Robin Gras

48 papers B 3C 7Misc 1Journal 20Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Genetic-Based Lottery Ticket Pruning for Transformers in Sentiment Classification: Realized Through Lottery Sample Selection.
Algorithms
Ryan Bluteau, Robin Gras, Gabriel Peralta
2024 J jnl
Summary Augmenter: A Text Augmentation Framework to Improve Summarization Quality.
Int. J. Artif. Intell. Tools
Ala Alam Falaki, Robin Gras
2023 J jnl
Attention Visualizer Package: Revealing Word Importance for Deeper Insight into Encoder-Only Transformer Models.
CoRR
Ala Alam Falaki, Robin Gras
2023 J jnl
Efficient Latent Space Compression for Lightning-Fast Fine-Tuning and Inference of Transformer-Based Models.
Mach. Learn. Knowl. Extr.
Ala Alam Falaki, Robin Gras
2023 J jnl
Lottery Ticket Search on Untrained Models with Applied Lottery Sample Selection.
Mach. Learn. Knowl. Extr.
Ryan Bluteau, Robin Gras
2022 C conf
A Robust Approach to Fine-tune Pre-trained Transformer-based models for Text Summarization through Latent Space Compression.
ICMLA
Ala Alam Falaki, Robin Gras
2022 — conf
Data-Mining with Three Genome-Scale Approaches Supports that Lungfish is the Closest Living Relative of Land Vertebrate, but not Coelacanth.
CSCI
Yunfeng Shan, Guo Li, Xiu-Qing Li, Robin Gras, Youjun Zhou
2022 J jnl
Lottery Ticket Structured Node Pruning for Tabular Datasets.
Mach. Learn. Knowl. Extr.
Ryan Bluteau, Robin Gras, Zachary Innes, Mitchel Paulin
2022 J jnl
Using individual-based modeling to investigate whether fluctuating resources help to explain the prevalence of sexual reproduction in animal species.
Ecol. Informatics
Brian MacPherson, Ryan Scott, Robin Gras
2019 J jnl
Animal communication of fear and safety related to foraging behavior and fitness: An individual-based modeling approach.
Ecol. Informatics
Sourodeep Bhattacharjee, Brian MacPherson, Ranxiao Frances Wang, Robin Gras
2019 B conf
Estimation of Distribution using Population Queue based Variational Autoencoders.
CEC
Sourodeep Bhattacharjee, Robin Gras
2017 J jnl
Exploring the connection between emergent animal personality and fitness using a novel individual-based model and decision tree approach.
Ecol. Informatics
Brian MacPherson, Morteza Mashayekhi, Robin Gras, Ryan Scott
2017 J jnl
Rule Extraction from Decision Trees Ensembles: New Algorithms Based on Heuristic Search and Sparse Group Lasso Methods.
Int. J. Inf. Technol. Decis. Mak.
Morteza Mashayekhi, Robin Gras
2016 — conf
Ecological effects of cyclically fluctuating resources.
SummerSim
Ryan Scott, Maryam Karim Pour, Robin Gras
2016 — conf
Population modelling by examples ii.
SummerSim
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, Nieko Punt, William Jusko, Lucas Brotz, Ayaz Hyder
2015 — conf
Rule Extraction from Random Forest: the RF+HC Methods.
Canadian AI
Morteza Mashayekhi, Robin Gras
2014 J jnl
A machine learning approach to investigate the reasons behind species extinction.
Ecol. Informatics
Morteza Mashayekhi, Brian MacPherson, Robin Gras
2014 J jnl
Contemporary evolution and genetic change of prey as a response to predator removal.
Ecol. Informatics
Marwa Khater, Dorian Murariu, Robin Gras
2014 C conf
Testing the Effects of Speciation and Mutation Rates on Distance-Based Phylogenetic Tree Construction Accuracy Using EcoSim.
ALIFE
Ryan Scott, Robin Gras
2014 C conf
n Enhanced Artificial Ecosystem: Investigating Emergence of Ecological Niches.
ALIFE
Morteza Mahayekhi, Abbas Golestani, Yasaman Majdabadi Farahani, Robin Gras
2012 — conf
Adaptation and Genomic Evolution in EcoSim.
SAB
Marwa Khater, Robin Gras
2012 C conf
Comparing Distance-Based Phylogenetic Tree Construction Methods Using An Individual-Based Ecosystem Simulation, EcoSim.
ALIFE
Ryan Scott, Robin Gras
2012 — conf
Prediction of Imminent Species' Extinction in EcoSim.
ICAART (1)
Meisam Hosseini Sedehi, Robin Gras, Md Sina
2012 C conf
Simulating Vaccination Control and Herd Immunity Threshold in EcoDemics.
SIMULTECH
Yasaman Majdabadi Farahani, Robin Gras
2012 — conf
The Emergence of New Genes in EcoSim and Its Effect on Fitness.
