Human Agents”(21-23 March 2016: Stanford, USA)).

Links | BibTeX

Huculeci, Radu Ion; Cilia, Elisa; Lyczek, Agatha; Buts, Lieven; Houben, Klaartje; Seeliger, Markus MA; Nuland, Nico A J; Lenaerts, Tom

Dynamically Coupled Residues within the SH2 Domain of FYN Are Key to Unlocking Its Activity. Journal Article

In: Structure, vol. 24, no. 11, pp. 1947-1959, 2016, (DOI: 10.1016/j.str.2016.08.016).

Links | BibTeX

Cava, Claudia; Colaprico, Antonio; Bertoli, Gloria; Bontempi, Gianluca; Mauri, Giancarlo; Castiglioni, Isabella

How interacting pathways are regulated by miRNAs in breast cancer subtypes Journal Article

In: BMC bioinformatics, vol. 17, 2016, (DOI: 10.1186/s12859-016-1196-1).

Links | BibTeX

Grembergen, Olivier Van; Bizet, Martin; Bony, Eric James; Calonne, Emilie; Putmans, Pascale; Brohée, Sylvain; Olsen, Catharina; Guo, Mingzhou; Bontempi, Gianluca; Sotiriou, Christos; Defrance, Matthieu; Fuks, Franccois

Portraying breast cancers with long noncoding RNAs Journal Article

In: Science advances, vol. 2, no. 9, 2016, (DOI: 10.1126/sciadv.1600220).

Links | BibTeX

Han, The Anh T. A. H.; Lenaerts, Tom

A synergy of costly punishment and commitment in cooperation dilemmas Journal Article

In: Adaptive behavior, vol. 24, no. 4, pp. 237-248, 2016, (DOI: 10.1177/1059712316653451).

Links | BibTeX

Raimondi, Daniele; Gazzo, Andrea; Rooman, Marianne; Lenaerts, Tom; Vranken, Wim

Multilevel biological characterization of exomic variants at the protein level significantly improves the identification of their deleterious effects Journal Article

In: Bioinformatics, vol. 32, no. 12, pp. 1797-1804, 2016, (DOI: 10.1093/bioinformatics/btw094).

Links | BibTeX

Ruano, Ana Zafra; Cilia, Elisa; Couceiro, José JR; Sanz, Javier Ruiz; Schymkowitz, Joost J.; Rousseau, Frédéric; Luque, Irene; Lenaerts, Tom

From Binding-Induced Dynamic Effects in SH3 Structures to Evolutionary Conserved Sectors. Journal Article

In: PLoS computational biology, vol. 12, no. 5, pp. e1004938, 2016, (DOI: 10.1371/journal.pcbi.1004938).

Links | BibTeX

Świderska, Ewelina; Łasisz, Jakub; Byrski, Aleksander; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin; Nowe, Ann; Kisiel-Dorohinicki, Marek

Measuring diversity of socio-cognitively inspired ACO search Journal Article

In: Lecture notes in computer science, vol. 9597, pp. 393-408, 2016, (DOI: 10.1007/978-3-319-31204-0_26).

Links | BibTeX

Martinez-Vaquero, Luis L. A.; Gruji'c, Jelena; Lenaerts, Tom

Equivalence of cooperation indexes: Comment on Universal scaling for the dilemma strength in evolutionary games by Z. Wang et al. Journal Article

In: Physics of life reviews, vol. 16, pp. 196-197, 2016, (DOI: 10.1016/j.plrev.2015.07.005).

Links | BibTeX

Han, The Anh T. A. H.; Pereira, Luís Moniz; Lenaerts, Tom

Evolution of commitment and level of participation in public goods games Journal Article

In: Autonomous agents and multi-agent systems, pp. 24, 2016, (DOI: 10.1007/s10458-016-9338-4).

Links | BibTeX

Bugajski, Iwan; Byrski, Aleksander; Kisiel-Dorohinicki, Marek; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin

Adaptation of Population Structure in Socio-cognitive Particle Swarm Optimization Journal Article

In: Procedia Computer Science, vol. 101, pp. 177-186, 2016, (DOI: 10.1016/j.procs.2016.11.022).

Links | BibTeX

Bugajski, Iwan; Listkiewicz, Piotr; Byrski, Aleksander; Kisiel-Dorohinicki, Marek; Korczynski, Wojciech; Lenaerts, Tom; Samson, Dana; Indurkhya, Bipin; Nowe, Ann

Enhancing particle swarm optimization with socio-cognitive inspirations Journal Article

In: Procedia Computer Science, vol. 80, pp. 804-813, 2016, (DOI: 10.1016/j.procs.2016.05.370).

Links | BibTeX

Borgne, Yann-A"el Le; Homolova, Adriana; Bontempi, Gianluca

OpenTED browser: Insights into European Public Spendings Journal Article

In: CEUR Workshop Proceedings, vol. 1831, 2016, (Language of publication: en).

Links | BibTeX

Silva, Tiago T. C.; Colaprico, Antonio; Olsen, Catharina; D'Angelo, Fulvio; Bontempi, Gianluca; Ceccarelli, Michele; Noushmehr, Houtan

TCGA Workflow: Analyze cancer genomics and epigenomics data using Bioconductor packages [version 1; referees: 1 approved, 1 approved with reservations] Journal Article

In: F1000Research, vol. 5, 2016, (DOI: 10.12688/F1000RESEARCH.8923.1).

