Keyword : support vector machines


Mean Polynomial Kernel and Its Application to Vector Sequence Recognition
Raissa RELATOR Yoshihiro HIROHASHI Eisuke ITO Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/07/01
Vol. E97-D  No. 7 ; pp. 1855-1863
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
kernel methodssupport vector machinesGrassmann distance and kernelsface recognitionbrain-computer interfacevector sequencebinary classification
 Summary | Full Text:PDF(1MB)

Training Multiple Support Vector Machines for Personalized Web Content Filters
Dung Duc NGUYEN Maike ERDMANN Tomoya TAKEYOSHI Gen HATTORI Kazunori MATSUMOTO Chihiro ONO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/11/01
Vol. E96-D  No. 11 ; pp. 2376-2384
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
support vector machinessequential minimal optimizationtext categorizationWeb content filtering
 Summary | Full Text:PDF(608.2KB)

Utilizing Multiple Data Sources for Localization in Wireless Sensor Networks Based on Support Vector Machines
Prakit JAROENKITTICHAI Ekachai LEELARASMEE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2013/11/01
Vol. E96-A  No. 11 ; pp. 2081-2088
Type of Manuscript:  Special Section PAPER (Special Section on Smart Multimedia & Communication Systems)
Category: Mobile Information Network and Personal Communications
Keyword: 
localizationsupport vector machinesmultiple data sourcesmultiple transmission powermutual information
 Summary | Full Text:PDF(2.3MB)

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 similaritysupervised classificationsupport vector machinesword analogies
 Summary | Full Text:PDF(325KB)

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 optimizationmodel selectionkernel parameter selectionsupport vector machinespattern recognition
 Summary | Full Text:PDF(268.1KB)

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 machinesmultifunction kernelkernel treeoptimal searchsimulated annealing
 Summary | Full Text:PDF(494.8KB)

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 methodssupport vector machineskernel tricklow-rank approximationoptimizationstructured data
 Summary | Full Text:PDF(306.4KB)

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 systemgenetic algorithmsupport vector machinesfilter methodrandom forestfeature selectionparameters optimizationnetwork security
 Summary | Full Text:PDF(589KB)

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 problemssupport vector machinesgating networksdivide-and-conquer
 Summary | Full Text:PDF(533.2KB)

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-resolutionsupport vector machinesvector quantizationhidden Markov modellogarithmic-wavelet transformshadow removal
 Summary | Full Text:PDF(1.1MB)

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 minimizationmaximum entropysupport vector machinesn-best rescoring
 Summary | Full Text:PDF(343.4KB)

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 machinesdecision functioncomplexityspan
 Summary | Full Text:PDF(468.7KB)

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 controlsupport vector machineschaos controlmodeling and prediction
 Summary | Full Text:PDF(355.6KB)

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 problemssupport vector machinesprobabilistic frameworkdivide-and-conquer
 Summary | Full Text:PDF(586.5KB)

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 codeadaptive signal processingleast-mean-square algorithmsupport vector machines
 Summary | Full Text:PDF(657.9KB)

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 recognitionhidden Markov modelssupport vector machinesaugmented statistical models
 Summary | Full Text:PDF(234.9KB)

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 machineslifting-uphomogeneous hyperplanes
 Summary | Full Text:PDF(145KB)

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 recognitiontopic detectiontopic-dependent language modelingsupport vector machinesmulti-domain spoken dialogue
 Summary | Full Text:PDF(577.9KB)

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 recognitionoutput coding methodclassifier fusionsupport vector machines
 Summary | Full Text:PDF(748.7KB)

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 extractionbunsetsu eliminationsupport vector machines
 Summary | Full Text:PDF(857.8KB)