Programação >> Prof. Dr Ir Joos Vandewalle Palestrante Prof. Dr Ir Joos Vandewalle - Electrical Engineering Department (ESAT), Katholieke Universiteit Leuven. Título Algorithms for biomedical data and signal processing Slide da Apresentação (.pdf) New Resumo Most of the measured data and signals in biomedical applications have a multisensor or a multimodal or a multichannel character and hence occur as matrices or tensors of measured data. The talk will describe various new and old decomposition techniques from linear and multilinear algebra for such matrices and tensors. It will then be shown in some biomedical applications how these decomposition techniques can be used for improving the quality of the medical care or decision process. Biografia Resumida Joos Vandewalle (S'71-M'79-SM'82-F'92) received the Electrical Engineering degree and the Ph.D. degree in engineering from the Katholieke Universiteit Leuven (K.U. Leuven), Belgium, in 1971 and 1976, respectively. From 1976 to 1978, he was Research Associate and from July 1978 to July 1979 he was Visiting Assistant Professor both at the University of California, Berkeley. Since July 1979, he has been with the Department of Electrical Engineering (ESAT) of the K.U. Leuven, where he has been a Full Professor since 1986 and the head of the SCD division at ESAT, which has more than 130 researchers. He held positions as Chairman of the Department of Electrical Engineering and Vice Dean of the Faculty of Engineering there. In the second semester of 2002 2003, he was on sabbatical leave at the I3S laboratory of CNRS, Sophia Antipolis, France. Since February 2005, he has been a member of the Governing Board of Exact Sciences at the K.U. Leuven. He teaches courses in linear algebra, linear and nonlinear system and circuit theory, system identification, and neural networks. His research interests are mainly in mathematical system theory and its applications in circuit theory, control, signal processing, cryptography, and neural networks. His recent research interests are in nonlinear methods (support vector machines, multilinear algebra) for data processing. He has authored or coauthored more than 300 international journal papers in these areas. He is the coauthor of four books and co-editor of five books. Dr. Vandewalle was elected Fellow of the IEEE in 1992 for contributions to nonlinear circuits and systems and in 2006 as Vice-President Technical Activities of the IEEE CAS Society. He is also Fellow of the Institution of Electrical Engineers (IEE), United Kingdom. He is a member of the editorial board of various scientific journals, and program chairman of various conferences. He received several best paper awards and research awards.