Publications

Journals and Conferences Publications

796 entries « 1 of 16 »

2025

Njoku, Uchechukwu U. F.; Abelló, Alberto; Bilalli, Besim; Bontempi, Gianluca

On many-objective feature selection and the need for interpretability Journal Article

In: Expert systems with applications, vol. 267, 2025, (DOI: 10.1016/j.eswa.2024.126191).

Abstract | Links | BibTeX

Njoku, Uchechukwu U. F.; Abelló, Alberto; Bilalli, Besim; Bontempi, Gianluca

On many-objective feature selection and the need for interpretability Journal Article

In: Expert systems with applications, vol. 267, 2025, (DOI: 10.1016/j.eswa.2024.126191).

Abstract | Links | BibTeX

2024

Terrucha, Ines; Domingos, Elias Fernandez; Suchon, Remi; Santos, Francisco C; Simoens, Pieter; Lenaerts, Tom

Humans program artificial delegates to accurately solve collective-risk dilemmas, but lack precision Miscellaneous

2024, (Conference: Machine+behavior Conference(Berlin, Allemagne)).

Links | BibTeX

Kirchsteiger, Georg; Lenaerts, Tom; Suchon, Remi

Growing cooperation Miscellaneous

2024, (Conference: Conference of the French Experimental Economics Association(14: grenoble, France)).

Links | BibTeX

Bosch, Inas; Gravel, Barbara; Lenaerts, Tom

Knowledge graph embeddings for the prediction of pathogenic gene pairs Miscellaneous

2024, (Conference: European Conference on Computational Biology.(23: 16/09-20/09/2024: Turku, Finland)).

Links | BibTeX

Gravel, Barbara; Renaux, Alexandre; Papadimitriou, Sofia; Smits, Guillaume; Nowé, Ann; Lenaerts, Tom

Prioritization of variant combinations in whole exomes Miscellaneous

2024, (Conference: European Conference on Computational Biology.(23: 16/09-20/09/2024: Turku, Finland)).

Links | BibTeX

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

Dealing with Expert Bias in Collective Decision-making Miscellaneous

2024, (Conference: European Conference on Artificial Intelligence(27: 19/10-24/10/2024: Santiago de Compostella)).

Links | BibTeX

Leung, Chin Wing; Lenaerts, Tom; Turrini, Paolo

To Promote Full Cooperation in Social Dilemmas, Agents Need to Unlearn Loyalty Proceedings Article

In: Larson, Kate (Ed.): Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, pp. 111-119, International Joint Conferences on Artificial Intelligence (IJCAI) Organization, 2024, (Conference: International Joint Conference on Artificial Intelligence(33: 3/8-9/8/2024: Jeju. Korea)).

Abstract | Links | BibTeX

Molinghen, Yannick; Avalos, Raphaël; Achter, Mark Van; Nowé, Ann; Lenaerts, Tom

Laser Learning Environment: A new environment for coordination-critical multi-agent tasks Proceedings Article

In: Oliehoek, Frans F. A.; Manon, Kok; Verwer, Sicco (Ed.): Artificial Intelligence and Machine Learning: Revised Selected Papers, Springer Science and Business Media Deutschland GmbH, 2024, (Conference: Benelux Conference Ai conference, BNAIC(35: 8-10/11/2023: TU Delft)).

Abstract | Links | BibTeX

Attafi, Omar Abdelghani; Clementel, Damiano; Kyritsis, Konstantinos; Capriotti, Emidio; Farrell, Gavin; Fragkouli, Styliani-Christina; Castro, Leyla Jael; Hatos, András; Lenaerts, Tom; Mazurenko, Stanislav; Mozaffari, Soroush; Pradelli, Franco; Ruch, Patrick; Savojardo, Castrense; Turina, Maria Paola; Zambelli, Federico; Piovesan, Damiano; Monzon, Alexander Miguel; Psomopoulos, Fotis F. E.; Tosatto, Silvio S. C. E.

DOME Registry: implementing community-wide recommendations for reporting supervised machine learning in biology Journal Article

In: GigaScience, vol. 13, pp. 8, 2024, (DOI: 10.1093/gigascience/giae094).

