Hugues Bersin

[1987] - P.C. Cacciabue and H. Bersini : "Modelling Human Behaviour in the Context of a simulation of Man-Machine Systems".

In Human Decision Making and Control - J. Patrick and K. Duncan (Eds.) North-Holland, Elsevier, Amsterdam.

[1988] - Bersini, H., Cacciabue, P.C. and G. Mancini : "Cognitive Modelling: A Basic Complement of Human Reliability Analysis"

In Accident Sequence Modelling: Human Actions, System Response, Intelligent Decision Support - G. Apostolakis, G. Mancini & P.Kafka (Eds.) - North-Holland, Amsterdam.

[1988] - Bersini, H., Amendola, A., Cacciabue, P.C. and G. Mancini : "Operators in accident conditions: advances and perspectives on a cognitive model".

Modelling In Cognitive Engineering in Complex Dynamic Worlds - E. Hollnagel, G. Mancini and D. Woods (Eds.) Academic Press.

[1989] - Bersini, H. : "Connectionism vs GOFAI: A Brief Critical Analysis"

In Expert Systems in Structural Safety Assessment - A.S. Jovanovic, K.F. Kussmaul, A.C. Lucia and P.P. Bonissone (Eds.) - Springer-Verlag.

[1991] - Bersini, H. and F. Varela : "Hints for Adaptive Problem Solving Gleaned from Immune Network"

In Parallel Problem Solving from Nature - H.P. Schwefel and H. Mühlenbein (Eds.) - Springer-Verlag - pp. 343 - 354.

[1991] - Bersini, H. and F. Varela : "The Immune Recruitment Mechanism: A Selective Evolutionary Strategy"

In Proceedings of the 4th International Conference on Genetic Algorithms - R. Belew and L. Booker (Eds.) - Morgan Kaufman - pp. 520-526.

[1991] - Bersini, H. : "A Cognitive Model of Goal-Oriented Automatisms and Breakdowns"

In Artificial Intelligence and Simulation of Behaviour - Barbara Smith (Ed.) - Springer-Verlag.

[1991] - Bersini, H. : "Animat's I"

In the Proceedings of the first European Conference on Artificial Life - Paul Bourgine and Francisco Varela (Eds.) - Bradford Books - MIT Press

[1991] - Bersini, H. : "Immune Network and Adaptive Control"

In the Proceedings of the first European Conference on Artificial Life - Paul Bourgine and Francisco Varela (Eds.) - Bradford Books - MIT Press - pp. 217-226.

[1992] - Bersini, H. , Decossaux, E. and L.G. Sotelino : "Hopfield Net Generation and Encoding of Trajectories in Constrained Environment"

In Neural Networks in Robotics - Bekey and Goldberg (Eds.) Kluwer Academic Publishers.

[1992] - Saerens, M., Soquet, A., Renders, J.M. and H. Bersini : "Some Preliminary Comparisons bewteen a Neural Adaptive Controller and a Model Reference Adaptive Controller"

In Neural Networks in Robotics - Bekey and Goldberg (Eds.) Kluwer Academic Publishers.

[1993] - Bersini, H. and F. Varela : "The Immune Learning Mechanisms: Recruitment Reinforcement and their applications"

In Computing with Biological Metaphors - Chapman and Hall - R. Patton (Ed.).

[1992] - Bersini, H. and G. Seront : "In search of a good optimization-evolution crossover"

In Parallel Problem Solving from Nature, 2 - Männer and Manderick (Eds.) - pp. 479 - 488.

[1995] - Saerens, M., Renders, J.-M. and H. Bersini : "Neurocontrollers based on backpropagation algorithm"

In IEEE Press Book on Intelligent Control Systems - Gupta M. & N. Sinha (eds.) - IEEE Computer Society Press - pp. 292-326.

[1994] - Bersini, H. : Reinforcement Learning for Homeostatic Endogenous Variables

In Proceedings of the Third International Conference on Simulation of Adaptive Behaviour (SAB 94) - MIT Press/Bradford Books.

[1994] - Dorigo, M. and H. Bersini : A Comparison of Q-Learning and Classifier Systems

In Proceedings of the Third International Conference on Simulation of Adaptive Behaviour (SAB 94) - MIT Press/Bradford Books.

[1994] - H. Bersini and V. Detours : Asynchrony Induces Stability in Cellular Automata Based Models

In Proceedings of the IVth Conference on Artificial Life - MIT Press/Bradford Books.

