research
Differences
This shows you the differences between two versions of the page.
| Both sides previous revision Previous revision Next revision | Previous revision Next revision Both sides next revision | ||
|
research [2022/01/13 14:38] Denis Pallez [Supervising] |
research [2022/04/27 15:52] Denis Pallez [Evolutionary Algorithms] |
||
|---|---|---|---|
| Line 2: | Line 2: | ||
| I am working on [[http://wang.softcomputing.net/hea1.pdf|hybridization]] of [[Research#evolutionary algorithms|Evolutionary Algorithms]] (EA) in a data mining context. | I am working on [[http://wang.softcomputing.net/hea1.pdf|hybridization]] of [[Research#evolutionary algorithms|Evolutionary Algorithms]] (EA) in a data mining context. | ||
| - | Currently, I am co-supervising Romaric Pighetti with [[http://www.i3s.unice.fr/~precioso|Pr. Precioso]] in the combination of SVM and EA for mining large scale image databases to deal with [[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6496719|Content Based Image Retrieval]]. | + | 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 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... | ||
| Line 13: | Line 13: | ||
| As data mining deals now with [[wp>Big Data]], it is natural to consider EA for optimizing models (neural network, association rules, decision trees or SVM...) produced by a mining or a learning process. They can also be considered for hybridation. | As data mining deals now with [[wp>Big Data]], it is natural to consider EA for optimizing models (neural network, association rules, decision trees or SVM...) produced by a mining or a learning process. They can also be considered for hybridation. | ||
| - | [[http://wires.wiley.com/WileyCDA/WiresArticle/wisId-WIDM1124.html|A recent overview of EAs]] by Thomas Bartz-Beielstein, Jurgen Branke, Jorn Mehnen and Olaf Mersmann in 2014. | + | [[https://doi.org/10.1016/j.swevo.2021.100973|A recent overview of EAs]] by Thomas Bartz-Beielstein, Jurgen Branke, Jorn Mehnen and Olaf Mersmann in 2014. |
| Here is a [[wp>List_of_genetic_algorithm_applications|list of domains where EA have been applied]]. | Here is a [[wp>List_of_genetic_algorithm_applications|list of domains where EA have been applied]]. | ||
| Line 25: | Line 25: | ||
| Industrial Collaborations with | Industrial Collaborations with | ||
| + | * Huawei R&D Sophia for ISP Tuning (2018/11-2019/10) | ||
| * [[https://www.izicap.com|Izicap]] for Data Clustering (2015/03-2015/11) | * [[https://www.izicap.com|Izicap]] for Data Clustering (2015/03-2015/11) | ||
| * [[http://www.full-performance.com|Full Performance]] for web user behaviour modelling and prediction since 2013/09 | * [[http://www.full-performance.com|Full Performance]] for web user behaviour modelling and prediction since 2013/09 | ||
research.txt ยท Last modified: 2023/08/27 15:39 by Denis Pallez
Page Tools
Except where otherwise noted, content on this wiki is licensed under the following license: CC Attribution-Noncommercial-Share Alike 4.0 International