Abstract | Links | BibTeX

Juchnewitsch, Anna Grete; Pomm, Kristjan; Dutta, Avirup; Tamp, Erik; Valkna, Anu; Lillepea, Kristiina; Mahyari, Eisa; Tjagur, Stanislav; Belova, Galina; Kübarsepp, Viljo; Castillo-Madeen, Helen; Riera-Escamilla, Antoni; Põlluaas, Lisanna; Nagirnaja, Liina; Poolamets, Olev; Vihljajev, Vladimir; Sütt, Mailis; Versbraegen, Nassim; Papadimitriou, Sofia; McLachlan, Robert Ian; Jarvi, Keith Allen; Schlegel, Peter P. N.; Tennisberg, Sven; Korrovits, Paul; Vigh-Conrad, Katinka; O’Bryan, Moira M. K.; Aston, Kenneth Ivan; Lenaerts, Tom; Conrad, Donald D. F.; Kasak, Laura; Punab, Margus; Laan, Maris

Undiagnosed RASopathies in infertile men Journal Article

In: Frontiers in endocrinology, vol. 15, 2024, (DOI: 10.3389/fendo.2024.1312357).

Abstract | Links | BibTeX

Stefanija, Ana Pop; Buelens, Bart; Goesaert, Elfi; Lenaerts, Tom; Pierson, Jean René; den Bussche, Jan Van

Toward a Solid Acceptance of the Decentralized Web of Personal Data: Societal and Technological Convergence Journal Article

In: Communications of the ACM, vol. 67, no. 1, pp. 43-46, 2024, (DOI: 10.1145/3624555).

Abstract | Links | BibTeX

Lenaerts, Tom; Saponara, Marco; Pacheco, Jorge J. M.; Santos, Francisco C.

Evolution of a theory of mind Journal Article

In: iScience, vol. 27, no. 2, 2024, (DOI: 10.1016/j.isci.2024.108862).

Abstract | Links | BibTeX

Terrucha, Ines; Domingos, Elias Fernández; Santos, Francisco C.; Simoens, Pieter; Lenaerts, Tom

The art of compensation: How hybrid teams solve collective-risk dilemmas Journal Article

In: PloS one, vol. 19, no. 2 February, 2024, (DOI: 10.1371/journal.pone.0297213).

Abstract | Links | BibTeX

Gravel, Barbara; Renaux, Alexandre; Papadimitriou, Sofia; Smits, Guillaume; Nowe, Ann; Lenaerts, Tom

Prioritization of oligogenic variant combinations in whole exomes Journal Article

In: Bioinformatics, vol. 40, no. 4, 2024, (DOI: 10.1093/bioinformatics/btae184).

Abstract | Links | BibTeX

Lillepea, Kristiina; Juchnewitsch, Anna Grete; Kasak, Laura; Valkna, Anu; Dutta, Avirup; Pomm, Kristjan; Poolamets, Olev; Nagirnaja, Liina; Tamp, Erik; Mahyari, Eisa; Vihljajev, Vladimir; Tjagur, Stanislav; Papadimitriou, Sofia; Riera-Escamilla, Antoni; Versbraegen, Nassim; Farnetani, Ginevra; Castillo-Madeen, Helen; Sütt, Mailis; Kübarsepp, Viljo; Tennisberg, Sven; Korrovits, Paul; Krausz, Csilla; Aston, Kenneth Ivan; Lenaerts, Tom; Conrad, Donald D. F.; Punab, Margus; Laan, Maris

Toward clinical exomes in diagnostics and management of male infertility Journal Article

In: American journal of human genetics, vol. 111, no. 5, pp. 877-895, 2024, (DOI: 10.1016/j.ajhg.2024.03.013).

Abstract | Links | BibTeX

Nachtegael, Charlotte; Stefani, Jacopo De; Cnudde, Anthony; Lenaerts, Tom

DUVEL: an active-learning annotated biomedical corpus for the recognition of oligogenic combinations Journal Article

In: Database, vol. 2024, no. 2024, 2024, (DOI: 10.1093/database/baae039).

Abstract | Links | BibTeX

Kirchsteiger, Georg; Lenaerts, Tom; Suchon, Remi

Voluntary versus mandatory information disclosure in the sequential prisoner’s dilemma Journal Article

In: Economic theory, 2024, (DOI: 10.1007/s00199-024-01563-y).

Abstract | Links | BibTeX

Terrucha, Ines; Domingos, Elias Fernández; Simoens, Pieter; Lenaerts, Tom

Committing to the wrong artificial delegate in a collective-risk dilemma is better than directly committing mistakes Journal Article

In: Scientific reports, vol. 14, no. 1, 2024, (DOI: 10.1038/s41598-024-61153-9).