[1995] - H. Bersini and V. Gorrini : An Empirical Analysis of One Type of Direct Adaptive Fuzzy Control

In Fuzzy Logic and Intelligent Systems (Theory and Applications) - Hua Li and M. Gupta (Eds.) - Kluwer Academic Publisher.

[1995] - H. Bersini : Towards a Connectionist Model of Action Sequences, Active Vision and Breakdowns

In Neural Networks and a New AI - Chapman and Hall - G. Dorffner (Ed.)

[1995] - Renders J-M., M. Saerens and H. Bersini : Adaptive Neurocontrol of a Certain Class of MIMO Discrete-Time Processes Based on Stability Theory

In Neural Network Engineering in Dynamic Control Systems - K.J. Hunt, G.R. Irwin and K. Warwick (Eds) - Advances in Industrial Control - Springer.

[1996] - H. Bersini and V.Gorrini. Adaptive Fuzzy Systems for Modelling Static and Dynamic Processes

In Fuzzy Logic - J.F. Baldwin (Ed.) - Wiley - pp. 125-133.

[1996] - H. Bersini. On-line Self-Structuring Fuzzy Inference Systems for Function Approximation

In Genetic Algorithms and Fuzzy Logic Systems - Soft Computing Perspective - E. sanchez, T. Shibata, L.A. Zadeh (Eds.) - World Scientific Publishing Co.

[1996] - H. Bersini. Fuzzy-Evolutionary Systems

In Handbook of Fuzzy Computation.

[1996] - H. Bersini and V. Calenbuhr. Frustration in Biological Networks: A source of diversity and instability

In F. Schweitzer (ed.) - Self-Organisation of Complex Structures: From Individual to Collective Dynamics - London: Gordon and Breach.

[1999] - H. Bersin. Design Patterns for an OO Chemistry

In proceedings of the 1999 European Conference on Artificial Life - MIT Press

[1999] - H. Bersini. The Endogenous Double Plasticity of the Immune Network and the Inspiration to be drawn for Engineering Artifacts.

In "Artificial Immune Systems and Their Applications" - Springer Verlag, pp.22 - 44.

[2001] - Bontempi,G., Biratari, M. and H. Bersini. Lazy Learning: a Local Method for Supervised Learning

In New Learning Paradigm in Soft Computing - L.C. Jain anand J. Kacprzyk (Eds.) - Physica Verlag (Springer Verlag) Heidelberg and NY, pp.97-137.

[2001] - H. Bersini. La Vie Artificielle

Dans Qu'est-ce que les Technologies? Vol. 5 ed. O. Jacob, Université de tous les savoirs, pp. 225-235.

[2005] - H. Bersini. La Vie Artificielle ou la dissection digitale

Dans "Des atomes aux planètes habitables" M. Gargaud, Ph. Claeys et H. Martin (Eds.) Ch. 15 pp. 399-448.

Articles in scientific journals

[1988] - Bersini, H., Cacciabue, P.C and G. Mancini: "Cognitive Modelling: A Basic Complement of Human Reliability Analysis"

In Reliability Engineering and Safety - April.

[1988] - Bersini, H., Amendola, A., Cacciabue, P.C. and G. Mancini : "Modelling Operators in accident conditions: advances and perspectives on a cognitive model"

In International Journal of Man-Machine Studies - November.

[1988] - Bersini, H. , Devooght, J. and C. Smith : "Recent Progress in Human Reliability Models for Nuclear Power Safety"

In Nuclear Europe - Journal of ENS. No 10, October.

[1990] - P.C. Cacciabue, G. Mancini and H. Bersini : "A Model of Operator Behaviour for Man-Machine System Simulation"

In Automatica - vol. 26, no 6, pp. 1025-1034.

[1993] - Bersini : "Méthodes FUNNY: Logique Floue et Réseaux de Neurones appliquées à la Commande Adaptative"

Dans Science, Technique et Technologie - No 25, pp. 28-32.

[1994] - Detours, V., Bersini, H., Stewart, J. and F. Varela : "Development of an Idiotypic Network in Shape SpaceE"

In Journal of Theoretical Biology - 170.

[1994] - Sarens, M., Sotelino, L.G. and H. Bersini : "Classification of Temporal Trajectories by Continuous-Time Recurrent Nets"

In Neural Networks , Vol. 7, No 5.

[1994] - Bersini, H., Saerens, M. and L-G. Sotelino : "Hopfield Net Generation, Encoding and Classification of Temporal Trajectories"

In IEEE Trans. on Neural Networks, Vol. 5, No 6.

[1995] - Bersini, H. and V. Calenbuhr : "Frustration Induced Chaos in a System of Coupled ODE's"

In Chaos, Soliton and Fractals - Vol. 5 - No 8. pp. 1533-1549.

