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Support Vector Machines for Pattern Classification

by Abe, Shigeo., Abe, Shigeo.
Published 2010

Table of Contents: “... Vector Machines -- Training Methods -- Kernel-Based Methods Kernel@Kernel-based method -- Feature...”
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AI 2008: Advances in Artificial Intelligence 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 3-5, 2008, Proceedings /

Published 2008

Table of Contents: “... Learning -- Improving Transductive Support Vector Machine by Ensembling -- Kernels Based on Distributions...”
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Computational Intelligence for Knowledge-Based System Design 13th IPMU Conference, Dortmund, Germany, June 28 - July 2, 2010. Proceedings /

Published 2010

Table of Contents: “...Machine Learning and Data Mining -- Towards a Conscious Choice of a Fuzzy Similarity Measure: A...”
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Algorithms in Bioinformatics 8th International Workshop, WABI 2008, Karlsruhe, Germany, September 15-19, 2008, Proceedings /

Published 2008

Table of Contents: “... Microarray Experiments -- NAPX: A Polynomial Time Approximation Scheme for the Noah’s Ark Problem -- Minimum...”
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Intelligent Data Engineering and Automated Learning -- IDEAL 2010 11th International Conference, Paisley, UK, September 1-3, 2010, Proceedings /

Published 2010

Table of Contents: “... Random Fields and Their Application to Intrusion Detection -- Generalized Derivative Based Kernelized...”
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Pattern Recognition 30th DAGM Symposium Munich, Germany, June 10-13, 2008 Proceedings /

Published 2008

Table of Contents: “...Learning and Classification -- MAP-Inference for Highly-Connected Graphs with DC-Programming...”
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Computational Science - ICCS 2007 7th International Conference, Beijing China, May 27-30, 2007, Proceedings, Part I /

Published 2007

Table of Contents: “... Fusion of All-Class and Pairwise-Class Feature Selection -- Regularized Knowledge-Based Kernel Machine...”
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Computational Science - ICCS 2007 7th International Conference, Beijing China, May 27-30, 2007, Proceedings, Part III /

Published 2007

Table of Contents: “... Environment -- Boundary Processing of HHT Using Support Vector Regression Machines -- Water Mine Model...”
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Bioinformatics Research and Applications Fourth International Symposium, ISBRA 2008, Atlanta, GA, USA, May 6-9, 2008, Proceedings /

Published 2008

Table of Contents: “... Quasispecies Assembly Using Network Flows -- A Dynamic Programming Algorithm for De Novo Peptide Sequencing...”
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Bioinformatics Research and Applications Third International Symposium,ISBRA 2007, Atlanta, GA, USA, May 7-10, 2007, Proceedings /

Published 2007

Table of Contents: “... Responsive Genes in 0-Time Normalized Time-Course Microarray Data -- Efficiently Finding the Most...”
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Artificial Neural Networks in Pattern Recognition Second IAPR Workshop, ANNPR 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings /

Published 2006

Table of Contents: “... Programming Support Vector Machines Using Decomposition Techniques -- Multiple Classifier Systems -- Multiple...”
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Combinatorics, Algorithms, Probabilistic and Experimental Methodologies First International Symposium, ESCAPE 2007, Hangzhou, China, April 7-9, 2007, Revised Selected Papers /

Published 2007

Table of Contents: “... Effective Linear Kernelization for Cluster Editing -- CR-precis: A Deterministic Summary Structure...”
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Advances in Intelligent Data Analysis VII 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings /

Published 2007

Table of Contents: “...: A Statistical Approach -- Transductive Reliability Estimation for Kernel Based Classifiers...”
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Intelligent Data Engineering and Automated Learning - IDEAL 2005 6th International Conference, Brisbane, Australia, July 6-8, 2005, Proceedings /

Published 2005

Table of Contents: “... of Connectivity -- Kernel Biased Discriminant Analysis Using Histogram Intersection Kernel for Content-Based Image...”
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Modeling Decisions for Artificial Intelligence 4th International Conference, MDAI 2007, Kitakyushu, Japan, August 16-18, 2007, Proceedings /

Published 2007

Table of Contents: “... -- Kernel Functions Based on Fuzzy Neighborhoods and Agglomerative Clustering -- c-Means Clustering...”
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Advances in Intelligent Data Analysis VI 6th International Symposium on Intelligent Data Analysis, IDA 2005, Madrid, Spain, September 8-10, 2005, Proceedings /

Published 2005

Table of Contents: “... Variables in Bayesian Networks -- Kernel K-Means for Categorical Data -- Using Genetic Algorithms to Improve...”
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Computational Collective Intelligence. Technologies and Applications Second International Conference, ICCCI 2010, Kaohsiung, Taiwan, November 10-12, 2010. Proceedings, Part II /

Published 2010

Table of Contents: “... Oral Training -- A Gene Selection Method for Microarray Data Based on Sampling -- The Similarity...”
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