Abstract | Links | BibTeX

Rivière, Quentin; Raskin, Virginie; Melo, Romário; Boutet, Stéphanie; Corso, Massimiliano; Defrance, Matthieu; Webb, Alex A. R.; Verbruggen, Nathalie; Anoman, Djoro Armand

Effects of light regimes on circadian gene co‐expression networks in Arabidopsis thaliana Journal Article

In: Plant Direct, vol. 8, no. 8, 2024, (DOI: 10.1002/pld3.70001).

Abstract | Links | BibTeX

Jansen, Maarten

Information criteria for structured parameter selection in high dimensional tree and graph models Journal Article

In: Digital signal processing, vol. 148, 2024, (Language of publication: fr).

Links | BibTeX

Bhattacharya, Shreya; Lefèvre, Laure; Chatzistergos, T; Hayakawa, Hisashi; Jansen, Maarten

RudolfWolf to AlfredWolfer: The Transfer of the Reference Observer in the International Sunspot Number Series (1876–1893) Journal Article

In: Solar physics, vol. 299, 2024, (Language of publication: fr).

Links | BibTeX

Colot, Martin; Simar, Cédric; Petieau, Mathieu; Alvarez, Ana Maria Cebolla; Chéron, Guy; Bontempi, Gianluca

EMG subspace alignment and visualization for cross-subject hand gesture classification Miscellaneous

2024, (Conference: ECML-PKDD 2023 Worshop - Adapting to change : Reliable Learning Across Domains (2023-09-18: Turin)).

Abstract | Links | BibTeX

Lebichot, Bertrand; Siblini, Wissam; Paldino, Gian Marco; Borgne, Yann-Aël Le; Oblé, Frédéric; Bontempi, Gianluca

Assessment of catastrophic forgetting in continual credit card fraud detection Journal Article

In: Expert systems with applications, vol. 249, 2024, (DOI: 10.1016/j.eswa.2024.123445).

Abstract | Links | BibTeX

Paldino, Gian Marco; Lebichot, Bertrand; Borgne, Yann-Aël Le; Siblini, Wissam; Oblé, Frédéric; Boracchi, Giacomo; Bontempi, Gianluca

The role of diversity and ensemble learning in credit card fraud detection Journal Article

In: Advances in Data Analysis and Classification, vol. 18, no. 1, pp. 193-217, 2024, (DOI: 10.1007/s11634-022-00515-5).

Abstract | Links | BibTeX

Simar, Cédric; Colot, Martin; Alvarez, Ana Maria Cebolla; Petieau, Mathieu; Chéron, Guy; Bontempi, Gianluca

Machine learning for hand pose classification from phasic and tonic EMG signals during bimanual activities in virtual reality Journal Article

In: Frontiers in Neuroscience, vol. 18, 2024, (DOI: 10.3389/fnins.2024.1329411).

Abstract | Links | BibTeX

Cerqueira, Vitor; Torgo, Luis; Bontempi, Gianluca

Instance-based meta-learning for conditionally dependent univariate multi-step forecasting Journal Article

In: International journal of forecasting, 2024, (DOI: 10.1016/j.ijforecast.2023.12.010).

Abstract | Links | BibTeX

Terrucha, Ines; Domingos, Elias Fernandez; Suchon, Remi; Santos, Francisco C; Simoens, Pieter; Lenaerts, Tom

Humans program artificial delegates to accurately solve collective-risk dilemmas, but lack precision Miscellaneous

2024, (Conference: Machine+behavior Conference(Berlin, Allemagne)).

Links | BibTeX

Kirchsteiger, Georg; Lenaerts, Tom; Suchon, Remi

Growing cooperation Miscellaneous

2024, (Conference: Conference of the French Experimental Economics Association(14: grenoble, France)).

Links | BibTeX

Bosch, Inas; Gravel, Barbara; Lenaerts, Tom

Knowledge graph embeddings for the prediction of pathogenic gene pairs Miscellaneous

2024, (Conference: European Conference on Computational Biology.(23: 16/09-20/09/2024: Turku, Finland)).

Links | BibTeX

Gravel, Barbara; Renaux, Alexandre; Papadimitriou, Sofia; Smits, Guillaume; Nowé, Ann; Lenaerts, Tom

Prioritization of variant combinations in whole exomes Miscellaneous

2024, (Conference: European Conference on Computational Biology.(23: 16/09-20/09/2024: Turku, Finland)).

Links | BibTeX

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

Dealing with Expert Bias in Collective Decision-making Miscellaneous

2024, (Conference: European Conference on Artificial Intelligence(27: 19/10-24/10/2024: Santiago de Compostella)).