[1995] - Calenbuhr, V., Bersini, H., Stewart, J. and F. Varela : "Natural Tolerance in a Simple Immune Network"

In Journal of Theoretical Biology -177, pp. 199-213.

[1997] - Bersini, H. and G. Bontempi : "Now comes the time to defuzzify Neuro-Fuzzy models"

In the Special Issue of Fuzzy Sets and Systems. Fuzzy Sets: Where Do we Stand? Where Do we Go? Vol. 90 No 2 - pp. 161-169.

[1996] - Calenbuhr, V., Varela, F. and H. Bersini : "Immune Idiotypic Network"

In International Journal of Bifurcation and Chaos - Vol. 6 No 9 - pp. 1691-1702.

[1996] - Bersini, H. and V. Calenbuhr : "Frustrated Chaos in Biological Networks"

In Journal of Theoretical Biology, Vol. 188, No 2, pp. 187-200.

[1996] - Bersini, H. and V. Gorrini : "A Simplification of the Back-Propagation-Through-Time Algorithm for Optimal Neurocontrol "

In IEEE Trans. On Neural Networks - Vol. 8 No3 -pp. 437-441.

[1996] - Suykens, J. and H. Bersini : "Neurocontrol: An overview"

In Journal of Control A - Special Issue on NeuroControl - 96/3 - pp. 4-10.

[1997] - Renders, J-M., Saerens, M. and H. Bersini : "Fuzzy Adaptive Control of a Certain Class of SISO Discret-Time Processes"

In Fuzzy Sets and Systems - 85 (1) - pp. 50-61.

[1997] - Bersini : "Fuzzy Adaptive Control of a Certain Class of SISO Discret-Time Processes"

In Fuzzy Sets and Systems - 85 (1) - pp. 50-61.

[1998] - Bersini : " The Frustrated and Compositional Nature of Chaos in Small Hopfield Networks"

In Neural Network. - Vol/issue: 11/6 - pp. 1017-1025.

[1998] - Bontempi, G.L., Birattari, M. and H. Bersini : "Lazy Learning for Local Modeling and Control Design"

In International Journal of Control, 72(7/8), pp. 643-658.

[1998] - Bersini, H. , Bontempi, G.L and M. Birattari : "Adaptive Memory Based Regression Methods - to appear"

In IEEE Trans Man Syst. and Cybern.

[1999] - Duchateau, A., Bradshaw, N. and H. Bersini : "A multi-model solution for the control of chaos"

In International Journal of Control - vol.72(7/8) pp. 727-739.

[2000] - Bontempi, G.L., Birattari, M. and H. Bersini : "A model selection approach for local learning"

In Artificial Intelligence Communication (13) - pp.41-47.

[2001] - Bontempi, G.L., Bersini, H. and M. Birratari : "The Local Paradigm for Modeling and Control: From Neuro-Fuzzy to Lazy Learning"

In Fuzzy Sets and Systems, 121(1):59-72

[2001] - Venet, D., Pecasse, F., Maenhaut, C and H. Bersini : "Separation of Samples into their Constituents using Gene Expression Data"

In Bioinformatics - vol. 17, Suppl.1, pp. 279-287.

[2001] - DeGroote,A., Groswasser, J. , Bersini, H., Mathys, P. and A. Kahn : "Detection of Obstructive Apnea Events in Sleeping Infants"

In J. of Applied Physiology

[2002] - Bertolissi, E., Birattari, M. , Bontempi, G., Duchateau, A. and H. Bersini : "Data-Driven Techniques for Direct Adaptive Control: the Lazy and the Fuzzy Approaches"

In Fuzzy sets and Systems, 128/1, pp.3-14 .

[2002] - Bersini, H. and P. Sener : "The connections between the frustrated chaos and the intermittency chaos in small Hopfield networks"

Neural Networks, Volume 15, Issue 10, December 2002, Pages 1197-1204

[2002] - Bersini : "The Immune and the Chemical CrossOver"

In IEEE Trans. on Evol. Computation - Special Issue on Artificial Immune Systems. Vol. 6 - No 3 - pp. 306-313

[2003] - R. Filomeno Coelho, H. Bersini and P. Bouillard : "Parametrical Mechanical Design with Constraints and Preferences: Application to a Purge Valve. In Computer Methods "

In Appled Mechanics and Engineering, 192/39-40, pp. 4355-4378, North-Holland Elsevier B.V.

