Pierre Collet

Orcid: 0000-0002-5284-4702

Affiliations:
  • Université de Strasbourg, France


According to our database1, Pierre Collet authored at least 109 papers between 1995 and 2025.

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Bibliography

2025
Harnessing evolutionary algorithms for enhanced characterization of ENSO events.
Genet. Program. Evolvable Mach., June, 2025

2023
De-MISTED: Image-based classification of erroneous multiple sequence alignments using convolutional neural networks.
Appl. Intell., August, 2023

Human-environment feedback and the consistency of proenvironmental behavior.
PLoS Comput. Biol., 2023

CRACS: Compaction of Rules in Anticipatory Classifier Systems.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Evolutionary Reduction of the Laser Noise Impact on Quantum Gates.
Proceedings of the Complex Computational Ecosystems - First International Conference, 2023

Short Time Series Forecasting Method Based on Genetic Programming and Kalman Filter.
Proceedings of the Complex Computational Ecosystems - First International Conference, 2023

2022
MERLIN: Identifying Inaccuracies in Multiple Sequence Alignments Using Object Detection.
Proceedings of the Artificial Intelligence Applications and Innovations, 2022

A hybrid optimization tool for active magnetic regenerator.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Accurate and Interpretable Representations of Environments with Anticipatory Learning Classifier Systems.
Proceedings of the Genetic Programming - 25th European Conference, 2022

2021
Spliceator: multi-species splice site prediction using convolutional neural networks.
BMC Bioinform., 2021

Explainability and performance of anticipatory learning classifier systems in non-deterministic environments.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

New Evolutionary Method for Studying Physical Properties of Magneto Caloric Materials.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
A Review on Complex System Engineering.
J. Syst. Sci. Complex., 2020

Understanding the causes of errors in eukaryotic protein-coding gene prediction: a case study of primate proteomes.
BMC Bioinform., 2020

Quantum-Inspired Algorithm with Evolution Strategy.
Proceedings of the Theory and Practice of Natural Computing - 9th International Conference, 2020

BACS: A Thorough Study of Using Behavioral Sequences in ACS2.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

PEPACS: integrating probability-enhanced predictions to ACS2.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

BACS: integrating behavioral sequences to ACS2.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A quantum simulation algorithm for continuous optimization.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A GA for non-uniform sampling harmonic analysis.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
SCHEDA: Lightweight euclidean-like heuristics for anomaly detection in periodic time series.
Appl. Soft Comput., 2019

DeepExpert : vers une Intelligence Artificielle autonome et explicable.
Proceedings of the Actes des 17èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, 2019

Fast Evolutionary Algorithm for Solving Large-Scale Multi-objective Problems.
Proceedings of the Artificial Evolution, 2019

2018
Artificial Immune Ecosystems: the role of expert-based learning in artificial cognition.
J. Robotics Netw. Artif. Life, 2018

Management of digital records with RADAR by data dilution into Complex System.
J. Robotics Netw. Artif. Life, 2018

Cerberus, an Access Control Scheme for Enforcing Least Privilege in Patient Cohort Study Platforms - A Comprehensive Access Control Scheme Applied to the GENIDA Project - Study of Genetic Forms of Intellectual Disabilities and Autism Spectrum Disorders.
J. Medical Syst., 2018

Foundations and applications of artificial Intelligence for zero-day and multi-step attack detection.
EURASIP J. Inf. Secur., 2018

For a refoundation of Artificial Immune System research: AIS is a Design Pattern.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

2017
Anomaly detection and motif discovery in symbolic representations of time series.
CoRR, 2017

Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks.
Comput. Chem. Eng., 2017

The Artificial Immune Ecosystem: A Bio-Inspired Meta-Algorithm for Boosting Time Series Anomaly Detection with Expert Input.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

The AWA Artificial emergent aWareness Architecture model for Artificial Immune Ecosystems.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Evolutionary approaches for surgical path planning: A quantitative study on Deep Brain Stimulation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

