Hugues Bersini: Publications

LIST OF PUBLICATIONS

a) Contributions to books

P.C. Cacciabue and H. Bersini (1987): "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.
Bersini, H., Cacciabue, P.C. and G. Mancini (1988): "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.
Bersini, H., Amendola, A., Cacciabue, P.C. and G. Mancini (1988): "Modelling Operators in accident conditions: advances and perspectives on a cognitive model". In Cognitive Engineering in Complex Dynamic Worlds - E. Hollnagel, G. Mancini and D. Woods (Eds.) Academic Press.
Bersini, H. (1989): "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.
Bersini, H. and F. Varela (1991): "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.
Bersini, H. and F. Varela (1991): "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.
Bersini, H. (1991): "A Cognitive Model of Goal-Oriented Automatisms and Breakdowns". In Artificial Intelligence and Simulation of Behaviour - Barbara Smith (Ed.) - Springer-Verlag.
Bersini, H. (1991): "Animat's I" in the Proceedings of the first European Conference on Artificial Life - Paul Bourgine and Francisco Varela (Eds.) - Bradford Books - MIT Press
Bersini, H. (1991): "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.
Bersini, H. , Decossaux, E. and L.G. Sotelino (1992): "Hopfield Net Generation and Encoding of Trajectories in Constrained Environment" in Neural Networks in Robotics - Bekey and Goldberg (Eds.) Kluwer Academic Publishers
Saerens, M., Soquet, A., Renders, J.M. and H. Bersini (1992): "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
Bersini, H. and F. Varela (1993) : "The Immune Learning Mechanisms: Recruitment Reinforcement and their applications" in Computing with Biological Metaphors - Chapman and Hall - R. Patton (Ed.)
Bersini, H. and G. Seront (1992): "In search of a good optimization-evolution crossover" - In Parallel Problem Solving from Nature, 2 - Männer and Manderick (Eds.) - pp. 479 - 488.
Saerens, M., Renders, J.-M. and H. Bersini (1995): "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.
Bersini, H. (1994): Reinforcement Learning for Homeostatic Endogenous Variables - In Proceedings of the Third International Conference on Simulation of Adaptive Behaviour (SAB 94) - MIT Press/Bradford Books.
Dorigo, M. and H. Bersini (1994): 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.
H. Bersini and V. Detours (1994): Asynchrony Induces Stability in Cellular Automata Based Models - In Proceedings of the IVth Conference on Artificial Life - MIT Press/Bradford Books.
H. Bersini and V. Gorrini (1995): 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.
H. Bersini (1995): Towards a Connectionist Model of Action Sequences, Active Vision and Breakdowns - In Neural Networks and a New AI - Chapman and Hall - G. Dorffner (Ed.)
Renders J-M., M. Saerens and H. Bersini (1995): 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.
H. Bersini and V.Gorrini (1996). Adaptive Fuzzy Systems for Modelling Static and Dynamic Processes - In Fuzzy Logic - J.F. Baldwin (Ed.) - Wiley - pp. 125-133.
H. Bersini (1996). 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.
H. Bersini (1996). Fuzzy-Evolutionary Systems - In Handbook of Fuzzy Computation.
H. Bersini and V. Calenbuhr (1996). 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.
H. Bersini (1999) Design Patterns for an OO Chemistry - In proceedings of the 1999 European Conference on Artificial Life - MIT Press
H. Bersini (1999). 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
Bontempi,G., Biratari, M. and H. Bersini (2001). 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.
H. Bersini (2001) La Vie Artificielle - dans Qu'est-ce que les Technologies? Vol. 5 ed. O. Jacob, Université de tous les savoirs, pp. 225-235
H. Bersini (2005) 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. PUBORD

