Réduction des colonnes d'un tableau de données par quasi-équivalence entre variables. - Régis Gras; Fabrice Guillet; Robin Gras; Jacques Philippe (EGC, 2002)

A Hierarchical Model of Parallel Genetic Programming Applied to Bioinformatic Problems. - Julien Frey; Robin Gras; Patricia Hernandez; Ron D. Appel (PPAM, 2003)

Cooperative Metaheuristics for Exploring Proteomic Data. - Robin Gras; David Hernández; Patricia Hernandez; Nadine Zangger; Yoann Mescam; Julien Frey; Olivier Martin 002; Jacques Nicolas; Ron D. Appel (Artif. Intell. Rev., 2003)

MoDEL: an efficient strategy for ungapped local multiple alignment. - David Hernández; Robin Gras; Ron D. Appel (Comput. Biol. Chem., 2004)

Cooperative Metaheuristics for Exploring Proteomic Data. - Robin Gras; David Hernández; Patricia Hernandez; Nadine Zangger; Yoan Mescam; Julien Frey; Olivier Martin 002; Jacques Nicolas; Ron D. Appel (Artificial Intelligence Methods And Tools For Systems Biology, 2004)

How efficient are genetic algorithms to solve high epistasis deceptive problems? - Robin Gras (IEEE Congress on Evolutionary Computation, 2008)

Non-unique oligonucleotide microarray probe selection method based on genetic algorithms. - Lili Wang; Alioune Ngom; Robin Gras (IEEE Congress on Evolutionary Computation, 2008)

Evolution strategy with greedy probe selection heuristics for the non-unique oligonucleotide probe selection problem. - Lili Wang; Alioune Ngom; Robin Gras; Luis Rueda 001 (CIBCB, 2008)

Neighborhood functions and hill-climbing strategies dedicated to the generalized ungapped local multiple alignment. - David Hernández; Robin Gras; Ron D. Appel (Eur. J. Oper. Res., 2008)

An Evolutionary Approach to the Non-unique Oligonucleotide Probe Selection Problem. - Lili Wang; Alioune Ngom; Robin Gras; Luis Rueda 001 (Trans. Comp. Sys. Biology, 2008)

Bayesian Optimization Algorithm for the Non-unique Oligonucleotide Probe Selection Problem. - Laleh Soltan Ghoraie; Robin Gras; Lili Wang; Alioune Ngom (PRIB, 2009)

An Individual-Based Evolving Predator-Prey Ecosystem Simulation Using a Fuzzy Cognitive Map as the Behavior Model. - Robin Gras; Didier Devaurs; Adrianna Wozniak; Adam Aspinall (Artif. Life, 2009)

Une étude comparative pour la détection de dépendance multiples. - Elham Salehi; Jayashree Nyayachavadi; Robin Gras (Analyse Statistique Implicative, 2009)

K-Means Clustering as a Speciation Mechanism within an Individual-Based Evolving Predator-Prey Ecosystem Simulation. - Adam Aspinall; Robin Gras (AMT, 2010)

Using Feature Selection Approaches to Find the Dependent Features. - Qin Yang; Elham Salehi; Robin Gras (ICAISC (1), 2010)

How Dependencies Affect the Capability of Several Feature Selection Approaches to Extract the Key Features. - Qin Yang; Robin Gras (ICMLA, 2010)

Optimal decoding and minimal length for the non-unique oligonucleotide probe selection problem. - Laleh Soltan Ghoraie; Robin Gras; Lili Wang; Alioune Ngom (Neurocomputing, 2010)

A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies. - Elham Salehi; Jayashree Nyayachavadi; Robin Gras (FSDM, 2010)

Selection based heuristics for the non-unique oligonucleotide probe selection problem in microarray design. - Alioune Ngom; Luis Rueda 001; Lili Wang; Robin Gras (Pattern Recognit. Lett., 2010)

Species abundance patterns in an ecosystem simulation studied through Fisher's logseries. - Didier Devaurs; Robin Gras (Simul. Model. Pract. Theory, 2010)

Correlation between Genetic Diversity and Fitness in a Predator-Prey Ecosystem Simulation. - Marwa Khater; Elham Salehi; Robin Gras (Australasian Conference on Artificial Intelligence, 2011)

EcoSim: an individual-based platform for studying evolution. - Robin Gras; Abbas Golestani; Meisam Hosseini Sedehi; Marwa Khater; Yasaman Majdabadi Farahani; Morteza Mashayekhi; Sina Md Ibne; Elham Salehi; Ryan Scott (ECAL, 2011)

Efficient EDA for large opimization problems via constraining the search space of models. - Elham Salehi; Robin Gras (GECCO (Companion), 2011)

