Séminaire Donnees et APprentissage Artificiel
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A Survey of Applications and Future Directions of Computational Intelligence
Intervenant(s) : Gary Fogel (Natural Selection, Inc.)Computational intelligence (CI) has a rich history of inspiration from natural systems. While the field continues to grow with new inspiration and methods, application of CI to real-world problems also continues to increase. CI is used on a daily basis in everything from rice cookers to electronic games, by transportation companies and financial analysts, in drug design and diagnostics. While these "non-traditional" methods of decision making accelerate to the marketplace, their acceptance requires and understanding of the advantages and limitations of CI approaches. This survey will introduce the public to CI methods and provide the necessary background to appreciate and understand their current and possible future applications in society.
Gary B. Fogel is Chief Executive Officer of Natural Selection, Inc. in San Diego, California. He received a B.A. in Biology from the University of California, Santa Cruz and a Ph.D. in Biology from the University of California, Los Angeles in 1998. His current research interests are the broad application of computational intelligence approaches to industry, medicine, and defense, focusing mainly on biomedical and chemical applications. He has authored over 100 peer-reviewed publications including the co-edited books Evolutionary Computation in Bioinformatics (Morgan Kauffman, 2003) and Computational Intelligence in Bioinformatics (Wiley-IEEE Press, 2008). He is an IEEE Fellow and serves as Editor-in-Chief of the Elsevier journal BioSystems and has served on the editorial boards of 7 other journals. He currently serves on the Administrative Committee for the IEEE Computational Intelligence Society and will soon receive the 2016 IEEE CIS Meritorious Service Award.
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