b) Articles in scientific journals

Bersini, H., Cacciabue, P.C and G. Mancini (1988): "Cognitive Modelling: A Basic Complement of Human Reliability Analysis". In Reliability Engineering and Safety - April.
Bersini, H., Amendola, A., Cacciabue, P.C. and G. Mancini (1988): "Modelling Operators in accident conditions: advances and perspectives on a cognitive model". In International Journal of Man-Machine Studies - November.
Bersini, H. , Devooght, J. and C. Smith (1988): "Recent Progress in Human Reliability Models for Nuclear Power Safety". In Nuclear Europe - Journal of ENS. No 10, October.
P.C. Cacciabue, G. Mancini and H. Bersini (1990): "A Model of Operator Behaviour for Man-Machine System Simulation". In Automatica - vol. 26, no 6, pp. 1025-1034.
Bersini, H. (1993): Méthodes FUNNY: Logique Floue et Réseaux de Neurones appliquées à la Commande Adaptative - Dans Science, Technique et Technologie - No 25, pp. 28-32.
Detours, V., Bersini, H., Stewart, J. and F. Varela (1994): Development of an Idiotypic Network in Shape Space - in Journal of Theoretical Biology - 170.
Sarens, M., Sotelino, L.G. and H. Bersini (1994): Classification of Temporal Trajectories by Continuous-Time Recurrent Nets - in Neural Networks , Vol. 7, No 5.
Bersini, H., Saerens, M. and L-G. Sotelino (1994): Hopfield Net Generation, Encoding and Classification of Temporal Trajectories - in IEEE Trans. on Neural Networks, Vol. 5, No 6.
Bersini, H. and V. Calenbuhr (1995): Frustration Induced Chaos in a System of Coupled ODE's - in Chaos, Soliton and Fractals - Vol. 5 - No 8. pp. 1533-1549.
Calenbuhr, V., Bersini, H., Stewart, J. and F. Varela (1995). Natural Tolerance in a Simple Immune Network - in Journal of Theoretical Biology -177, pp. 199-213.
Bersini, H. and G. Bontempi (1997). 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.
Calenbuhr, V., Varela, F. and H. Bersini (1996). Immune Idiotypic Network - in International Journal of Bifurcation and Chaos - Vol. 6 No 9 - pp. 1691-1702
Bersini, H. and V. Calenbuhr (1996). Frustrated Chaos in Biological Networks - in Journal of Theoretical Biology, Vol. 188, No 2, pp. 187-200.
Bersini, H. and V. Gorrini (1996). A Simplification of the Back-Propagation-Through-Time Algorithm for Optimal Neurocontrol - In IEEE Trans. On Neural Networks - Vol. 8 No3 -pp. 437-441.
Suykens, J. and H. Bersini (1996). Neurocontrol: An overview - in Journal of Control A - Special Issue on NeuroControl - 96/3 - pp. 4-10.
Renders, J-M., Saerens, M. and H. Bersini (1997): Fuzzy Adaptive Control of a Certain Class of SISO Discret-Time Processes - in Fuzzy Sets and Systems - 85 (1) - pp. 50-61.
Bersini, H. (1998). The Frustrated and Compositional Nature of Chaos in Small Hopfield Networks - in Neural Network. - Vol/issue: 11/6 - pp. 1017-1025.
Bontempi, G.L., Birattari, M. and H. Bersini (1998). Lazy Learning for Local Modeling and Control Design - in International Journal of Control, 72(7/8), pp. 643-658.
Bersini, H. , Bontempi, G.L and M. Birattari (1998). Adaptive Memory Based Regression Methods - to appear in IEEE Trans Man Syst. and Cybern.
Duchateau, A., Bradshaw, N. and H. Bersini (1999). A multi-model solution for the control of chaos - in International Journal of Control - vol.72(7/8) pp. 727-739.
Bontempi, G.L., Birattari, M. and H. Bersini (2000). A model selection approach for local learning - in Artificial Intelligence Communication (13) - pp.41-47.
Bontempi, G.L., Bersini, H. and M. Birratari (2001). The Local Paradigm for Modeling and Control: From Neuro-Fuzzy to Lazy Learning - in Fuzzy Sets and Systems, 121(1):59-72
Venet, D., Pecasse, F., Maenhaut, C and H. Bersini (2001) - Separation of Samples into their Constituents using Gene Expression Data - in Bioinformatics - vol. 17, Suppl.1, pp. 279-287.
DeGroote,A., Groswasser, J. , Bersini, H., Mathys, P. and A. Kahn (2001) - Detection of Obstructive Apnea Events in Sleeping Infants - in J. of Applied Physiology
Bertolissi, E., Birattari, M. , Bontempi, G., Duchateau, A. and H. Bersini (2002) - Data-Driven Techniques for Direct Adaptive Control: the Lazy and the Fuzzy Approaches - in Fuzzy sets and Systems, 128/1, pp.3-14 .
Bersini, H. and P. Sener (2002). 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
Bersini, H. (2002) 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
R. Filomeno Coelho, H. Bersini and P. Bouillard (2003). 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.
Detours, V., J.E. Dumont, H. Bersini, C. Maenhaut (2003). Integration and cross-validation of high-throughput gene expression data: comparing heterogeneous data sets - in FEBS Letters 546 pp. 98-102.
Plasson, R., H. Bersini and A. Commeyras (2004). Recycling Frank: Spontaneous emergence of homochirality in noncatalytic systems - In PNAS - Vol. 101 - No 48 - pp. 16733-16738
Vanden Berghen, F and H. Bersini (2005). 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
Bersini, H. T. Lenaerts and F. Santos (2006). Growing Biological Networks: Beyond the Gene Duplication Model - in Journal of Theoretical Biology - 241(3) - pp.488-505
C. Molter and U. Salihoglu and H. Bersini (2006). The road to chaos by hebbian learning in recurrent neural networks. Neural Computation, 19:1 (Jan. 2007)
Online unsupervised formation of cell assemblies for the encoding of multiple cognitive maps. U. Salihoglu, H. Bersini, Y. Yamaguchi and Colin Molter. Neural Networks Jul-Aug - 2009 pp 687-696
Energetic and entropic analysis of a mirror symmetry breaking processes in a recycled microreversible chemical system. R. Plasson & H. Bersini, J. Phys. Chem. B. 2009, DOI: 10.1021/jp803807p, http://arxiv.org/abs/0804.4834
T. Lenaerts and H. Bersini (2009). A Synthon Approach to Artificial Chemistry. Artificial Life, Vol. 15, No. 1. (1 January 2009), pp. 89-103
Emergence of homochirality in far-for-equilibrium systems: mechanisms and role in prebiotic chemistry. R. Plasson, D.K. Kondepudi, H. Bersini, A. Commeyras & K. Asakura, Chirality 19 (2007) 589-600
H. Bersini (2010). Emergence only belongs to Biology. Synthese. Volume: 4648, Publisher: Springer, Pages: 53-62