MEMSA: A Robust Parisian EA for Multidimensional Multiple Sequence Alignment.
Proceedings of the Artificial Evolution, 2017

2016
Ontologies to Lead Knowledge Intensive Evolutionary Algorithms: Principles and Case Study.
Int. J. Knowl. Syst. Sci., 2016

Pareto Front vs. Weighted Sum for Automatic Trajectory Planning of Deep Brain Stimulation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Simulation of real-time multi-objective optimization for a photovoltaic system with grid connection.
Proceedings of the IECON 2016, 2016

Introducing Pareto-based MOEA to Neurosurgery Preoperative Path Planning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Application of Evolutionary Algorithms for the Optimization of Genetic Regulatory Networks.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Metaheuristic based battery control optimization of a photovoltaic system with grid connection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Visual and Audio Monitoring of Island Based Parallel Evolutionary Algorithms.
J. Grid Comput., 2015

A Multi Objective Evolutionary Algorithm for Solving a Real Health Care Fleet Optimization Problem.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Proposal and Preliminary Investigation of a Fitness Function for Partial Differential Models.
Proceedings of the Genetic Programming - 18th European Conference, 2015

2014
An ontology-based approach for using physical effects in inventive design.
Eng. Appl. Artif. Intell., 2014

An ontology-based approach for inventive problem solving.
Eng. Appl. Artif. Intell., 2014

Swarm Projects: Beyond the Metaphor.
Proceedings of the Swarm Intelligence Based Optimization - First International Conference, 2014

GridVis: Visualisation of Island-Based Parallel Genetic Algorithms.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013
Artificial Chemistries on GPU.
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013

Implementation Techniques for Massively Parallel Multi-objective Optimization.
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013

Generic Local Search (Memetic) Algorithm on a Single GPGPU Chip.
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013

Automatic Parallelization of EC on GPGPUs and Clusters of GPGPU Machines with EASEA and EASEA-CLOUD.
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013

Why GPGPUs for Evolutionary Computation?
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013

Using Large-Scale Parallel Systems for Complex Crystallographic Problems in Materials Science.
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013

Facilitating the resolution of inventive problems using semantic relatedness and ontology reasoning.
Int. J. Knowl. Based Intell. Eng. Syst., 2013

Know-How modelling for e-Learning.
Proceedings of the 2013 IEEE RIVF International Conference on Computing and Communication Technologies, 2013

A New Method of Using Physical Effects in Su-field Analysis based on Ontology Reasoning.
Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

Using a Genetic Algorithm for the Determination of Power Load Profiles.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

Massively Parallel Generational GA on GPGPU Applied to Power Load Profiles Determination.
Proceedings of the Artificial Evolution, 2013

2012
EASEA: specification and execution of evolutionary algorithms on GPGPU.
Soft Comput., 2012

Evolutionary algorithms for data mining.
Genet. Program. Evolvable Mach., 2012

Framework for the support of knowledge-based engineering template update.
Comput. Ind., 2012

A Heuristic TRIZ Problem Solving Approach based on Semantic Relatedness and Ontology Reasoning.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

PARADE: A Massively Parallel Differential Evolution Template for EASEA.
Proceedings of the Swarm and Evolutionary Computation, 2012

Evolutionary algorithms and genetic programming on graphic processing units (GPU).
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Recovery properties of distributed cluster head election using reaction-diffusion.
Swarm Intell., 2011

DISPAR-Tournament: A Parallel Population Reduction Operator That Behaves Like a Tournament.
Proceedings of the Applications of Evolutionary Computation, 2011

Evolving Reaction-Diffusion Systems on GPU.
Proceedings of the Progress in Artificial Intelligence, 2011

Two Ports of a Full Evolutionary Algorithm onto GPGPU.
Proceedings of the Artificial Evolution, 2011

2010
Stochastic automated search methods in cellular automata: the discovery of tens of thousands of glider guns.
Nat. Comput., 2010

GPGPU-Compatible Archive Based Stochastic Ranking Evolutionary Algorithm (G-ASREA) for Multi-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010