Links | BibTeX

Leung, Chin Wing; Lenaerts, Tom; Turrini, Paolo

To Promote Full Cooperation in Social Dilemmas, Agents Need to Unlearn Loyalty Proceedings Article

In: Larson, Kate (Ed.): Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, pp. 111-119, International Joint Conferences on Artificial Intelligence (IJCAI) Organization, 2024, (Conference: International Joint Conference on Artificial Intelligence(33: 3/8-9/8/2024: Jeju. Korea)).

Abstract | Links | BibTeX

Molinghen, Yannick; Avalos, Raphaël; Achter, Mark Van; Nowé, Ann; Lenaerts, Tom

Laser Learning Environment: A new environment for coordination-critical multi-agent tasks Proceedings Article

In: Oliehoek, Frans F. A.; Manon, Kok; Verwer, Sicco (Ed.): Artificial Intelligence and Machine Learning: Revised Selected Papers, Springer Science and Business Media Deutschland GmbH, 2024, (Conference: Benelux Conference Ai conference, BNAIC(35: 8-10/11/2023: TU Delft)).

Abstract | Links | BibTeX

Attafi, Omar Abdelghani; Clementel, Damiano; Kyritsis, Konstantinos; Capriotti, Emidio; Farrell, Gavin; Fragkouli, Styliani-Christina; Castro, Leyla Jael; Hatos, András; Lenaerts, Tom; Mazurenko, Stanislav; Mozaffari, Soroush; Pradelli, Franco; Ruch, Patrick; Savojardo, Castrense; Turina, Maria Paola; Zambelli, Federico; Piovesan, Damiano; Monzon, Alexander Miguel; Psomopoulos, Fotis F. E.; Tosatto, Silvio S. C. E.

DOME Registry: implementing community-wide recommendations for reporting supervised machine learning in biology Journal Article

In: GigaScience, vol. 13, pp. 8, 2024, (DOI: 10.1093/gigascience/giae094).

Abstract | Links | BibTeX

Juchnewitsch, Anna Grete; Pomm, Kristjan; Dutta, Avirup; Tamp, Erik; Valkna, Anu; Lillepea, Kristiina; Mahyari, Eisa; Tjagur, Stanislav; Belova, Galina; Kübarsepp, Viljo; Castillo-Madeen, Helen; Riera-Escamilla, Antoni; Põlluaas, Lisanna; Nagirnaja, Liina; Poolamets, Olev; Vihljajev, Vladimir; Sütt, Mailis; Versbraegen, Nassim; Papadimitriou, Sofia; McLachlan, Robert Ian; Jarvi, Keith Allen; Schlegel, Peter P. N.; Tennisberg, Sven; Korrovits, Paul; Vigh-Conrad, Katinka; O’Bryan, Moira M. K.; Aston, Kenneth Ivan; Lenaerts, Tom; Conrad, Donald D. F.; Kasak, Laura; Punab, Margus; Laan, Maris

Undiagnosed RASopathies in infertile men Journal Article

In: Frontiers in endocrinology, vol. 15, 2024, (DOI: 10.3389/fendo.2024.1312357).

Abstract | Links | BibTeX

Stefanija, Ana Pop; Buelens, Bart; Goesaert, Elfi; Lenaerts, Tom; Pierson, Jean René; den Bussche, Jan Van

Toward a Solid Acceptance of the Decentralized Web of Personal Data: Societal and Technological Convergence Journal Article

In: Communications of the ACM, vol. 67, no. 1, pp. 43-46, 2024, (DOI: 10.1145/3624555).

Abstract | Links | BibTeX

Lenaerts, Tom; Saponara, Marco; Pacheco, Jorge J. M.; Santos, Francisco C.

Evolution of a theory of mind Journal Article

In: iScience, vol. 27, no. 2, 2024, (DOI: 10.1016/j.isci.2024.108862).

Abstract | Links | BibTeX

Terrucha, Ines; Domingos, Elias Fernández; Santos, Francisco C.; Simoens, Pieter; Lenaerts, Tom

The art of compensation: How hybrid teams solve collective-risk dilemmas Journal Article

In: PloS one, vol. 19, no. 2 February, 2024, (DOI: 10.1371/journal.pone.0297213).

Abstract | Links | BibTeX

Gravel, Barbara; Renaux, Alexandre; Papadimitriou, Sofia; Smits, Guillaume; Nowe, Ann; Lenaerts, Tom

Prioritization of oligogenic variant combinations in whole exomes Journal Article

In: Bioinformatics, vol. 40, no. 4, 2024, (DOI: 10.1093/bioinformatics/btae184).

