Robin Gras

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 13

Top Topics

Text Summarization

Foraging Behavior

Rule Extraction

Top Venues

Ecol. Informatics

Mach. Learn. Knowl. Extr.

Publications

Ala Alam Falaki, Robin Gras
Attention Visualizer Package: Revealing Word Importance for Deeper Insight into Encoder-Only Transformer Models. CoRR (2023)
Ala Alam Falaki, Robin Gras
Efficient Latent Space Compression for Lightning-Fast Fine-Tuning and Inference of Transformer-Based Models. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Ryan Bluteau, Robin Gras
Lottery Ticket Search on Untrained Models with Applied Lottery Sample Selection. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Brian MacPherson, Ryan Scott, Robin Gras
Using individual-based modeling to investigate whether fluctuating resources help to explain the prevalence of sexual reproduction in animal species. Ecol. Informatics 68 (2022)
Ala Alam Falaki, Robin Gras
A Robust Approach to Fine-tune Pre-trained Transformer-based models for Text Summarization through Latent Space Compression. ICMLA (2022)
Ryan Bluteau, Robin Gras, Zachary Innes, Mitchel Paulin
Lottery Ticket Structured Node Pruning for Tabular Datasets. Mach. Learn. Knowl. Extr. 4 (4) (2022)
Yunfeng Shan, Guo Li, Xiu-Qing Li, Robin Gras, Youjun Zhou
Data-Mining with Three Genome-Scale Approaches Supports that Lungfish is the Closest Living Relative of Land Vertebrate, but not Coelacanth. CSCI (2022)
Sourodeep Bhattacharjee, Robin Gras
Estimation of Distribution using Population Queue based Variational Autoencoders. CEC (2019)
Sourodeep Bhattacharjee, Brian MacPherson, Ranxiao Frances Wang, Robin Gras
Animal communication of fear and safety related to foraging behavior and fitness: An individual-based modeling approach. Ecol. Informatics 54 (2019)
Brian MacPherson, Morteza Mashayekhi, Robin Gras, Ryan Scott
Exploring the connection between emergent animal personality and fitness using a novel individual-based model and decision tree approach. Ecol. Informatics 40 (2017)
Morteza Mashayekhi, Robin Gras
Rule Extraction from Decision Trees Ensembles: New Algorithms Based on Heuristic Search and Sparse Group Lasso Methods. Int. J. Inf. Technol. Decis. Mak. 16 (6) (2017)
Ryan Scott, Maryam Karim Pour, Robin Gras
Ecological effects of cyclically fluctuating resources. SummerSim (2016)
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
Population modelling by examples ii. SummerSim (2016)
Morteza Mashayekhi, Robin Gras
Rule Extraction from Random Forest: the RF+HC Methods. Canadian Conference on AI (2015)
Ryan Scott, Robin Gras
Testing the Effects of Speciation and Mutation Rates on Distance-Based Phylogenetic Tree Construction Accuracy Using EcoSim. ALIFE (2014)
Morteza Mahayekhi, Abbas Golestani, Yasaman Majdabadi Farahani, Robin Gras
n Enhanced Artificial Ecosystem: Investigating Emergence of Ecological Niches. ALIFE (2014)
Morteza Mashayekhi, Brian MacPherson, Robin Gras
A machine learning approach to investigate the reasons behind species extinction. Ecol. Informatics 20 (2014)
Marwa Khater, Dorian Murariu, Robin Gras
Contemporary evolution and genetic change of prey as a response to predator removal. Ecol. Informatics 22 (2014)
Ryan Scott, Robin Gras
Comparing Distance-Based Phylogenetic Tree Construction Methods Using An Individual-Based Ecosystem Simulation, EcoSim. ALIFE (2012)
Meisam Hosseini Sedehi, Robin Gras, Md Sina
Prediction of Imminent Species' Extinction in EcoSim. ICAART (1) (2012)
Yasaman Majdabadi Farahani, Robin Gras
Simulating Vaccination Control and Herd Immunity Threshold in EcoDemics. SIMULTECH (2012)
Marwa Khater, Elham Salehi, Robin Gras
