Denis PALLEZ

Associate Professor in Computer Science

User Tools

Site Tools

research

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revisionPrevious revision
Next revision		Previous revision
research [2023/06/23 14:30] – [Supervising] Denis Pallezresearch [2024/12/12 08:53] (current) – [Scientific Influence] Denis Pallez
Line 1: Line 1:
 ====== Research ====== ====== Research ======
  
-I am working on [[http://wang.softcomputing.net/hea1.pdf|hybridization]] of [[Research#evolutionary algorithms|Evolutionary Algorithms]] (EA) in a data mining context. +{{VIDEO_PALLEZ_DS4H_low.mp4|My research domain}}
-Currently, I am co-supervising Romain Michelucci with [[http://www.i3s.unice.fr/~comet|Pr. Comet]] +
  
-I also investigated the use and adaptation of Evolutionary Computation (EC) for considering user preferences via Eye-Tracking technology in Interactive EC,  water current prediction in Hydrology, abnormalities detection via NeuroEvolution in flights boarding,  and more recently plant mining and flavors/olfactive receptors relationships (QSAR) in Chemistry...+I am working on [[https://doi.org/10.1007/s11633-022-1317-4|Expensive]] [[Research#evolutionary algorithms|Evolutionary Computation]]. 
 + 
 +I also investigated the use and adaptation of Evolutionary Computation (EC) for considering user preferences via Eye-Tracking technology in Interactive EC,  water current prediction in Hydrology, abnormalities detection via NeuroEvolution in flights boarding, Image Signal Processor tuning, and more recently Gene Regulatory Network parametrization by co-supervising Romain Michelucci with [[http://www.i3s.unice.fr/~comet|Pr. Comet]] 
  
 Before 2007, I was interested by Computer Aided Design, Collaborative Design and Geometric modelling for manufactured products.  Before 2007, I was interested by Computer Aided Design, Collaborative Design and Geometric modelling for manufactured products. 
Line 21: Line 22:
  
 List of [[http://www.macs.hw.ac.uk/~ml355/conference.htm|Evolutionary Computation Conferences]] ordered by upcoming deadlines. List of [[http://www.macs.hw.ac.uk/~ml355/conference.htm|Evolutionary Computation Conferences]] ordered by upcoming deadlines.
 +
 +[[https://ryojitanabe.github.io/ecconf|Statistics of acceptation rates]] of best EC conferences
  
 ===== Projects ===== ===== Projects =====
Line 41: Line 44:
   * Regain Project (before 2000)   * Regain Project (before 2000)
 ===== Scientific Influence ===== ===== Scientific Influence =====
 +  * Member of the [[https://www.csi-ins2i.cnrs.fr/content/membres|Scientific Advisory Board]] of the INS2I institute of the National Research Center (CNRS) (2024-2028)
   * Scientific committee member of a multidisciplinary research group on Olfaction and Flavors [[https://gdro3.wordpress.com/|GDR O3]]   * Scientific committee member of a multidisciplinary research group on Olfaction and Flavors [[https://gdro3.wordpress.com/|GDR O3]]
   * PhD thesis examination committee of Anthony Subasic (2013/09/24) at University of Reims : [[http://www.theses.fr/s86195|Proposal of a methodology for the integration of trade user knowledge in the HCI of information retrieval applications]]   * PhD thesis examination committee of Anthony Subasic (2013/09/24) at University of Reims : [[http://www.theses.fr/s86195|Proposal of a methodology for the integration of trade user knowledge in the HCI of information retrieval applications]]
Line 61: Line 65:
  
 === PhD Students === === PhD Students ===
-  * Romain Michelucci (2021/10/01-??, Ministry of Higher Education and Research allocation) : Identification of Dynamic Parameters for Gene Networks using Bio-inspired computation and Reinforcement Learning+  * Guillaume Grataloup (2023/10, ??), Ministry of Higher Education and Research allocation : Constrained optimization in thresolds identification of Gene Regulatory Networks (GRN).  
 +  * Romain Michelucci (2021/10/01-2024/12, Ministry of Higher Education and Research allocation) : Identification of Dynamic Parameters for Gene Networks using Bio-inspired computation and Reinforcement Learning
   * Romaric Pighetti (2012/12-2016/11, Ministry of Higher Education and Research allocation) : [[https://hal.archives-ouvertes.fr/tel-01478403|A Hybrid Method for Fine Grained Content Based Image Retrieval]]   * Romaric Pighetti (2012/12-2016/11, Ministry of Higher Education and Research allocation) : [[https://hal.archives-ouvertes.fr/tel-01478403|A Hybrid Method for Fine Grained Content Based Image Retrieval]]
   * Kamel Slimani (2003-2006) : multi-agency framework for co-design and data exchange   * Kamel Slimani (2003-2006) : multi-agency framework for co-design and data exchange
 === Master Students === === Master Students ===
-  * Marina Diaz (2022/09-2023/09) : EC Hybridization with MCTS+  * Marina Diaz Uzquiano (2022/09-2023/09) : EC Hybridization with MCTS in a biological context
   * David Neau (2019/04-2019/08) : Reinforcement Learning for Feature Selection with Monte Carlo Tree Search   * David Neau (2019/04-2019/08) : Reinforcement Learning for Feature Selection with Monte Carlo Tree Search
   * FOTSING SIKADIE Gervais Sertilange (2017/09-2018/02) : Identification of key regulators of pancreatic cancer progression with evolutionary algorithms   * FOTSING SIKADIE Gervais Sertilange (2017/09-2018/02) : Identification of key regulators of pancreatic cancer progression with evolutionary algorithms
Line 79: Line 84:
 === Undergraduate Students === === Undergraduate Students ===
  
 +  * Vincent Callegari (3 months in 2023/05) : Cellular GA
   * Smart Password Generator (3 weeks in June 2013) : Ancelin Arnaud, Aliénor Diaz, Olivier Fauvel-Jaeger, Frédéric Guégan   * Smart Password Generator (3 weeks in June 2013) : Ancelin Arnaud, Aliénor Diaz, Olivier Fauvel-Jaeger, Frédéric Guégan
   * [[http://projects.haxx.es/p/genetic-invasion/#!|Genetic Invasion]] (3 weeks in June 2011) : Clément Léger, Côme Bernigaud, Loïc Jean David Arjanen, Romaric Pighetti.   * [[http://projects.haxx.es/p/genetic-invasion/#!|Genetic Invasion]] (3 weeks in June 2011) : Clément Léger, Côme Bernigaud, Loïc Jean David Arjanen, Romaric Pighetti.
   * Webcam based Low-cost Eye-Tracker   * Webcam based Low-cost Eye-Tracker
research.1687530653.txt.gz · Last modified: 2023/06/23 14:30 by Denis Pallez