c) Contributions to conferences not published in a following book

Cacciabue, P.C, Mancini, G. and H. Bersini (1987): "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.
Cacciabue, P.C., Amendola, A., Bersini, H., Mancini, G. and A. Poucet (1987): "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.
Bersini, H., Cacciabue, P.C. and G. Mancini (1987): "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.
Mancini, G., Cacciabue, P.C. and H. Bersini (1987): "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.
Bersini, H., Mancini, G. and P.C. Cacciabue (1988): "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.
Bersini, H. (1988): "On the way to a Connectionist Process-Operator-in-his-World". Presented in Connectionism in Perspective. University of Zurich, Switzerland. 10-13 Oct.
Bersini, H. (1989): "Connectionism for Modelling and Supporting Process Plant Operators". In Proceedings of Cognitive Science Approaches to Process Control. Siena, Italy, October 25-27.
Bersini, H. (1989): "Before and After Breakdowns". In Proceedings of the 4ème colloque de l'Association pour la Recherche Cognitive.
Bersini, H. (1990): "One Step in the Counter-Representationalist Direction". In Proceedings of the 9th ECAI Conference.
Bersini, H., Saerens, M., Soquet, A. and E. Decossaux (1990): "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.
Saerens, M., Soquet, A., Renders, J.M. and H. Bersini (1990): "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.
Bersini, H. and F. Varela (1990): "Hints for Adaptive Problem Solving Gleaned from Immune Network". In Proceedings of the Workshop on Parallel Problem Solving from Nature. Dortmund, Oct 1-3.
Bersini, H. (1991): "A Plea for a subjective animat". In Proceedings of the first Conference on the fondamentals of Artificial Intelligence - 1-5 july - Paris
Renders, J.M., Nordvick, J.P. and H. Bersini (1992): "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.
Bersini, H. (1992): 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.
Bersini, H. (1992): Immune Network and Adaptive Control. In Proceedings of the Eleventh European Meeting on Cybernetics and Systems Research 1992. Vienna April 1992.
Sotelino, L. and H. Bersini (1992): Hopfield Net Generation and Encoding of Trajectories in Constrained Environment. in Proceedings of the IJCNN-92 conference.
Bersini, H. (1992): The Interplay between the dynamics and the meta-dynamics of the immune network - Presented during the third conference on Artificial Life.
Bersini, H. (1992) : 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.
Bersini, H. (1992) : 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".
Bersini, H., Nordvik, J.P and A. Bonarini (1993): A simple adaptive fuzzy controller derived from its neural equivalent - In Proceedings of the 2nd IEEE Conference on Fuzzy Systems - pp. 345 - 350.
Renders, J-M, Bersini, H. and M. Saerens (1993): Adaptive NeuroControl: How Black Box and Simple can it be - In Proceedings of the 10th International Conference on Machine Learning - pp. 260 - 267.
Bersini, H. and V. Gorrini (1993): Funny Methods for Adaptive Process Control - in Proceedings of the First EUFIT Conference.
Calenbuhr, V., Bersini, H., Varela, F.J. and J. Stewart (1993): 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.
Salomé, T. & H. Bersini (1994): An algorithm for self-structuring neural net classifiers - In Proceedings of the Second IEEE Conf. On Neural Networks.
Gorrini, V. and H. Bersini (1994): Recurrent Fuzzy Systems - In Proceedings of the 3rd Conference on Fuzzy Systems (FUZZ-IEEE 94).
Renders, J-M. and H. Bersini (1994): Hybridizing Genetic Algorithms with Hill-Climbing Methods for Global Optimization: Two Possible Ways - In Proceedings of the First IEEE Conf. On Evolutionary Programming.
Langerman False Swarzberg, S., Seront, G. and H. Bersini (1994): STEP: The Easiest Way to Optimize a Function - In Proceedings of the First IEEE Conf. On Evolutionary Programming
Gorrini, V., Salomé, T. and H. Bersini (1995). Self-Structuring Fuzzy Systems for Function Approximation - in Proceedings of the FUZZ-IEEE / IFES'95.
Bersini, H. (2000) Chemical Crossover - in Proceedings of GECCO' 2000 - Las Vegas, Morgan Kaufmann Publishers
Bersini, H. (2000) Reaction Mechanisms in the OO Chemistry - In Proceedings of Alife VII - Portland.
Seront, G. and H. Bersini (2000) 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
Dricot, J-M., De Doncker, P., Dierickx, M., Grenez, F. and H. Bersini (2001). Development of Distributed Self-Adaptive Instrumentation Networks Unsing JINI Technology - in Proceedings of the IEEE International Workshop on Virtual & Intelligent Measurement Systems, Budapest, Hungary.