CFPFrom: Chih-Jen Lin Date: Thu, 25 Oct 2001 18:23:34 +0800 Subject: Neurocomputing Spec. issue on Support Vector Machines, deadline Feb 28, 2002 CALL FOR PAPERS: special issue on SVM NEUROCOMPUTING An International Journal published by Elsevier Science B.V., vol. 42-47, 24 issues, in 2002 ISNN 0925-2312, URL: http://www.elsevier.nl/locate/neucom Special Issue on Support Vector Machines Paper Submission Deadline: February 28, 2002 Further information: http://www.csie.ntu.edu.tw/~cjlin/svmcfp.html Support Vector Machines is an intensive area of research closely related to statistical learning theory with numerous applications. The basic form of the corresponding learning algorithm can be shown to correspond to a linear model used in a high-dimensional space non-linearly related to input space. A key advantage is the low-complexity of the operations performed by using kernels in the input space. The construction of the high-dimensional space is based a subset of the original input data, the so called support vectors. The corresponding quadratic programming problem in simulative environments is solved using different optimization techniques. Their strong performance in applications has increased the interest in this approach with areas of application research including pattern recognition, computer vision, and biomedical analysis. The Neurocomputing journal invites original contributions for the forthcoming special issue on Support Vector Machines from a broad scope of areas. Some topics relevant to this special issue include, but are not restricted to: -- Theoretical foundations, algorithms, and implementations -- Model selection and hyperparameter tuning -- Choosing kernels for special situations -- Probabilistic treatment of SVMs -- SVM methods for large scale problems -- Benchmarking SVMs against other methods -- Feature selection for SVMs -- Key applications including, but not restricted to data mining, bioinformatics, text categorization, machine vision, etc. Please send two hardcopies of the manuscript before February 28, 2002 to: V. David Sanchez A., Neurocomputing - Editor in Chief - Advanced Computational Intelligent Systems P.O. Box 60130, Pasadena, CA 91116-6130, U.S.A. Street address: 1149 Wotkyns Drive Pasadena, CA 91103, U.S.A. Fax: +1-626-793-5120 Email: vdavidsanchez@earthlink.net including abstract, keywords, a cover page containing the title and author names, corresponding author name's complete address including telephone, fax, and email address, and clear indication to be a submission to the Special Issue on Support Vector Machines. Guest Editors Colin Campbell Department of Engineering Mathematics Bristol University, Bristol BS8 1TR United Kingdom Phone: (+44) (0) 117 928 9858 Fax: (+44) (0)117-925-1154 Email: C.Campbell@bristol.ac.uk Chih-Jen Lin Department of Computer Science and Information Engineering National Taiwan University Taipei, Taiwan, 106 Phone: (+886) 2-2362-5336 x 413 Fax: (+886) 2-2362-8167 Email: cjlin@csie.ntu.edu.tw S. Sathiya Keerthi Department of Mechanical Engineering National University of Singapore 10 KentRidge Crescent Singapore 119260 Republic of Singapore Phone: (+65) 874-4684 Fax: (+65) 779-1459 Email: mpessk@guppy.mpe.nus.edu.sg V. David Sanchez A., Neurocomputing - Editor in Chief - Advanced Computational Intelligent Systems P.O. Box 60130 Pasadena, CA 91116-6130 U.S.A. Fax: +1-626-793-5120 Email: vdavidsanchez@earthlink.net |
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