Links | BibTeX

Bontempi, Gianluca

A blocking strategy for ranking features according to probabilistic relevance Journal Article

In: Lecture notes in computer science, vol. 10122 LNCS, pp. 59-69, 2016, (DOI: 10.1007/978-3-319-51469-7_5).

Links | BibTeX

Jansen, Maarten

Non-equispaced B-spline wavelets Journal Article

In: International Journal of Wavelets, Multiresolution and Information Processing, vol. 14, no. 6, 2016, (DOI: 10.1142/S0219691316500569).

Links | BibTeX

Brenner, Carmen; Luciani, Judith; Bizet, Martin; Ndlovu, Matladi N.; Josseaux, Eléonore; Dedeurwaerder, Sarah; Calonne, Emilie; Putmans, Pascale; Cartron, Pierre Francois; Defrance, Matthieu; Fuks, Franccois; Deplus, Rachel

The interplay between the lysine demethylase KDM1A and DNA methyltransferases in cancer cells is cell cycle dependent Journal Article

In: Oncotarget, vol. 7, no. 37, pp. 58939-58952, 2016, (DOI: 10.18632/oncotarget.10624).

Links | BibTeX

Delatte, Benjamin; Wang, Feifei; Ngoc, Long Vo; Collignon, Evelyne; Bonvin, Elise; Deplus, Rachel; Calonne, Emilie; Hassabi, Bouchra; Putmans, Pascale; Awe, Stephan; Wetzel, Collin; Kreher, Judith; Soin, Romuald; Creppe, Catherine; Limbach, Patrick A.; Gueydan, Cyril; Kruys, Véronique; Brehm, A; Minakhina, Svetlana; Defrance, Matthieu; Steward, Ruth; Fuks, Franccois

Transcriptome-wide distribution and function of RNA hydroxymethylcytosine Journal Article

In: Science, vol. 351, no. 6270, pp. 282-285, 2016, (DOI: 10.1126/science.aac5253).

Links | BibTeX

Steckelmacher, Denis; Lenaerts, Tom

Reinforcement learning in complex environments: Evaluating algorithms on image classification. Informatique Masters Thesis

2016, (Language of publication: fr).

Links | BibTeX

Velde, Thibaut Van De; Lenaerts, Tom

Concevoir un mod`ele de jeu `a ressources communes au sein d'un cloud. Informatique Masters Thesis

2016, (Language of publication: fr).

Links | BibTeX

Wit, Nathalie De; Lenaerts, Tom

Cluster analysis of neurodevelopmental diseases with Spark. Informatique Masters Thesis

2016, (Language of publication: fr).

Links | BibTeX

Han, The Anh T A H; Pereira, Lu'is Moniz; Lenaerts, Tom

Emergence of Cooperation in Group Interactions: Avoidance versus Restriction Inproceedings

In: The 2016 AAAI Spring Symposium Series: Technical Reports, 2016, (Conference: AAAI Spring Symposium on ``Ethical and Moral Considerations in Non-Human Agents''(21-23 March 2016: Stanford, USA)).

Links | BibTeX

Pereira, Lu'is Moniz; Han, The Anh T A H; Martinez-Vaquero, Luis L A; Lenaerts, Tom

Guilt for non-humans Inproceedings

In: The 2016 AAAI Spring Symposium Series: Technical reports, 2016, (Conference: The 2016 AAAI Spring Symposium on ``Ethical and Moral Considerations in Non-Human Agents''(21-23 March 2016: Stanford, USA)).

Links | BibTeX

Lenaerts, Tom

Conditions for the evolution of apology and forgiveness in populations of autonomous agents Inproceedings

In: The 2016 AAAI Spring Symposium Series: Technical Reports, 2016, (Conference: AAAI Spring Symposium on ``Ethical and Moral Considerations in Non-Human Agents''.(Stanford, USA)).

Links | BibTeX

Zisis, Ioannis

The Effect of Group Formation on Behaviour: An Experimental and Evolutionary Analysis PhD Thesis

2016, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Cava, Claudia; Colaprico, Antonio; Bertoli, Gloria; Bontempi, Gianluca; Mauri, Giancarlo; Castiglioni, Isabella

How interacting pathways are regulated by miRNAs in breast cancer subtypes Journal Article

In: BMC bioinformatics, vol. 17, 2016, (DOI: 10.1186/s12859-016-1196-1).

Abstract | Links | BibTeX

Borgne, Yann-A"el Le; Homolova, Adriana; Bontempi, Gianluca

OpenTED browser: Insights into European Public Spendings Journal Article

In: CEUR Workshop Proceedings, vol. 1831, 2016, (Language of publication: en).

Abstract | Links | BibTeX

Bontempi, Gianluca

A blocking strategy for ranking features according to probabilistic relevance Journal Article

In: Lecture notes in computer science, vol. 10122 LNCS, pp. 59-69, 2016, (DOI: 10.1007/978-3-319-51469-7_5).

Abstract | Links | BibTeX

Silva, Tiago T C; Colaprico, Antonio; Olsen, Catharina; D'Angelo, Fulvio; Bontempi, Gianluca; Ceccarelli, Michele; Noushmehr, Houtan

TCGA Workflow: Analyze cancer genomics and epigenomics data using Bioconductor packages [version 1; referees: 1 approved, 1 approved with reservations] Journal Article

In: F1000Research, vol. 5, 2016, (DOI: 10.12688/F1000RESEARCH.8923.1).

Abstract | Links | BibTeX