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Robin Gras
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2020 – today
- 2024
- [j18]Ala Alam Falaki
, Robin Gras:
Summary Augmenter: A Text Augmentation Framework to Improve Summarization Quality. Int. J. Artif. Intell. Tools 33(5): 2450005:1-2450005:18 (2024) - 2023
- [j17]Ryan Bluteau
Lottery Ticket Search on Untrained Models with Applied Lottery Sample Selection. Mach. Learn. Knowl. Extr. 5(2): 400-417 (2023) - [j16]Ala Alam Falaki
Efficient Latent Space Compression for Lightning-Fast Fine-Tuning and Inference of Transformer-Based Models. Mach. Learn. Knowl. Extr. 5(3): 847-867 (2023) - [i1]Ala Alam Falaki, Robin Gras:
Attention Visualizer Package: Revealing Word Importance for Deeper Insight into Encoder-Only Transformer Models. CoRR abs/2308.14850 (2023) - 2022
- [j15]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: 101499 (2022) - [j14]Ryan Bluteau
Lottery Ticket Structured Node Pruning for Tabular Datasets. Mach. Learn. Knowl. Extr. 4(4): 954-967 (2022) - [c26]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: 584-594 - [c25]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: 160-167
2010 – 2019
- 2019
- [j13]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) - [c24]Sourodeep Bhattacharjee, Robin Gras:
Estimation of Distribution using Population Queue based Variational Autoencoders. CEC 2019: 1406-1414 - 2017
- [j12]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: 81-92 (2017) - [j11]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): 1707- (2017) - 2016
- [c23]Ryan Scott, Maryam Karim Pour, Robin Gras:
Ecological effects of cyclically fluctuating resources. SummerSim 2016: 50 - [c22]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: 51 - 2015
- [c21]Morteza Mashayekhi, Robin Gras:
Rule Extraction from Random Forest: the RF+HC Methods. Canadian AI 2015: 223-237 - 2014
- [j10]Morteza Mashayekhi, Brian MacPherson, Robin Gras
A machine learning approach to investigate the reasons behind species extinction. Ecol. Informatics 20: 58-66 (2014) - [j9]Marwa Khater, Dorian Murariu, Robin Gras
Contemporary evolution and genetic change of prey as a response to predator removal. Ecol. Informatics 22: 13-22 (2014) - [c20]Morteza Mahayekhi, Abbas Golestani, Yasaman Majdabadi Farahani, Robin Gras:
n Enhanced Artificial Ecosystem: Investigating Emergence of Ecological Niches. ALIFE 2014: 693-700 - [c19]Ryan Scott, Robin Gras:
Testing the Effects of Speciation and Mutation Rates on Distance-Based Phylogenetic Tree Construction Accuracy Using EcoSim. ALIFE 2014: 719-725 - 2012
- [c18]Ryan Scott, Robin Gras:
Comparing Distance-Based Phylogenetic Tree Construction Methods Using An Individual-Based Ecosystem Simulation, EcoSim. ALIFE 2012 - [c17]Meisam Hosseini Sedehi, Robin Gras, Md Sina:
Prediction of Imminent Species' Extinction in EcoSim. ICAART (1) 2012: 318-323 - [c16]Marwa Khater, Robin Gras
Adaptation and Genomic Evolution in EcoSim. SAB 2012: 219-229 - [c15]Marwa Khater, Elham Salehi, Robin Gras
The Emergence of New Genes in EcoSim and Its Effect on Fitness. SEAL 2012: 52-61 - [c14]Yasaman Majdabadi Farahani, Robin Gras:
Simulating Vaccination Control and Herd Immunity Threshold in EcoDemics. SIMULTECH 2012: 280-288 - 2011
- [c13]Marwa Khater, Elham Salehi, Robin Gras
Correlation between Genetic Diversity and Fitness in a Predator-Prey Ecosystem Simulation. Australasian Conference on Artificial Intelligence 2011: 422-431 - [c12]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: 284-285 - [c11]Elham Salehi, Robin Gras