The Emergence of New Genes in EcoSim and Its Effect on Fitness. SEAL (2012)
Marwa Khater, Robin Gras
Adaptation and Genomic Evolution in EcoSim. SAB (2012)
Robin Gras, Abbas Golestani, Meisam Hosseini Sedehi, Marwa Khater, Yasaman Majdabadi Farahani, Morteza Mashayekhi, Sina Md Ibne, Elham Salehi, Ryan Scott
EcoSim: an individual-based platform for studying evolution. ECAL (2011)
Marwa Khater, Elham Salehi, Robin Gras
Correlation between Genetic Diversity and Fitness in a Predator-Prey Ecosystem Simulation. Australasian Conference on Artificial Intelligence (2011)
Elham Salehi, Robin Gras
Efficient EDA for large opimization problems via constraining the search space of models. GECCO (Companion) (2011)
Alioune Ngom, Luis Rueda, Lili Wang, Robin Gras
Selection based heuristics for the non-unique oligonucleotide probe selection problem in microarray design. Pattern Recognit. Lett. 31 (14) (2010)
Elham Salehi, Jayashree Nyayachavadi, Robin Gras
A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies. FSDM (2010)
Adam Aspinall, Robin Gras
K-Means Clustering as a Speciation Mechanism within an Individual-Based Evolving Predator-Prey Ecosystem Simulation. AMT (2010)
Qin Yang, Robin Gras
How Dependencies Affect the Capability of Several Feature Selection Approaches to Extract the Key Features. ICMLA (2010)
Qin Yang, Elham Salehi, Robin Gras
Using Feature Selection Approaches to Find the Dependent Features. ICAISC (1) (2010)
Didier Devaurs, Robin Gras
Species abundance patterns in an ecosystem simulation studied through Fisher's logseries. Simul. Model. Pract. Theory 18 (1) (2010)
Laleh Soltan Ghoraie, Robin Gras, Lili Wang, Alioune Ngom
Optimal decoding and minimal length for the non-unique oligonucleotide probe selection problem. Neurocomputing 73 (13-15) (2010)
Robin Gras, Didier Devaurs, Adrianna Wozniak, Adam Aspinall
An Individual-Based Evolving Predator-Prey Ecosystem Simulation Using a Fuzzy Cognitive Map as the Behavior Model. Artif. Life 15 (4) (2009)
Laleh Soltan Ghoraie, Robin Gras, Lili Wang, Alioune Ngom
Bayesian Optimization Algorithm for the Non-unique Oligonucleotide Probe Selection Problem. PRIB (2009)
Robin Gras
How efficient are genetic algorithms to solve high epistasis deceptive problems? IEEE Congress on Evolutionary Computation (2008)
David Hernández, Robin Gras, Ron D. Appel
Neighborhood functions and hill-climbing strategies dedicated to the generalized ungapped local multiple alignment. Eur. J. Oper. Res. 185 (3) (2008)
Lili Wang, Alioune Ngom, Robin Gras
Non-unique oligonucleotide microarray probe selection method based on genetic algorithms. IEEE Congress on Evolutionary Computation (2008)
Lili Wang, Alioune Ngom, Robin Gras, Luis Rueda
Evolution strategy with greedy probe selection heuristics for the non-unique oligonucleotide probe selection problem. CIBCB (2008)
Lili Wang, Alioune Ngom, Robin Gras, Luis Rueda
An Evolutionary Approach to the Non-unique Oligonucleotide Probe Selection Problem. Trans. Comp. Sys. Biology 10 (2008)
David Hernández, Robin Gras, Ron D. Appel
MoDEL: an efficient strategy for ungapped local multiple alignment. Comput. Biol. Chem. 28 (2) (2004)
Robin Gras, David Hernández, Patricia Hernandez, Nadine Zangger, Yoann Mescam, Julien Frey, Olivier Martin, Jacques Nicolas, Ron D. Appel
Cooperative Metaheuristics for Exploring Proteomic Data. Artif. Intell. Rev. 20 (1-2) (2003)
Julien Frey, Robin Gras, Patricia Hernandez, Ron D. Appel
A Hierarchical Model of Parallel Genetic Programming Applied to Bioinformatic Problems. PPAM (2003)
Régis Gras, Fabrice Guillet, Robin Gras, Jacques Philippe
Réduction des colonnes d'un tableau de données par quasi-équivalence entre variables. EGC (2002)