[2003] - Detours, V., J.E. Dumont, H. Bersini, C. Maenhaut : "Integration and cross-validation of high-throughput gene expression data: comparing heterogeneous data sets"

In FEBS Letters 546 pp. 98-102.

[2004] - Plasson, R., H. Bersini and A. Commeyras : "Recycling Frank: Spontaneous emergence of homochirality"

In noncatalytic systems - In PNAS - Vol. 101 - No 48 - pp. 16733-16738.

[2005] - Vanden Berghen, F and H. Bersini : "Condor, a new parallel, constrained extension of Powell's UOBYQA algortihm: Experimental results and comparison with the DFO algorithm"

In Journal of Computational and Applied Mathematics 181 - pp. 157-175

[2006] - Bersini, H. T. Lenaerts and F. Santos : "Growing Biological Networks: Beyond the Gene Duplication Model"

In Journal of Theoretical Biology - 241(3) - pp.488-505

[2006] - C. Molter and U. Salihoglu and H. Bersini : "The road to chaos by hebbian learning in recurrent neural networks. "

In Neural Computation, 19:1 (Jan. 2007)

[2009] - U. Salihoglu, H. Bersini, Y. Yamaguchi and Colin Molter. : "Online unsupervised formation of cell assemblies for the encoding of multiple cognitive maps. "

In Neural Networks Jul-Aug - 2009 pp 687-696

[2009] - R. Plasson, H. Bersini, J. Phys. Chem. B. : "Energetic and entropic analysis of a mirror symmetry breaking processes in a recycled microreversible chemical system."

In DOI: 10.1021/jp803807p, http://arxiv.org/abs/0804.4834

[2009] - T. Lenaerts and H. Bersini : "A Synthon Approach to Artificial Chemistry"

In Artificial Life, Vol. 15, No. 1. (1 January 2009), pp. 89-103

[2007] - R. Plasson, D.K. Kondepudi, H. Bersini, A. Commeyras, K. Asakura : "Emergence of homochirality in far-for-equilibrium systems: mechanisms and role in prebiotic chemistry."

In Chirality 19 (2007) 589-600

[2010] - Bersini : "Emergence only belongs to Biology"

In Synthese. Volume: 4648, Publisher: Springer, Pages: 53-62

Contributions to conferences not published in a following book

[1987] - Cacciabue, P.C, Mancini, G. and H. Bersini : "A Model of Operator Behaviour for Man-Machine System Simulation"

In Proceedings of 3rd IFAC/IFIP/IEA/IFORS Conference on Man-Machine Systems, Analysis, Design and Simulation, Oulu, Finland, June 14-16. Pergamon Press, Oxford, UK.

[1987] - Cacciabue, P.C., Amendola, A., Bersini, H., Mancini, G. and A. Poucet : "PSA Models for System and Human Reliability: Results of Benchmark Exercices and Needs"

In Proceedings of IAEA Int. Conf. On Nuclear Power Performance and Safety. Vienna, Austria, Sept 28-Oct.2.

[1987] - Bersini, H., Cacciabue, P.C. and G. Mancini : "A Cognitive Model for Representing Knowledge, Intentions and Actions of Process Plant Operators"

In Proceedings of First European Meeting on Cognitive Science Approaches to Process Control. Marcoussis, France, Octobre 19-20.

[1987] - Mancini, G., Cacciabue, P.C. and H. Bersini : "An Operator Behavior Model in the Frame of Man-Machine Interaction"

In Proceedings of the 4th Inter. Conf. on Event Perception and Action, August 24-28, University of Trieste, Italy.

[1988] - Bersini, H., Mancini, G. and P.C. Cacciabue : "A Cognitve Model of Human Behaviour for Simulating Operators of Complex Plants"

In Proceedings of the International Seminar on Human Interface. Kyoto, Japan, Feb. 22-23.

[1988] - Bersini : "On the way to a Connectionist Process-Operator-in-his-World"

Presented in Connectionism in Perspective. University of Zurich, Switzerland. 10-13 Oct.

[1989] - Bersini : "Connectionism for Modelling and Supporting Process Plant Operators"

In Proceedings of Cognitive Science Approaches to Process Control. Siena, Italy, October 25-27.

[1989] - Bersini : "Before and After Breakdowns"

In Proceedings of the 4ème colloque de l'Association pour la Recherche Cognitive.

[1989] - Bersini : "One Step in the Counter-Representationalist Direction"

In Proceedings of the 9th ECAI Conference.

[1990] - Bersini, H., Saerens, M., Soquet, A. and E. Decossaux : "Connectionism for Low-Level and High-Level Process Control"

In Proceedings of the 9th European Annual Conference on Human Decision Making and Manual Control, Ispra, Italy September 10-12.

