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Keyword : support vector machines

A Supervised Classification Approach for Measuring Relational Similarity between Word Pairs Danushka BOLLEGALA Yutaka MATSUO Mitsuru ISHIZUKA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2011/11/01 Vol. E94-D No. 11 pp. 2227-2233 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: relational similarity, supervised classification, support vector machines, word analogies,
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Optimal Gaussian Kernel Parameter Selection for SVM Classifier Xu YANG HuiLin XIONG Xin YANG
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/12/01 Vol. E93-D No. 12 pp. 3352-3358 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: kernel optimization, model selection, kernel parameter selection, support vector machines, pattern recognition,
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A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs Ithipan METHASATE Thanaruk THEERAMUNKONG
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/04/01 Vol. E93-D No. 4 pp. 909-921 Type of Manuscript: PAPER Category: Biocybernetics, Neurocomputing Keyword: support vector machines, multifunction kernel, kernel tree, optimal search, simulated annealing,
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Recent Advances and Trends in Large-Scale Kernel Methods Hisashi KASHIMA Tsuyoshi IDE Tsuyoshi KATO Masashi SUGIYAMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/07/01 Vol. E92-D No. 7 pp. 1338-1353 Type of Manuscript: Special Section PAPER (Special Section on Large Scale Algorithms for Learning and Optimization) Category: INVITED Keyword: kernel methods, support vector machines, kernel trick, low-rank approximation, optimization, structured data,
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Modeling Network Intrusion Detection System Using Feature Selection and Parameters Optimization Dong Seong KIM Jong Sou PARK
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2008/04/01 Vol. E91-D No. 4 pp. 1050-1057 Type of Manuscript: PAPER Category: Application Information Security Keyword: intrusion detection system, genetic algorithm, support vector machines, filter method, random forest, feature selection, parameters optimization, network security,
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CombNET-III with Nonlinear Gating Network and Its Application in Large-Scale Classification Problems Mauricio KUGLER Susumu KUROYANAGI Anto Satriyo NUGROHO Akira IWATA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2008/02/01 Vol. E91-D No. 2 pp. 286-295 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: large-scale classification problems, support vector machines, gating networks, divide-and-conquer,
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Joint Blind Super-Resolution and Shadow Removing Jianping QIAO Ju LIU Yen-Wei CHEN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/12/01 Vol. E90-D No. 12 pp. 2060-2069 Type of Manuscript: PAPER Category: Image Processing and Video Processing Keyword: single-frame super-resolution, support vector machines, vector quantization, hidden Markov model, logarithmic-wavelet transform, shadow removal,
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Word Error Rate Minimization Using an Integrated Confidence Measure Akio KOBAYASHI Kazuo ONOE Shinichi HOMMA Shoei SATO Toru IMAI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/05/01 Vol. E90-D No. 5 pp. 835-843 Type of Manuscript: PAPER Category: Speech and Hearing Keyword: word error rate minimization, maximum entropy, support vector machines, n-best rescoring,
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An Efficient Method for Simplifying Decision Functions of Support Vector Machines Jun GUO Norikazu TAKAHASHI Tetsuo NISHI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2006/10/01 Vol. E89-A No. 10 pp. 2795-2802 Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications) Category: Control, Neural Networks and Learning Keyword: support vector machines, decision function, complexity, span,
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Support Vector Machines Based Generalized Predictive Control of Chaotic Systems Serdar IPLIKCI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2006/10/01 Vol. E89-A No. 10 pp. 2787-2794 Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications) Category: Control, Neural Networks and Learning Keyword: generalized predictive control, support vector machines, chaos control, modeling and prediction,
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CombNET-III: A Support Vector Machine Based Large Scale Classifier with Probabilistic Framework Mauricio KUGLER Susumu KUROYANAGI Anto Satriyo NUGROHO Akira IWATA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2006/09/01 Vol. E89-D No. 9 pp. 2533-2541 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: large scale classification problems, support vector machines, probabilistic framework, divide-and-conquer,
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Adaptive Morse Code Recognition Using Support Vector Machines for Persons with Physical Disabilities Cheng-Hong YANG Li-Yeh CHUANG Cheng-Huei YANG Ching-Hsing LUO
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2006/07/01 Vol. E89-A No. 7 pp. 1995-2002 Type of Manuscript: PAPER Category: Digital Signal Processing Keyword: Morse code, adaptive signal processing, least-mean-square algorithm, support vector machines,
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Training Augmented Models Using SVMs Mark J.F. GALES Martin I. LAYTON
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2006/03/01 Vol. E89-D No. 3 pp. 892-899 Type of Manuscript: Special Section PAPER (Special Section on Statistical Modeling for Speech Processing) Category: INVITED Keyword: speech recognition, hidden Markov models, support vector machines, augmented statistical models,
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Geometrical Properties of Lifting-Up in the Nu Support Vector Machines Kazushi IKEDA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2006/02/01 Vol. E89-D No. 2 pp. 847-852 Type of Manuscript: PAPER Category: Biocybernetics, Neurocomputing Keyword: support vector machines, lifting-up, homogeneous hyperplanes,
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Dialogue Speech Recognition by Combining Hierarchical Topic Classification and Language Model Switching Ian R. LANE Tatsuya KAWAHARA Tomoko MATSUI Satoshi NAKAMURA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2005/03/01 Vol. E88-D No. 3 pp. 446-454 Type of Manuscript: Special Section PAPER (Special Section on Corpus-Based Speech Technologies) Category: Spoken Language Systems Keyword: speech recognition, topic detection, topic-dependent language modeling, support vector machines, multi-domain spoken dialogue,
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Sequential Fusion of Output Coding Methods and Its Application to Face Recognition Jaepil KO Hyeran BYUN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/01/01 Vol. E87-D No. 1 pp. 121-128 Type of Manuscript: Special Section PAPER (Special Section on Machine Vision Applications) Category: Face Keyword: face recognition, output coding method, classifier fusion, support vector machines,
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SVM-Based Multi-Document Summarization Integrating Sentence Extraction with Bunsetsu Elimination Tsutomu HIRAO Kazuhiro TAKEUCHI Hideki ISOZAKI Yutaka SASAKI Eisaku MAEDA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2003/09/01 Vol. E86-D No. 9 pp. 1702-1709 Type of Manuscript: Special Section PAPER (Special Issue on Text Processing for Information Access) Category: Keyword: sentence extraction, bunsetsu elimination, support vector machines,
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