Hugues Bersini

111 papers A* 3A 9B 16C 7Misc 2Journal 39Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Early evidence of how LLMs outperform traditional systems on OCR/HTR tasks for historical records. CoRR Seorin Kim, Julien Baudru, Wouter Ryckbosch, Hugues Bersini, Vincent Ginis
2025	J	`jnl`	Limits of speech in connected homes: Experimental comparison of self-reporting tools for human activity recognition. Int. J. Hum. Comput. Stud. Guillaume Levasseur, Kejia Tang, Hugues Bersini
2025	J	`jnl`	Network representations reveal structured uncertainty in music. CoRR Lluc Bono Rosselló, Robert Jankowski, Hugues Bersini, Marián Boguñá, M. Ángeles Serrano
2024	J	`jnl`	Ant: a process aware annotation software for regulatory compliance. Artif. Intell. Law Raphaël Gyory, David Restrepo Amariles, Gregory Lewkowicz, Hugues Bersini
2024	J	`jnl`	Bridging Human Concepts and Computer Vision for Explainable Face Verification. CoRR Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini
2024	C	`conf`	Heuristic Optimal Meeting Point Algorithm for Car-Sharing in Large Multimodal Road Networks. VEHITS Julien Baudru, Hugues Bersini
2023	—	`conf`	Bridging Human Concepts and Computer Vision for Explainable Face Verification. BEWARE@AI*IA Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini
2023	—	`conf`	Music Generation with Multiple Ant Colonies Interacting on Multilayer Graphs. EvoMUSART@EvoStar Lluc Bono Rosselló, Hugues Bersini
2022	—	`conf`	DensEMANN + Sparsification: Experiments for Further Shrinking Already Small Automatically Generated DenseNet. ICANN (3) Antonio García Díaz, Hugues Bersini
2022	—	`conf`	Espresso to the rescue of genetic programming facing exponential complexity. GECCO Companion Nicolas Potvin, Hugues Bersini, Dragomir Milojevic
2022	—	`conf`	Reproducibility of Machine Learning Models for Paroxysmal Atrial Fibrillation Onset Prediction. CinC Cédric Gilon, Jean-Marie Grégoire, Jérome Hellinckx, Stéphane Carlier, Hugues Bersini
2022	B	`conf`	Time Series Representation for Real-World Applications of Deep Neural Networks. IJCNN Guillaume Levasseur, Hugues Bersini
2021	J	`jnl`	Automatic configuration of the Cassandra database using irace. PeerJ Comput. Sci. Moisés Silva-Muñoz, Alberto Franzin, Hugues Bersini
2021	B	`conf`	DensEMANN: Building A DenseNet From Scratch, Layer by Layer and Kernel by Kernel. IJCNN Antonio García Díaz, Hugues Bersini
2021	—	`conf`	Determining a consistent experimental setup for benchmarking and optimizing databases. GECCO Companion Moisés Silva-Muñoz, Gonzalo Calderon, Alberto Franzin, Hugues Bersini
2020	—	`conf`	Artificial Intelligence and Cyber Security: Protecting and Maintaining Industry 4.0 Power Networks. IAM Nabil Sahli, Mohamed Benmohammed, Hugues Bersini, El-Bay Bourennane
2020	B	`conf`	Forecast of paroxysmal atrial fibrillation using a deep neural network. IJCNN Cédric Gilon, Jean-Marie Grégoire, Hugues Bersini
2020	B	`conf`	Self-Optimisation of Dense Neural Network Architectures: An Incremental Approach. IJCNN Antonio García Díaz, Hugues Bersini
2018	B	`conf`	Accelerating model-based collaborative filtering with item clustering. IJCNN Robin Devooght, Hugues Bersini
2018	C	`conf`	An evolutionary analysis of Artificial Life publications. ALIFE Hugues Bersini, Michael Waumans
2017	A	`conf`	Long and Short-Term Recommendations with Recurrent Neural Networks. UMAP Robin Devooght, Hugues Bersini
