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T. With-thomson and . Marconi, He later received the Habilitation to Lead Researches in 1995 He has been for nearly 13 years in industry, first with Crouzet-Sextant He spent 1987 with the ISL laboratory He joined in 1997 the Eurecom Institute He is research director with CNRS since 1998, first at laboratory I3S His research interests include High-Order Statistics (HOS), Blind techniques, Statistical Signal and Array Processing, Tensor decompositions, Multi-Way Factor Analysis, Data Mining and its applications to biomedical end environment. Dr. Comon was Associate Editor of the IEEE Transactions on Signal Processing from 1995 to 1998, and a member of the French National Committee of Scientific Research from, Pierre Comon (M87 SM95 F07) graduated in 1982, and received the Doctorate degree He was the coordinator of the European Basic Research Working Group on HOS, ATHOS, from he was a member of the Technical and Scientific Council of the Thomson Group he acted as launching Associate Editor with the IEEE Transactions on Circuits and Systems I, in the area of Blind Techniques. He has also been a member of the editorial board of the Elsevier journal Signal Processing from 2006 to 2011, and member of several IEEE TC. He is presently in the editorial board of SIAM Journal on Matrix Analysis and Applications, 1982.