SEAL
Marwa Khater, Elham Salehi, Robin Gras
2011 — conf
Correlation between Genetic Diversity and Fitness in a Predator-Prey Ecosystem Simulation.
Australasian Conference on Artificial Intelligence
Marwa Khater, Elham Salehi, Robin Gras
2011 — conf
EcoSim: an individual-based platform for studying evolution.
ECAL
Robin Gras, Abbas Golestani, Meisam Hosseini Sedehi, Marwa Khater, Yasaman Majdabadi Farahani, Morteza Mashayekhi, Sina Md Ibne, Elham Salehi, Ryan Scott
2011 — conf
Efficient EDA for large opimization problems via constraining the search space of models.
GECCO (Companion)
Elham Salehi, Robin Gras
2010 — conf
A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies.
FSDM
Elham Salehi, Jayashree Nyayachavadi, Robin Gras
2010 C conf
How Dependencies Affect the Capability of Several Feature Selection Approaches to Extract the Key Features.
ICMLA
Qin Yang, Robin Gras
2010 — conf
K-Means Clustering as a Speciation Mechanism within an Individual-Based Evolving Predator-Prey Ecosystem Simulation.
AMT
Adam Aspinall, Robin Gras
2010 J jnl
Optimal decoding and minimal length for the non-unique oligonucleotide probe selection problem.
Neurocomputing
Laleh Soltan Ghoraie, Robin Gras, Lili Wang, Alioune Ngom
2010 J jnl
Selection based heuristics for the non-unique oligonucleotide probe selection problem in microarray design.
Pattern Recognit. Lett.
Alioune Ngom, Luis Rueda, Lili Wang, Robin Gras
2010 J jnl
Species abundance patterns in an ecosystem simulation studied through Fisher's logseries.
Simul. Model. Pract. Theory
Didier Devaurs, Robin Gras
2010 — conf
Using Feature Selection Approaches to Find the Dependent Features.
ICAISC (1)
Qin Yang, Elham Salehi, Robin Gras
2009 J jnl
An Individual-Based Evolving Predator-Prey Ecosystem Simulation Using a Fuzzy Cognitive Map as the Behavior Model.
Artif. Life
Robin Gras, Didier Devaurs, Adrianna Wozniak, Adam Aspinall
2009 — conf
Bayesian Optimization Algorithm for the Non-unique Oligonucleotide Probe Selection Problem.
PRIB
Laleh Soltan Ghoraie, Robin Gras, Lili Wang, Alioune Ngom
2009 — ch.
Une étude comparative pour la détection de dépendance multiples.
Analyse Statistique Implicative
Elham Salehi, Jayashree Nyayachavadi, Robin Gras
2008 J jnl
An Evolutionary Approach to the Non-unique Oligonucleotide Probe Selection Problem.
Trans. Comp. Sys. Biology
Lili Wang, Alioune Ngom, Robin Gras, Luis Rueda
2008 C conf
Evolution strategy with greedy probe selection heuristics for the non-unique oligonucleotide probe selection problem.
CIBCB
Lili Wang, Alioune Ngom, Robin Gras, Luis Rueda
2008 B conf
How efficient are genetic algorithms to solve high epistasis deceptive problems?
IEEE Congress on Evolutionary Computation
Robin Gras
2008 J jnl
Neighborhood functions and hill-climbing strategies dedicated to the generalized ungapped local multiple alignment.
Eur. J. Oper. Res.
David Hernández, Robin Gras, Ron D. Appel
2008 B conf
Non-unique oligonucleotide microarray probe selection method based on genetic algorithms.
IEEE Congress on Evolutionary Computation
Lili Wang, Alioune Ngom, Robin Gras
2004 — ch.
Cooperative Metaheuristics for Exploring Proteomic Data.
Artificial Intelligence Methods And Tools For Systems Biology
Robin Gras, David Hernández, Patricia Hernandez, Nadine Zangger, Yoan Mescam, Julien Frey, Olivier Martin, Jacques Nicolas, Ron D. Appel
2004 J jnl
MoDEL: an efficient strategy for ungapped local multiple alignment.
Comput. Biol. Chem.
David Hernández, Robin Gras, Ron D. Appel
2003 Misc conf
A Hierarchical Model of Parallel Genetic Programming Applied to Bioinformatic Problems.
PPAM
Julien Frey, Robin Gras, Patricia Hernandez, Ron D. Appel
2003 J jnl
Cooperative Metaheuristics for Exploring Proteomic Data.
Artif. Intell. Rev.
Robin Gras, David Hernández, Patricia Hernandez, Nadine Zangger, Yoann Mescam, Julien Frey, Olivier Martin, Jacques Nicolas, Ron D. Appel
2002 — conf
Réduction des colonnes d'un tableau de données par quasi-équivalence entre variables.
EGC
Régis Gras, Fabrice Guillet, Robin Gras, Jacques Philippe