2016	Misc	`conf`	An ABM Java Applet to Explore the Free Market Equality/Efficiency Tradeoff. PAAMS Hugues Bersini
2016	J	`jnl`	Collaborative Filtering with Recurrent Neural Networks. CoRR Robin Devooght, Hugues Bersini
2015	J	`jnl`	Transitions Between Homophilic and Heterophilic Modes of Cooperation. J. Artif. Soc. Soc. Simul. Genki Ichinose, Masaya Saito, Hiroki Sayama, Hugues Bersini
2014	Misc	`ed.`	Distributed Computing and Artificial Intelligence, 11th International Conference, DCAI 2014, Salamanca, Spain, June 4-6, 2014 DCAI Sigeru Omatu, Hugues Bersini, Juan M. Corchado Rodríguez, Sara Rodríguez, Pawel Pawlewski, Edgardo Bucciarelli
2014	C	`conf`	In Between Schelling and Maynard-Smith. ALIFE Hugues Bersini
2014	A*	`conf`	Random walks based modularity: application to semi-supervised learning. WWW Robin Devooght, Amin Mantrach, Ilkka Kivimäki, Hugues Bersini, Alejandro Jaimes, Marco Saerens
2014	J	`jnl`	Special Issue for the 20th Anniversary of the European Conference on Artificial Life (ECAL 2011). Artif. Life Tom Lenaerts, Mario Giacobini, Hugues Bersini, Paul Bourgine, Marco Dorigo, René Doursat
2013	—	`conf`	A Graph-Based Approach to Skill Extraction from Text. TextGraphs@EMNLP Ilkka Kivimäki, Alexander Panchenko, Adrien Dessy, Dries Verdegem, Pascal Francq, Hugues Bersini, Marco Saerens
2013	—	`conf`	A Stylized Software Model to Explore the Free Market Equality/Efficiency Tradeoff. PAAMS (Special Sessions) Hugues Bersini, Nicolas van Zeebroeck
2013	J	`jnl`	Batch effect removal methods for microarray gene expression data integration: a survey. Briefings Bioinform. Cosmin Lazar, Stijn Meganck, Jonatan Taminau, David Steenhoff, Alain Coletta, Colin Molter, David Y. Weiss Solís, Robin Duque, Hugues Bersini, Ann Nowé
2013	J	`jnl`	GENESHIFT: A Nonparametric Approach for Integrating Microarray Gene Expression Data Based on the Inner Product as a Distance Measure between the Distributions of Genes. IEEE ACM Trans. Comput. Biol. Bioinform. Cosmin Lazar, Jonatan Taminau, Stijn Meganck, David Steenhoff, Alain Coletta, David Y. Weiss Solís, Colin Molter, Robin Duque, Hugues Bersini, Ann Nowé
2012	J	`jnl`	A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. Cosmin Lazar, Jonatan Taminau, Stijn Meganck, David Steenhoff, Alain Coletta, Colin Molter, Virginie de Schaetzen, Robin Duque, Hugues Bersini, Ann Nowé
2012	J	`jnl`	Emergent phenomena belong only to biology. Synth. Hugues Bersini
2012	J	`jnl`	Philosophical and scientific perspectives on emergence. Synth. Hugues Bersini, Pasquale Stano, Pier Luigi Luisi, Mark A. Bedau
2012	J	`jnl`	The Gestalt heuristic: emerging abstraction to improve combinatorial search. Nat. Comput. Christophe Philemotte, Hugues Bersini
2012	J	`jnl`	UML for ABM. J. Artif. Soc. Soc. Simul. Hugues Bersini
2012	J	`jnl`	Unlocking the potential of publicly available microarray data using inSilicoDb and inSilicoMerging R/Bioconductor packages. BMC Bioinform. Jonatan Taminau, Stijn Meganck, Cosmin Lazar, David Steenhoff, Alain Coletta, Colin Molter, Robin Duque, Virginie de Schaetzen, David Y. Weiss Solís, Hugues Bersini, Ann Nowé
2012	J	`jnl`	Why Should an Economy Be Competitive? Complex Syst. Hugues Bersini, Nicolas van Zeebroeck