[1990] - Saerens, M., Soquet, A., Renders, J.M. and H. Bersini : "A Preliminary Comparison bewteen and Neural Adaptive Controller and a Model Reference Adaptive Controller"

In Proceedings of the International Neural Network Conference, July 9-13, Paris.

[1990] - Bersini, H. and F. Varela : "Hints for Adaptive Problem Solving Gleaned from Immune Network"

In Proceedings of the Workshop on Parallel Problem Solving from Nature. Dortmund, Oct 1-3.

[1991] - Bersini : "A Plea for a subjective animat"

In Proceedings of the first Conference on the fondamentals of Artificial Intelligence - 1-5 july - Paris

[1992] - Renders, J.M., Nordvick, J.P. and H. Bersini : "Use of Genetic Algortihm for Process Control"

In Proceedings of the 1992 IFAC/IFIP/IMACS Symposium on Artificial Intelligence in Real-Time Control - Delft, The Netherlands, June 16-18 1992.

[1992] - Bersini : "Q_Learning and Adaptive Control"

In Proceedings of the 1992 IFAC/IFIP/IMACS Symposium on Artificial Intelligence in Real-Time Control - Delft, The Netherlands, June 16-18 1992.

[1992] - Bersini : "Immune Network and Adaptive Control"

In Proceedings of the Eleventh European Meeting on Cybernetics and Systems Research 1992. Vienna April 1992.

[1992] - Sotelino, L. and H. Bersini : "Hopfield Net Generation and Encoding of Trajectories in Constrained Environment"

in Proceedings of the IJCNN-92 conference.

[1992] - Bersini : "The Interplay between the dynamics and the meta-dynamics of the immune network"

Presented during the third conference on Artificial Life.

[1992] - Bersini : "Generation Automatique de Systemes de Commande Floue par les Methodes de Gradient et les Algorithmes Genetiques"

In Proceedings of the Journees Nationales: les applications des systemes flous.

[1992] - Bersini : "Towards a Connectionist Model of Actions Sequences, Active Vision and Breakdowns"

Presented during a Workshop held during ECAI 92 on "Neural Network and a New AI".

[1994] - Bersini, H., Nordvik, J.P and A. Bonarini : "A simple adaptive fuzzy controller derived from its neural equivalent"

In Proceedings of the 2nd IEEE Conference on Fuzzy Systems - pp. 345 - 350.

[1993] - Renders, J-M, Bersini, H. and M. Saerens : "Adaptive NeuroControl: How Black Box and Simple can it be"

In Proceedings of the 10th International Conference on Machine Learning - pp. 260 - 267.

[1993] - Bersini, H. and V. Gorrin : " Funny Methods for Adaptive Process Control"

In Proceedings of the First EUFIT Conference.

[1993] - Calenbuhr, V., Bersini, H., Varela, F.J. and J. Stewart : "The Impact of the Structure of the Connectivity Matrix on the Dynamics of a Simple Model for the Immune Network"

In Proceedings of the 1st Copenhagen Symposium on Computer Simulation in Biology, Ecology and Medicine - Mosekilde, E. (Ed.) - pp. 41 - 45.

[1994] - Salomé, T. and H. Bersini : "An algorithm for self-structuring neural net classifiers"

In Proceedings of the Second IEEE Conf. On Neural Networks.

[1994] - Gorrini, V. and H. Bersini : "Recurrent Fuzzy Systems"

In Proceedings of the 3rd Conference on Fuzzy Systems (FUZZ-IEEE 94).

[1994] - Renders, J-M. and H. Bersini : "Hybridizing Genetic Algorithms with Hill-Climbing Methods for Global Optimization: Two Possible Ways"

In Proceedings of the First IEEE Conf. On Evolutionary Programming.

[2000] - Seront, G. and H. Bersini : "A new GA Local Search Hybrid for Continuous Optimization Based on Multi-Level Single Linkage Clustering"

In Proceedings of GECCO' 2000 - Las Vegas, Morgan Kaufmann Publishers - pp. 90-95

[2001] - Dricot, J-M., De Doncker, P., Dierickx, M., Grenez, F. and H. Bersini : "Development of Distributed Self-Adaptive Instrumentation Networks Unsing JINI Technology"

In Proceedings of the IEEE International Workshop on Virtual and Intelligent Measurement Systems, Budapest, Hungary.

Publications & press

Contributions to books

Articles in scientific journals

Contributions to conferences not published in a following book