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AI Research
Research progress in Machine Learning.

I started to get interested into Artificial Intelligence (IA) when I begun university. I had the opportunity to learn more about IA and pattern recognition in images during two NSERC training programs. Both theses experiences were realized within the LIVIA, at ETS University.

While studying for the master, I improved my knowledge about learning, prediction and classfication algorithms. I also started to direct my research towards ecological ends, inspired by a collaborative project from the Universite de Montreal's Complex Systems Laboratory

During 2005, I discovered many open projects for machine learning development. I started to use Weka and developed classes for the project. A bit more recently, I found the MLOSS project.

The following table shows my research experience:
Research TypeDirectorLaboratoryStudy
NSERC Undergraduate research training programJacques-Andre Landry and Richard LepageLIVIAAbout lighting and extraction methods for automated recognition in images
NSERC Undergraduate research training programJacques-André LandryLIVIACreation and development of a Genetic Programming prototype
Projet de fin d'étude de premier cycleJacques-André LandryLIVIAÉtude de la performance de la Programmation Génétique
Collaboration with Raphael ProulxLael ParrottComplex Systems LaboratoryPictures for a study on structural complexity in ecosystems
Collaboration with Brice BourgoinJacques-Andre LandryLIVIAPictures, feature extraction and creation of a database for automated classification of cereals
Collaboration with Joel BibeauJacques-Andre LandryLIVIAPictures, feature extraction and creation of a database for automated classification of raisins
Master Thesis under NSERC postgraduate scholarshipJacques-Andre LandryLIVIA"Techniques de l'intelligence artificielle pour la reconnaissance d'objets biologiques dans des images bidimensionnelles" (french)

During my research, I developed algorithms for Genetic Programming, Feature Extraction and produced many Databases, all distributed under open licence. I also contributed to many Scientific writings.

Created by: Yan last modification: Monday 01 of September, 2008[15:06:35 UTC] by Yan