Efficient EDA for large opimization problems via constraining the search space of models. GECCO (Companion) 2011: 73-74 - 2010
- [j8]Laleh Soltan Ghoraie, Robin Gras
Optimal decoding and minimal length for the non-unique oligonucleotide probe selection problem. Neurocomputing 73(13-15): 2407-2418 (2010) - [j7]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): 2113-2125 (2010) - [j6]Didier Devaurs
Species abundance patterns in an ecosystem simulation studied through Fisher's logseries. Simul. Model. Pract. Theory 18(1): 100-123 (2010) - [c10]Adam Aspinall, Robin Gras
K-Means Clustering as a Speciation Mechanism within an Individual-Based Evolving Predator-Prey Ecosystem Simulation. AMT 2010: 318-329 - [c9]Qin Yang, Elham Salehi, Robin Gras
Using Feature Selection Approaches to Find the Dependent Features. ICAISC (1) 2010: 487-494 - [c8]Qin Yang, Robin Gras
How Dependencies Affect the Capability of Several Feature Selection Approaches to Extract the Key Features. ICMLA 2010: 127-134 - [c7]Elham Salehi, Jayashree Nyayachavadi, Robin Gras:
A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies. FSDM 2010: 22-34
2000 – 2009
- 2009
- [j5]Robin Gras
An Individual-Based Evolving Predator-Prey Ecosystem Simulation Using a Fuzzy Cognitive Map as the Behavior Model. Artif. Life 15(4): 423-463 (2009) - [c6]Laleh Soltan Ghoraie, Robin Gras
Bayesian Optimization Algorithm for the Non-unique Oligonucleotide Probe Selection Problem. PRIB 2009: 365-376 - [p2]Elham Salehi, Jayashree Nyayachavadi, Robin Gras:
Une étude comparative pour la détection de dépendance multiples. Analyse Statistique Implicative 2009: 251-270 - 2008
- [j4]David Hernández, Robin Gras
Neighborhood functions and hill-climbing strategies dedicated to the generalized ungapped local multiple alignment. Eur. J. Oper. Res. 185(3): 1276-1284 (2008) - [j3]Lili Wang, Alioune Ngom, Robin Gras, Luis Rueda:
An Evolutionary Approach to the Non-unique Oligonucleotide Probe Selection Problem. Trans. Comp. Sys. Biology 10: 143-162 (2008) - [c5]Robin Gras
How efficient are genetic algorithms to solve high epistasis deceptive problems? IEEE Congress on Evolutionary Computation 2008: 242-249 - [c4]Lili Wang, Alioune Ngom, Robin Gras
Non-unique oligonucleotide microarray probe selection method based on genetic algorithms. IEEE Congress on Evolutionary Computation 2008: 1004-1010 - [c3]Lili Wang, Alioune Ngom, Robin Gras
Evolution strategy with greedy probe selection heuristics for the non-unique oligonucleotide probe selection problem. CIBCB 2008: 54-61 - 2004
- [j2]David Hernández, Robin Gras
MoDEL: an efficient strategy for ungapped local multiple alignment. Comput. Biol. Chem. 28(2): 119-128 (2004) - [p1]Robin Gras, David Hernández, Patricia Hernandez, Nadine Zangger, Yoan Mescam, Julien Frey, Olivier Martin, Jacques Nicolas, Ron D. Appel:
Cooperative Metaheuristics for Exploring Proteomic Data. Artificial Intelligence Methods And Tools For Systems Biology 2004: 87-106 - 2003
- [j1]Robin Gras
Cooperative Metaheuristics for Exploring Proteomic Data. Artif. Intell. Rev. 20(1-2): 95-120 (2003) - [c2]Julien Frey, Robin Gras, Patricia Hernandez, Ron D. Appel:
A Hierarchical Model of Parallel Genetic Programming Applied to Bioinformatic Problems. PPAM 2003: 1146-1153 - 2002
- [c1]Régis Gras, Fabrice Guillet, Robin Gras, Jacques Philippe:
Réduction des colonnes d'un tableau de données par quasi-équivalence entre variables. EGC 2002: 197-202
Coauthor Index
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