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2020 – today
- 2024
[j34]Raphaël Gyory, David Restrepo Amariles, Gregory Lewkowicz, Hugues Bersini:
Ant: a process aware annotation software for regulatory compliance. Artif. Intell. Law 32(4): 1075-1110 (2024)- [c65]Julien Baudru
, Hugues Bersini:
Heuristic Optimal Meeting Point Algorithm for Car-Sharing in Large Multimodal Road Networks. VEHITS 2024: 427-436 - [i2]Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini:
Bridging Human Concepts and Computer Vision for Explainable Face Verification. CoRR abs/2403.08789 (2024) - 2023
- [c64]Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini:
Bridging Human Concepts and Computer Vision for Explainable Face Verification. BEWARE@AI*IA 2023: 15-29 - [c63]Lluc Bono Rosselló, Hugues Bersini:
Music Generation with Multiple Ant Colonies Interacting on Multilayer Graphs. EvoMUSART@EvoStar 2023: 34-49 - 2022
- [c62]Cédric Gilon, Jean-Marie Grégoire, Jérome Hellinckx, Stéphane Carlier, Hugues Bersini:
Reproducibility of Machine Learning Models for Paroxysmal Atrial Fibrillation Onset Prediction. CinC 2022: 1-4 - [c61]Nicolas Potvin, Hugues Bersini, Dragomir Milojevic:
Espresso to the rescue of genetic programming facing exponential complexity. GECCO Companion 2022: 590-593 - [c60]Antonio García Díaz, Hugues Bersini:
DensEMANN + Sparsification: Experiments for Further Shrinking Already Small Automatically Generated DenseNet. ICANN (3) 2022: 605-617 - [c59]Guillaume Levasseur, Hugues Bersini:
Time Series Representation for Real-World Applications of Deep Neural Networks. IJCNN 2022: 1-8 - 2021
- [j33]Moisés Silva-Muñoz, Alberto Franzin, Hugues Bersini:
Automatic configuration of the Cassandra database using irace. PeerJ Comput. Sci. 7: e634 (2021) - [c58]Moisés Silva-Muñoz, Gonzalo Calderon, Alberto Franzin, Hugues Bersini:
Determining a consistent experimental setup for benchmarking and optimizing databases. GECCO Companion 2021: 1614-1621 - [c57]Antonio García Díaz, Hugues Bersini:
DensEMANN: Building A DenseNet From Scratch, Layer by Layer and Kernel by Kernel. IJCNN 2021: 1-10 - 2020
- [c56]Nabil Sahli, Mohamed Benmohammed, Hugues Bersini, El-Bay Bourennane:
Artificial Intelligence and Cyber Security: Protecting and Maintaining Industry 4.0 Power Networks. IAM 2020: 19-31 - [c55]Antonio García Díaz, Hugues Bersini:
Self-Optimisation of Dense Neural Network Architectures: An Incremental Approach. IJCNN 2020: 1-8 - [c54]Cédric Gilon, Jean-Marie Grégoire, Hugues Bersini:
Forecast of paroxysmal atrial fibrillation using a deep neural network. IJCNN 2020: 1-7
2010 – 2019
- 2018
- [c53]Robin Devooght, Hugues Bersini:
Accelerating model-based collaborative filtering with item clustering. IJCNN 2018: 1-8 - [c52]Hugues Bersini, Michael Waumans:
An evolutionary analysis of Artificial Life publications. ALIFE 2018: 452-458 - 2017
- [c51]Robin Devooght, Hugues Bersini:
Long and Short-Term Recommendations with Recurrent Neural Networks. UMAP 2017: 13-21 - 2016
- [c50]Hugues Bersini:
An ABM Java Applet to Explore the Free Market Equality/Efficiency Tradeoff. PAAMS 2016: 239-242 - [i1]Robin Devooght, Hugues Bersini:
Collaborative Filtering with Recurrent Neural Networks. CoRR abs/1608.07400 (2016) - 2015
- [j32]Genki Ichinose, Masaya Saito, Hiroki Sayama, Hugues Bersini:
Transitions Between Homophilic and Heterophilic Modes of Cooperation. J. Artif. Soc. Soc. Simul. 18(4) (2015) - 2014
- [j31]Tom Lenaerts, Mario Giacobini, Hugues Bersini, Paul Bourgine, Marco Dorigo, René Doursat:
Special Issue for the 20th Anniversary of the European Conference on Artificial Life (ECAL 2011). Artif. Life 20(1): 1-3 (2014) - [c49]Hugues Bersini:
In Between Schelling and Maynard-Smith. ALIFE 2014: 360-364 - [c48]Robin Devooght, Amin Mantrach, Ilkka Kivimäki, Hugues Bersini, Alejandro Jaimes, Marco Saerens:
Random walks based modularity: application to semi-supervised learning. WWW 2014: 213-224 - [e3]Sigeru Omatu, Hugues Bersini, Juan M. Corchado Rodríguez, Sara Rodríguez, Pawel Pawlewski, Edgardo Bucciarelli:
Distributed Computing and Artificial Intelligence, 11th International Conference, DCAI 2014, Salamanca, Spain, June 4-6, 2014. Advances in Intelligent Systems and Computing 290, Springer 2014, ISBN 978-3-319-07592-1 [contents] - 2013
- [j30]Cosmin Lazar, Stijn Meganck, Jonatan Taminau, David Steenhoff, Alain Coletta, Colin Molter, David Y. Weiss Solís, Robin Duque, Hugues Bersini, Ann Nowé:
Batch effect removal methods for microarray gene expression data integration: a survey. Briefings Bioinform. 14(4): 469-490 (2013) - [j29]Cosmin Lazar, Jonatan Taminau, Stijn Meganck, David Steenhoff, Alain Coletta, David Y. Weiss Solís, Colin Molter, Robin Duque, Hugues Bersini, Ann Nowé:
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. 10(2): 383-392 (2013) - [c47]Hugues Bersini, Nicolas van Zeebroeck:
A Stylized Software Model to Explore the Free Market Equality/Efficiency Tradeoff. PAAMS (Special Sessions) 2013: 1-8 - [c46]Ilkka Kivimäki, Alexander Panchenko, Adrien Dessy, Dries Verdegem, Pascal Francq, Hugues Bersini, Marco Saerens:
A Graph-Based Approach to Skill Extraction from Text. TextGraphs@EMNLP 2013: 79-87 - 2012
- [j28]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:
Unlocking the potential of publicly available microarray data using inSilicoDb and inSilicoMerging R/Bioconductor packages. BMC Bioinform. 13: 335 (2012) - [j27]Hugues Bersini, Nicolas van Zeebroeck:
Why Should an Economy Be Competitive? Complex Syst. 21(1) (2012) - [j26]Hugues Bersini:
UML for ABM. J. Artif. Soc. Soc. Simul. 15(1) (2012) - [j25]Christophe Philemotte, Hugues Bersini:
The Gestalt heuristic: emerging abstraction to improve combinatorial search. Nat. Comput. 11(3): 499-517 (2012) - [j24]Hugues Bersini, Pasquale Stano, Pier Luigi Luisi, Mark A. Bedau:
Philosophical and scientific perspectives on emergence. Synth. 185(2): 165-169 (2012) - [j23]Hugues Bersini:
Emergent phenomena belong only to biology. Synth. 185(2): 257-272 (2012) - [j22]Cosmin Lazar, Jonatan Taminau, Stijn Meganck, David Steenhoff, Alain Coletta, Colin Molter, Virginie de Schaetzen, Robin Duque, Hugues Bersini, Ann Nowé:
A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 9(4): 1106-1119 (2012) - 2011
- [j21]Raphaël Plasson, Axel Brandenburg, Ludovic Jullien, Hugues Bersini:
Autocatalysis: At the Root of Self-Replication. Artif. Life 17(3): 219-236 (2011) - [j20]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:
inSilicoDb: an R/Bioconductor package for accessing human Affymetrix expert-curated datasets from GEO. Bioinform. 27(22): 3204-3205 (2011) - [j19]Amin Mantrach, Nicolas van Zeebroeck, Pascal Francq, Masashi Shimbo, Hugues Bersini, Marco Saerens:
Semi-supervised classification and betweenness computation on large, sparse, directed graphs. Pattern Recognit. 44(6): 1212-1224 (2011) - [c45]Chris H. McEwan, Hugues Bersini, David Klatzmann, Veronique Thomas-Vaslin, Adrien Six:
Refitting Harel Statecharts for Systemic Mathematical Models in Computational Immunology. ICARIS 2011: 44-50 - [e2]Tom Lenaerts, Mario Giacobini, Hugues Bersini, Paul Bourgine, Marco Dorigo, René Doursat:
Advances in Artificial Life: 20th Anniversary Edition - Back to the Origins of Alife, ECAL 2011, Paris, France, August 8-12, 2011. MIT Press 2011, ISBN 978-0-262-29714-1 [contents] - 2010
- [j18]Emma Hart, Hugues Bersini, Francisco C. Santos:
Structure versus function: a topological perspective on immune networks. Nat. Comput. 9(3): 603-624 (2010) - [c44]Raphaël Plasson, Axel Brandenburg, Ludovic Jullien, Hugues Bersini:
Autocatalyses. ALIFE 2010: 4-11 - [c43]Jonatan Taminau, Stijn Meganck, Cosmin Lazar, David Y. Weiss Solís, Alain Coletta, Nic Walker, Hugues Bersini, Ann Nowé:
Sequential Application of Feature Selection and Extraction for Predicting Breast Cancer Aggressiveness. CSBio 2010: 46-57
2000 – 2009
- 2009
- [j17]Jonatan Taminau, Stijn Meganck, David Y. Weiss Solís, Wilma van Staveren, Geneviève Dom, David Venet, Hugues Bersini, Vincent Detours, Ann Nowé:
Validation of Merging Techniques for Cancer Microarray Data Sets. Aust. J. Intell. Inf. Process. Syst. 10(4) (2009) - [j16]Tom Lenaerts, Hugues Bersini:
A Synthon Approach to Artificial Chemistry. Artif. Life 15(1): 89-103 (2009) - [j15]Utku Salihoglu, Hugues Bersini, Yoko Yamaguchi, Colin Molter:
Online unsupervised formation of cell assemblies for the encoding of multiple cognitive maps. Neural Networks 22(5-6): 687-696 (2009) - [c42]Hugues Bersini:
Agent-Based Toy Modeling for Comparing Distributive and Competitive Free Market. ECAL (2) 2009: 262-269 - [c41]Hugues Bersini:
Object-Oriented Refactoring of Existing Immune Models. ICARIS 2009: 27-40 - [c40]Utku Salihoglu, Hugues Bersini, Yoko Yamaguchi, Colin Molter:
Online organization of chaotic cell assemblies. A model for the cognitive map formation? IJCNN 2009: 2771-2777 - 2008
- [c39]Hugues Bersini:
The Emergence of Specialization. ALIFE 2008: 49-55 - 2007
- [j14]Colin Molter, Utku Salihoglu, Hugues Bersini:
The Road to Chaos by Time-Asymmetric Hebbian Learning in Recurrent Neural Networks. Neural Comput. 19(1): 80-110 (2007) - [c38]Hugues Bersini, Christophe Philemotte:
Emergent Phenomena Only Belong to Biology. ECAL 2007: 53-62 - [c37]Francisco C. Santos, Hugues Bersini, Tom Lenaerts:
Networks Regulating Networks: The Effects of Constraints on Topological Evolution. ECAL 2007: 956-965 - [c36]Christophe Philemotte, Hugues Bersini:
A gestalt genetic algorithm: less details for better search. GECCO 2007: 1328-1334 - [c35]Emma Hart, Francisco C. Santos, Hugues Bersini:
Topological Constraints in the Evolution of Idiotypic Networks. ICARIS 2007: 252-263 - [c34]Colin Molter, Utku Salihoglu, Hugues Bersini:
How Stochastic Noise Helps Memory Retrieval in a Chaotic Brain. IJCNN 2007: 1458-1463 - 2006
- [j13]Hugues Bersini, Thierry Denoeux, Didier Dubois, Henri Prade:
In Memoriam: Philippe Smets (1938-2005). Fuzzy Sets Syst. 157(8) (2006) - [j12]Hugues Bersini, Thierry Denoeux, Didier Dubois, Henri Prade:
Philippe Smets (1938-2005). Int. J. Approx. Reason. 41(3) (2006) - [c33]Christophe Philemotte, Hugues Bersini:
How an optimal observer can smooth a landscape. IEEE Congress on Evolutionary Computation 2006: 2293-2300 - [c32]Christophe Philemotte, Hugues Bersini:
How an optimal observer can collapse the search space. GECCO 2006: 1273-1280 - [c31]Emma Hart, Hugues Bersini, Francisco C. Santos:
Tolerance vs Intolerance: How Affinity Defines Topology in an Idiotypic Network. ICARIS 2006: 109-121 - [c30]Hugues Bersini:
Immune System Modeling: The OO Way. ICARIS 2006: 150-163 - [c29]Colin Molter, Utku Salihoglu, Hugues Bersini:
How to prevent spurious data in a chaotic brain. IJCNN 2006: 638-644 - [e1]Hugues Bersini, Jorge Carneiro:
Artificial Immune Systems, 5th International Conference, ICARIS 2006, Oeiras, Portugal, September 4-6, 2006, Proceedings. Lecture Notes in Computer Science 4163, Springer 2006, ISBN 3-540-37749-2 [contents] - 2005
- [c28]Christophe Philemotte, Hugues Bersini:
CoEvolution of Effective Observers and Observed Multi-agents System. ECAL 2005: 785-794 - [c27]Hugues Bersini, Tom Lenaerts, Francisco C. Santos:
Growing Biochemical Networks: Identifying the Intrinsic Properties. ECAL 2005: 864-873 - [c26]Christophe Philemotte, Hugues Bersini:
Intrinsic emergence boosts adaptive capacity. GECCO 2005: 559-560 - [c25]Hugues Bersini:
Why the First Glass of Wine Is Better Than the Seventh. ICARIS 2005: 100-111 - 2003
- [c24]Hugues Bersini:
Revisiting Idiotypic Immune Networks. ECAL 2003: 164-174 - [c23]Colin Molter, Hugues Bersini:
Fascinating Rhythmus by Chaotic Hopfield Networks. ECAL 2003: 191-198 - 2002
- [j11]Edy Bertolissi, Mauro Birattari, Gianluca Bontempi, Antoine Duchâteau, Hugues Bersini:
Data-driven techniques for direct adaptive control: the lazy and the fuzzy approaches. Fuzzy Sets Syst. 128(1): 3-14 (2002) - [j10]Hugues Bersini, Pierre Sener:
The connections between the frustrated chaos and the intermittency chaos in small Hopfield networks. Neural Networks 15(10): 1197-1204 (2002) - [j9]Hugues Bersini:
The immune and the chemical crossover. IEEE Trans. Evol. Comput. 6(3): 306-313 (2002) - [c22]Hugues Bersini:
And the winner is...Not the fittest [coevolution]. IEEE Congress on Evolutionary Computation 2002: 1510-1515 - 2001
- [j8]Gianluca Bontempi, Hugues Bersini, Mauro Birattari:
The local paradigm for modeling and control: from neuro-fuzzy to lazy learning. Fuzzy Sets Syst. 121(1): 59-72 (2001) - [c21]David Venet, F. Pecasse, C. Maenhaut, Hugues Bersini:
Separation of samples into their constituents using gene expression data. ISMB (Supplement of Bioinformatics) 2001: 279-287 - 2000
- [j7]Gianluca Bontempi, Mauro Birattari, Hugues Bersini:
A Model Selection Approach for Local Learning. AI Commun. 13(1): 41-48 (2000) - [c20]Edy Bertolissi, Antoine Duchâteau, Hugues Bersini, Frank Vanden Berghen:
Direct adaptive fuzzy control for MIMO processes. FUZZ-IEEE 2000: 7-12 - [c19]Gregory Seront, Hugues Bersini:
A new GA-Local Search Hybrid for Continuous Optimization Based on Multi-Level Single Linkage Clustering. GECCO 2000: 90-95 - [c18]Hugues Bersini:
Chemical Crossover. GECCO 2000: 825-832
1990 – 1999
- 1999
- [c17]Hugues Bersini:
Design Patterns for an Object-Oriented Computational Chemistry. ECAL 1999: 389-398 - [c16]Gianluca Bontempi, Mauro Birattari, Hugues Bersini:
Local Learning for Iterated Time-Series Prediction. ICML 1999: 32-38 - 1998
- [j6]Hugues Bersini:
The frustrated and compositional nature of chaos in small Hopfield networks. Neural Networks 11(6): 1017-1025 (1998) - [c15]Gianluca Bontempi, Mauro Birattari, Hugues Bersini:
Recursive Lazy Learning for Modeling and Control. ECML 1998: 292-303 - [c14]Gianluca Bontempi, Mauro Birattari, Hugues Bersini:
Lazy learning for control design. ESANN 1998: 73-78 - [c13]Mauro Birattari, Gianluca Bontempi, Hugues Bersini:
Lazy Learning Meets the Recursive Least Squares Algorithm. NIPS 1998: 375-381 - 1997
- [j5]Jean-Michel Renders, Marco Saerens, Hugues Bersini:
Fuzzy adaptive control of a certain class of SISO discrete-time processes. Fuzzy Sets Syst. 85(1): 49-61 (1997) - [j4]Hugues Bersini, Gianluca Bontempi:
Now comes the time to defuzzify neuro-fuzzy models. Fuzzy Sets Syst. 90(2): 161-169 (1997) - [j3]Hugues Bersini, Vittorio Gorrini:
A simplification of the backpropagation-through-time algorithm for optimal neurocontrol. IEEE Trans. Neural Networks 8(2): 437-441 (1997) - [c12]Nathalie Chatenet, Hugues Bersini:
Economical Reinforcement Learning for Non Stationary Problems. ICANN 1997: 283-288 - [c11]N. P. Bradshaw, Antoine Duchâteau, Hugues Bersini:
Global Least-Squares vs. EM Training for the Gaussian Mixture of Experts. ICANN 1997: 295-300 - 1996
- [c10]V. Calenbuhr, Hugues Bersini, Francisco J. Varela:
Immune Response toward Auto-Ag and Growing-Ag as a Funetion of Network Connectivity. German Conference on Bioinformatics 1996: 179-180 - [c9]Hugues Bersini, Marco Dorigo, Stefan Langerman, Gregory Seront, Luca Maria Gambardella:
Results of the First International Contest on Evolutionary Optimisation (1st ICEO). International Conference on Evolutionary Computation 1996: 611-615 - [c8]Gregory Seront, Hugues Bersini:
Simplex GA and Hybrid Methods. International Conference on Evolutionary Computation 1996: 845-848 - 1994
- [j2]Luis Gonzalez Sotelino, Marco Saerens, Hugues Bersini:
Classification of temporal trajectories by continuous-time recurrent nets. Neural Networks 7(5): 767-776 (1994) - [j1]Hugues Bersini, Marco Saerens, Luis Gonzalez Sotelino:
Hopfield net generation, encoding and classification of temporal trajectories. IEEE Trans. Neural Networks 5(6): 945-953 (1994) - [c7]Hugues Bersini, Jean-Michel Renders:
Hybridizing Genetic Algorithms with Hill-Climbing Methods for Global Optimization: Two Possible Ways. International Conference on Evolutionary Computation 1994: 312-317 - [c6]Stefan Langerman, Gregory Seront, Hugues Bersini:
S.T.E.P.: The Easiest Way to Optimize a Function. International Conference on Evolutionary Computation 1994: 519-524 - 1993
- [c5]Jean-Michel Renders, Hugues Bersini, Marco Saerens:
Adaptive NeuroControl: How Black Box and Simple can it be. ICML 1993: 260-267 - 1992
- [c4]Hugues Bersini, Gregory Seront:
In Search of a Good Evolution-Optimization Crossover. PPSN 1992: 485-494 - 1991
- [c3]Hugues Bersini, Francisco J. Varela:
The Immune Recruitment Mechanism: A Selective Evolutionary Strategy. ICGA 1991: 520-526 - 1990
- [c2]Hugues Bersini:
One Step in the Counter-Representationalist Direction. ECAI 1990: 90-95 - [c1]Hugues Bersini, Francisco J. Varela:
Hints for Adaptive Problem Solving Gleaned from Immune Networks. PPSN 1990: 343-354
Coauthor Index
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