Collaboration for Knowledge-Based Engineering Templates Update.
Proceedings of the New World Situation: New Directions in Concurrent Engineering, 2010

Knowledge-Based Engineering Template Instances Update Support.
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

KBE Template Update Propagation Support - Ontology and Algorithm for Update Sequence Computation.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

An archived-based stochastic ranking evolutionary algorithm (asrea) for multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Speedups between ×70 and ×120 for a Generic Local Search (Memetic) Algorithm on a Single GPGPU Chip.
Proceedings of the Applications of Evolutionary Computation, 2010

Fast Evaluation of GP Trees on GPGPU by Optimizing Hardware Scheduling.
Proceedings of the Genetic Programming, 13th European Conference, 2010

EASEA parallelization of tree-based Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Husbands, Holland, and Wheeler (eds): Review of the book "The Mechanical Mind in History".
Genet. Program. Evolvable Mach., 2009

Coarse grain parallelization of evolutionary algorithms on GPGPU cards with EASEA.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Efficient Parallel Implementation of Evolutionary Algorithms on GPGPU Cards.
Proceedings of the Euro-Par 2009 Parallel Processing, 2009

2008
Testing the CAX on a Real-World Problem and Other Benchmarks.
Proceedings of the Parallel Problem Solving from Nature, 2008

2007
Optimisation par " hommilière " de chemins pédagogiques pour un logiciel d'e-learning.
Tech. Sci. Informatiques, 2007

Demonstration of the Universality of a New Cellular Automaton.
Int. J. Unconv. Comput., 2007

Interactive evolution for cochlear implants fitting.
Genet. Program. Evolvable Mach., 2007

Evolving localizations in reaction-diffusion cellular automata
CoRR, 2007

Stochastic Optimization Algorithms
CoRR, 2007

A Swarm Approach for Automatic Auditing of Pedagogical Planning.
Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies, 2007

Adaptation of the ACO Heuristic for Sequencing Learning Activities.
Proceedings of the EC-TEL 2007 Poster Session, Crete, Greece, September 17-20, 2007, 2007

2006
Introducing lateral thinking in search engines.
Genet. Program. Evolvable Mach., 2006

Adapting the ELO Rating System to Competing Subpopulations in a "Man-Hill".
Proceedings of the Leading the Web in Concurrent Engineering. Next Generation Concurrent Engineering, 2006

2005
Experimenting with a real-size man-hill to optimize pedagogical paths.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

An interactive evolutionary algorithm for cochlear implant fitting: first results.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Using an interactive evolutionary algorithm to help fitting a cochlear implant.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004
Automatic fitting of cochlear implants with evolutionary algorithms.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

A New Universal Cellular Automaton Discovered by Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2004

Analysis of GP Improvement Techniques over the Real-World Inverse Problem of Ocean Color.
Proceedings of the Genetic Programming, 7th European Conference, 2004

2003
Ant colony optimisation for E-learning: observing the emergence of pedagogic suggestions.
Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 2003

Introducing Lateral Thinking in Search Engines with Interactive Evolutionary Algorithms.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Interactive GP for Data Retrieval in Medical Databases.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

GUIDE: Unifying Evolutionary Engines through a Graphical User Interface.
Proceedings of the Artificial Evolution, 2003

2002
A Framework for Distributed Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2002

Issues on the optimisation of evolutionary algorithms code.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001
A GP Artificial Ant for Image Processing: Preliminary Experiments with EASEA.
Proceedings of the Genetic Programming, 4th European Conference, 2001

EASEA Comparisons on Test Functions: GALib versus EO.
Proceedings of the Artificial Evolution, 2001

2000
Polar IFS + Parisian Genetic Programming = Efficient IFS Inverse Problem Solving.
Genet. Program. Evolvable Mach., 2000

Take It EASEA.
Proceedings of the Parallel Problem Solving from Nature, 2000

1999
Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Manipulation of non-linear IFS attractors using genetic programming.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1995
Maximum Likelihood and Minimum Entropy Identification of Grammars
CoRR, 1995


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