2011	—	`ed.`	Advances in Artificial Life: 20th Anniversary Edition - Back to the Origins of Alife, ECAL 2011, Paris, France, August 8-12, 2011 ECAL Tom Lenaerts, Mario Giacobini, Hugues Bersini, Paul Bourgine, Marco Dorigo, René Doursat
2011	J	`jnl`	Autocatalysis: At the Root of Self-Replication. Artif. Life Raphaël Plasson, Axel Brandenburg, Ludovic Jullien, Hugues Bersini
2011	—	`conf`	Refitting Harel Statecharts for Systemic Mathematical Models in Computational Immunology. ICARIS Chris H. McEwan, Hugues Bersini, David Klatzmann, Veronique Thomas-Vaslin, Adrien Six
2011	J	`jnl`	Semi-supervised classification and betweenness computation on large, sparse, directed graphs. Pattern Recognit. Amin Mantrach, Nicolas van Zeebroeck, Pascal Francq, Masashi Shimbo, Hugues Bersini, Marco Saerens
2011	J	`jnl`	inSilicoDb: an R/Bioconductor package for accessing human Affymetrix expert-curated datasets from GEO. Bioinform. Jonatan Taminau, David Steenhoff, Alain Coletta, Stijn Meganck, Cosmin Lazar, Virginie de Schaetzen, Robin Duque, Colin Molter, Hugues Bersini, Ann Nowé, David Y. Weiss Solís
2010	C	`conf`	Autocatalyses. ALIFE Raphaël Plasson, Axel Brandenburg, Ludovic Jullien, Hugues Bersini
2010	—	`conf`	Sequential Application of Feature Selection and Extraction for Predicting Breast Cancer Aggressiveness. CSBio Jonatan Taminau, Stijn Meganck, Cosmin Lazar, David Y. Weiss Solís, Alain Coletta, Nic Walker, Hugues Bersini, Ann Nowé
2010	J	`jnl`	Structure versus function: a topological perspective on immune networks. Nat. Comput. Emma Hart, Hugues Bersini, Francisco C. Santos
2009	J	`jnl`	A Synthon Approach to Artificial Chemistry. Artif. Life Tom Lenaerts, Hugues Bersini
2009	—	`conf`	Agent-Based Toy Modeling for Comparing Distributive and Competitive Free Market. ECAL (2) Hugues Bersini
2009	—	`conf`	Object-Oriented Refactoring of Existing Immune Models. ICARIS Hugues Bersini
2009	B	`conf`	Online organization of chaotic cell assemblies. A model for the cognitive map formation? IJCNN Utku Salihoglu, Hugues Bersini, Yoko Yamaguchi, Colin Molter
2009	J	`jnl`	Online unsupervised formation of cell assemblies for the encoding of multiple cognitive maps. Neural Networks Utku Salihoglu, Hugues Bersini, Yoko Yamaguchi, Colin Molter
2009	J	`jnl`	Validation of Merging Techniques for Cancer Microarray Data Sets. Aust. J. Intell. Inf. Process. Syst. Jonatan Taminau, Stijn Meganck, David Y. Weiss Solís, Wilma van Staveren, Geneviève Dom, David Venet, Hugues Bersini, Vincent Detours, Ann Nowé
2008	C	`conf`	The Emergence of Specialization. ALIFE Hugues Bersini
2007	A	`conf`	A gestalt genetic algorithm: less details for better search. GECCO Christophe Philemotte, Hugues Bersini
2007	—	`conf`	Emergent Phenomena Only Belong to Biology. ECAL Hugues Bersini, Christophe Philemotte
2007	B	`conf`	How Stochastic Noise Helps Memory Retrieval in a Chaotic Brain. IJCNN Colin Molter, Utku Salihoglu, Hugues Bersini
2007	—	`conf`	Networks Regulating Networks: The Effects of Constraints on Topological Evolution. ECAL Francisco C. Santos, Hugues Bersini, Tom Lenaerts
2007	J	`jnl`	The Road to Chaos by Time-Asymmetric Hebbian Learning in Recurrent Neural Networks. Neural Comput. Colin Molter, Utku Salihoglu, Hugues Bersini
2007	—	`conf`	Topological Constraints in the Evolution of Idiotypic Networks. ICARIS Emma Hart, Francisco C. Santos, Hugues Bersini
2006	—	`ed.`	Artificial Immune Systems, 5th International Conference, ICARIS 2006, Oeiras, Portugal, September 4-6, 2006, Proceedings ICARIS Hugues Bersini, Jorge Carneiro