Abstract | Links | BibTeX

Lillepea, Kristiina; Juchnewitsch, Anna Grete; Kasak, Laura; Valkna, Anu; Dutta, Avirup; Pomm, Kristjan; Poolamets, Olev; Nagirnaja, Liina; Tamp, Erik; Mahyari, Eisa; Vihljajev, Vladimir; Tjagur, Stanislav; Papadimitriou, Sofia; Riera-Escamilla, Antoni; Versbraegen, Nassim; Farnetani, Ginevra; Castillo-Madeen, Helen; Sütt, Mailis; Kübarsepp, Viljo; Tennisberg, Sven; Korrovits, Paul; Krausz, Csilla; Aston, Kenneth Ivan; Lenaerts, Tom; Conrad, Donald D. F.; Punab, Margus; Laan, Maris

Toward clinical exomes in diagnostics and management of male infertility Journal Article

In: American journal of human genetics, vol. 111, no. 5, pp. 877-895, 2024, (DOI: 10.1016/j.ajhg.2024.03.013).

Abstract | Links | BibTeX

Nachtegael, Charlotte; Stefani, Jacopo De; Cnudde, Anthony; Lenaerts, Tom

DUVEL: an active-learning annotated biomedical corpus for the recognition of oligogenic combinations Journal Article

In: Database, vol. 2024, no. 2024, 2024, (DOI: 10.1093/database/baae039).

Abstract | Links | BibTeX

Kirchsteiger, Georg; Lenaerts, Tom; Suchon, Remi

Voluntary versus mandatory information disclosure in the sequential prisoner’s dilemma Journal Article

In: Economic theory, 2024, (DOI: 10.1007/s00199-024-01563-y).

Abstract | Links | BibTeX

Terrucha, Ines; Domingos, Elias Fernández; Simoens, Pieter; Lenaerts, Tom

Committing to the wrong artificial delegate in a collective-risk dilemma is better than directly committing mistakes Journal Article

In: Scientific reports, vol. 14, no. 1, 2024, (DOI: 10.1038/s41598-024-61153-9).

Abstract | Links | BibTeX

Rivière, Quentin; Raskin, Virginie; Melo, Romário; Boutet, Stéphanie; Corso, Massimiliano; Defrance, Matthieu; Webb, Alex A. R.; Verbruggen, Nathalie; Anoman, Djoro Armand

Effects of light regimes on circadian gene co‐expression networks in Arabidopsis thaliana Journal Article

In: Plant Direct, vol. 8, no. 8, 2024, (DOI: 10.1002/pld3.70001).

Abstract | Links | BibTeX

Jansen, Maarten

Information criteria for structured parameter selection in high dimensional tree and graph models Journal Article

In: Digital signal processing, vol. 148, 2024, (Language of publication: fr).

Links | BibTeX

Bhattacharya, Shreya; Lefèvre, Laure; Chatzistergos, T; Hayakawa, Hisashi; Jansen, Maarten

RudolfWolf to AlfredWolfer: The Transfer of the Reference Observer in the International Sunspot Number Series (1876–1893) Journal Article

In: Solar physics, vol. 299, 2024, (Language of publication: fr).

Links | BibTeX

Colot, Martin; Simar, Cédric; Petieau, Mathieu; Alvarez, Ana Maria Cebolla; Chéron, Guy; Bontempi, Gianluca

EMG subspace alignment and visualization for cross-subject hand gesture classification Miscellaneous

2024, (Conference: ECML-PKDD 2023 Worshop - Adapting to change : Reliable Learning Across Domains (2023-09-18: Turin)).

Abstract | Links | BibTeX

Lebichot, Bertrand; Siblini, Wissam; Paldino, Gian Marco; Borgne, Yann-Aël Le; Oblé, Frédéric; Bontempi, Gianluca

Assessment of catastrophic forgetting in continual credit card fraud detection Journal Article

In: Expert systems with applications, vol. 249, 2024, (DOI: 10.1016/j.eswa.2024.123445).

Abstract | Links | BibTeX

Paldino, Gian Marco; Lebichot, Bertrand; Borgne, Yann-Aël Le; Siblini, Wissam; Oblé, Frédéric; Boracchi, Giacomo; Bontempi, Gianluca

The role of diversity and ensemble learning in credit card fraud detection Journal Article

In: Advances in Data Analysis and Classification, vol. 18, no. 1, pp. 193-217, 2024, (DOI: 10.1007/s11634-022-00515-5).

Abstract | Links | BibTeX

796 entries « 1 of 16 »