Comparing Distance-Based Phylogenetic Tree Construction Methods Using An Individual-Based Ecosystem Simulation, EcoSim. - Ryan Scott; Robin Gras (ALIFE, 2012)

Prediction of Imminent Species' Extinction in EcoSim. - Meisam Hosseini Sedehi; Robin Gras; Md Sina (ICAART (1), 2012)

Adaptation and Genomic Evolution in EcoSim. - Marwa Khater; Robin Gras (SAB, 2012)

The Emergence of New Genes in EcoSim and Its Effect on Fitness. - Marwa Khater; Elham Salehi; Robin Gras (SEAL, 2012)

Simulating Vaccination Control and Herd Immunity Threshold in EcoDemics. - Yasaman Majdabadi Farahani; Robin Gras (SIMULTECH, 2012)

n Enhanced Artificial Ecosystem: Investigating Emergence of Ecological Niches. - Morteza Mahayekhi; Abbas Golestani; Yasaman Majdabadi Farahani; Robin Gras (ALIFE, 2014)

Testing the Effects of Speciation and Mutation Rates on Distance-Based Phylogenetic Tree Construction Accuracy Using EcoSim. - Ryan Scott; Robin Gras (ALIFE, 2014)

Contemporary evolution and genetic change of prey as a response to predator removal. - Marwa Khater; Dorian Murariu; Robin Gras (Ecol. Informatics, 2014)

A machine learning approach to investigate the reasons behind species extinction. - Morteza Mashayekhi; Brian MacPherson; Robin Gras (Ecol. Informatics, 2014)

Rule Extraction from Random Forest: the RF+HC Methods. - Morteza Mashayekhi; Robin Gras (Canadian AI, 2015)

Ecological effects of cyclically fluctuating resources. - Ryan Scott; Maryam Karim Pour; Robin Gras (SummerSim, 2016)

Population modelling by examples ii. - Robert J. Smith?; Bruce Y. Lee; Aristides Moustakas; Andreas Zeigler; Mélanie Prague; Romualdo Santos; Matthias Chung; Robin Gras; Valery Forbes; Sixten Borg; Tracy Comans; Yifei Ma; et al. (SummerSim, 2016)

Exploring the connection between emergent animal personality and fitness using a novel individual-based model and decision tree approach. - Brian MacPherson; Morteza Mashayekhi; Robin Gras; Ryan Scott (Ecol. Informatics, 2017)

Rule Extraction from Decision Trees Ensembles: New Algorithms Based on Heuristic Search and Sparse Group Lasso Methods. - Morteza Mashayekhi; Robin Gras (Int. J. Inf. Technol. Decis. Mak., 2017)

Estimation of Distribution using Population Queue based Variational Autoencoders. - Sourodeep Bhattacharjee; Robin Gras (CEC, 2019)

Animal communication of fear and safety related to foraging behavior and fitness: An individual-based modeling approach. - Sourodeep Bhattacharjee; Brian MacPherson; Ranxiao Frances Wang; Robin Gras (Ecol. Informatics, 2019)

Data-Mining with Three Genome-Scale Approaches Supports that Lungfish is the Closest Living Relative of Land Vertebrate, but not Coelacanth. - Yunfeng Shan; Guo Li; Xiu-Qing Li; Robin Gras; Youjun Zhou (CSCI, 2022)

A Robust Approach to Fine-tune Pre-trained Transformer-based models for Text Summarization through Latent Space Compression. - Ala Alam Falaki; Robin Gras (ICMLA, 2022)

Using individual-based modeling to investigate whether fluctuating resources help to explain the prevalence of sexual reproduction in animal species. - Brian MacPherson; Ryan Scott; Robin Gras (Ecol. Informatics, 2022)

Lottery Ticket Structured Node Pruning for Tabular Datasets. - Ryan Bluteau; Robin Gras; Zachary Innes; Mitchel Paulin (Mach. Learn. Knowl. Extr., 2022)

Attention Visualizer Package: Revealing Word Importance for Deeper Insight into Encoder-Only Transformer Models. - Ala Alam Falaki; Robin Gras (CoRR, 2023)

Lottery Ticket Search on Untrained Models with Applied Lottery Sample Selection. - Ryan Bluteau; Robin Gras (Mach. Learn. Knowl. Extr., 2023)

Efficient Latent Space Compression for Lightning-Fast Fine-Tuning and Inference of Transformer-Based Models. - Ala Alam Falaki; Robin Gras (Mach. Learn. Knowl. Extr., 2023)

Summary Augmenter: A Text Augmentation Framework to Improve Summarization Quality. - Ala Alam Falaki; Robin Gras (Int. J. Artif. Intell. Tools, 2024)