2006	A	`conf`	How an optimal observer can collapse the search space. GECCO Christophe Philemotte, Hugues Bersini
2006	B	`conf`	How an optimal observer can smooth a landscape. IEEE Congress on Evolutionary Computation Christophe Philemotte, Hugues Bersini
2006	B	`conf`	How to prevent spurious data in a chaotic brain. IJCNN Colin Molter, Utku Salihoglu, Hugues Bersini
2006	—	`conf`	Immune System Modeling: The OO Way. ICARIS Hugues Bersini
2006	J	`jnl`	In Memoriam: Philippe Smets (1938-2005). Fuzzy Sets Syst. Hugues Bersini, Thierry Denoeux, Didier Dubois, Henri Prade
2006	J	`jnl`	Philippe Smets (1938-2005). Int. J. Approx. Reason. Hugues Bersini, Thierry Denoeux, Didier Dubois, Henri Prade
2006	—	`conf`	Tolerance vs Intolerance: How Affinity Defines Topology in an Idiotypic Network. ICARIS Emma Hart, Hugues Bersini, Francisco C. Santos
2005	—	`conf`	CoEvolution of Effective Observers and Observed Multi-agents System. ECAL Christophe Philemotte, Hugues Bersini
2005	—	`conf`	Growing Biochemical Networks: Identifying the Intrinsic Properties. ECAL Hugues Bersini, Tom Lenaerts, Francisco C. Santos
2005	A	`conf`	Intrinsic emergence boosts adaptive capacity. GECCO Christophe Philemotte, Hugues Bersini
2005	B	`conf`	Introduction of a Hebbian unsupervised learning algorithm to boost the encoding capacity of Hopfield networks. IJCNN Colin Molter, Utku Salihoglu, Hugues Bersini
2005	B	`conf`	Learning cycles brings chaos in Hopfield networks. IJCNN Colin Molter, Utku Salihoglu, Hugues Bersini
2005	—	`conf`	Why the First Glass of Wine Is Better Than the Seventh. ICARIS Hugues Bersini
2004	B	`conf`	How chaos boosts the encoding capacity of small recurrent neural networks : learning consideration. IJCNN Colin Molter, Utku Salihoglu, Hugues Bersini
2003	—	`conf`	Fascinating Rhythmus by Chaotic Hopfield Networks. ECAL Colin Molter, Hugues Bersini
2003	B	`conf`	Fascinating rhythms by chaotic Hopfield networks. IJCNN Colin Molter, Hugues Bersini
2003	—	`conf`	Revisiting Idiotypic Immune Networks. ECAL Hugues Bersini
2002	B	`conf`	And the winner is...Not the fittest [coevolution]. IEEE Congress on Evolutionary Computation Hugues Bersini
2002	J	`jnl`	Data-driven techniques for direct adaptive control: the lazy and the fuzzy approaches. Fuzzy Sets Syst. Edy Bertolissi, Mauro Birattari, Gianluca Bontempi, Antoine Duchâteau, Hugues Bersini
2002	J	`jnl`	The connections between the frustrated chaos and the intermittency chaos in small Hopfield networks. Neural Networks Hugues Bersini, Pierre Sener
2002	J	`jnl`	The immune and the chemical crossover. IEEE Trans. Evol. Comput. Hugues Bersini
2001	—	`conf`	Separation of samples into their constituents using gene expression data. ISMB (Supplement of Bioinformatics) David Venet, F. Pecasse, C. Maenhaut, Hugues Bersini
2001	J	`jnl`	The local paradigm for modeling and control: from neuro-fuzzy to lazy learning. Fuzzy Sets Syst. Gianluca Bontempi, Hugues Bersini, Mauro Birattari
2000	J	`jnl`	A Model Selection Approach for Local Learning. AI Commun. Gianluca Bontempi, Mauro Birattari, Hugues Bersini
2000	A	`conf`	A new GA-Local Search Hybrid for Continuous Optimization Based on Multi-Level Single Linkage Clustering. GECCO Gregory Seront, Hugues Bersini
2000	A	`conf`	Chemical Crossover. GECCO Hugues Bersini
2000	B	`conf`	Direct adaptive fuzzy control for MIMO processes. FUZZ-IEEE Edy Bertolissi, Antoine Duchâteau, Hugues Bersini, Frank Vanden Berghen
1999	—	`conf`	Design Patterns for an Object-Oriented Computational Chemistry. ECAL Hugues Bersini
1999	A*	`conf`	Local Learning for Iterated Time-Series Prediction. ICML Gianluca Bontempi, Mauro Birattari, Hugues Bersini
1998	—	`conf`	Lazy Learning Meets the Recursive Least Squares Algorithm. NIPS Mauro Birattari, Gianluca Bontempi, Hugues Bersini
1998	B	`conf`	Lazy learning for control design. ESANN Gianluca Bontempi, Mauro Birattari, Hugues Bersini
1998	—	`conf`	Recursive Lazy Learning for Modeling and Control. ECML Gianluca Bontempi, Mauro Birattari, Hugues Bersini
1998	J	`jnl`	The frustrated and compositional nature of chaos in small Hopfield networks. Neural Networks Hugues Bersini
1997	J	`jnl`	A simplification of the backpropagation-through-time algorithm for optimal neurocontrol. IEEE Trans. Neural Networks Hugues Bersini, Vittorio Gorrini
1997	C	`conf`	Economical Reinforcement Learning for Non Stationary Problems. ICANN Nathalie Chatenet, Hugues Bersini
1997	J	`jnl`	Fuzzy adaptive control of a certain class of SISO discrete-time processes. Fuzzy Sets Syst. Jean-Michel Renders, Marco Saerens, Hugues Bersini
1997	C	`conf`	Global Least-Squares vs. EM Training for the Gaussian Mixture of Experts. ICANN N. P. Bradshaw, Antoine Duchâteau, Hugues Bersini
1997	J	`jnl`	Now comes the time to defuzzify neuro-fuzzy models. Fuzzy Sets Syst. Hugues Bersini, Gianluca Bontempi
1996	—	`conf`	Immune Response toward Auto-Ag and Growing-Ag as a Funetion of Network Connectivity. German Conference on Bioinformatics V. Calenbuhr, Hugues Bersini, Francisco J. Varela
1996	—	`conf`	Results of the First International Contest on Evolutionary Optimisation (1st ICEO). International Conference on Evolutionary Computation Hugues Bersini, Marco Dorigo, Stefan Langerman, Gregory Seront, Luca Maria Gambardella
1996	—	`conf`	Simplex GA and Hybrid Methods. International Conference on Evolutionary Computation Gregory Seront, Hugues Bersini
1994	J	`jnl`	Classification of temporal trajectories by continuous-time recurrent nets. Neural Networks Luis Gonzalez Sotelino, Marco Saerens, Hugues Bersini
1994	J	`jnl`	Hopfield net generation, encoding and classification of temporal trajectories. IEEE Trans. Neural Networks Hugues Bersini, Marco Saerens, Luis Gonzalez Sotelino
1994	—	`conf`	Hybridizing Genetic Algorithms with Hill-Climbing Methods for Global Optimization: Two Possible Ways. International Conference on Evolutionary Computation Hugues Bersini, Jean-Michel Renders
1994	—	`conf`	S.T.E.P.: The Easiest Way to Optimize a Function. International Conference on Evolutionary Computation Stefan Langerman, Gregory Seront, Hugues Bersini
1993	A*	`conf`	Adaptive NeuroControl: How Black Box and Simple can it be. ICML Jean-Michel Renders, Hugues Bersini, Marco Saerens
1992	A	`conf`	In Search of a Good Evolution-Optimization Crossover. PPSN Hugues Bersini, Gregory Seront
1991	—	`conf`	The Immune Recruitment Mechanism: A Selective Evolutionary Strategy. ICGA Hugues Bersini, Francisco J. Varela
1990	A	`conf`	Hints for Adaptive Problem Solving Gleaned from Immune Networks. PPSN Hugues Bersini, Francisco J. Varela
1990	A	`conf`	One Step in the Counter-Representationalist Direction. ECAI Hugues Bersini