Keyword : SVM


Feature Selection Based on Modified Bat Algorithm
Bin YANG Yuliang LU Kailong ZHU Guozheng YANG Jingwei LIU Haibo YIN 
Publication:   
Publication Date: 2017/08/01
Vol. E100-D  No. 8 ; pp. 1860-1869
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
feature selectionwrapper modelbat algorithmpremature convergenceSVM
 Summary | Full Text:PDF(1.8MB)

New Estimation Method of Pedestrian's Running Out into Road by Using Pressure Sensor and Moving Record for Traffic Safety
Tomotaka WADA Go NAKAGAMI Susumu KAWAI 
Publication:   
Publication Date: 2017/02/01
Vol. E100-A  No. 2 ; pp. 482-490
Type of Manuscript:  Special Section PAPER (Special Section on Intelligent Transport Systems)
Category: 
Keyword: 
ITSGPSP-VCASSestimation of pedestrian's activitySVMpressure sensormoving record
 Summary | Full Text:PDF(6.1MB)

Predicting User Attitude by Using GPS Location Clustering
Rajashree S. SOKASANE Kyungbaek KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/08/01
Vol. E98-D  No. 8 ; pp. 1600-1603
Type of Manuscript:  LETTER
Category: Office Information Systems, e-Business Modeling
Keyword: 
user personalitylocation clusteringfeature extractionattitudeSVM
 Summary | Full Text:PDF(196.6KB)

Multiclass Probabilistic Classification for Support Vector Machines
Ji-Sang BAE Jong-Ok KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/06/01
Vol. E98-D  No. 6 ; pp. 1251-1255
Type of Manuscript:  LETTER
Category: Human-computer Interaction
Keyword: 
multiclass classificationprobabilistic classificationSVMage-group classification
 Summary | Full Text:PDF(1.3MB)

A Similarity-Based Concepts Mapping Method between Ontologies
Jie LIU Linlin QIN Jing GAO Aidong ZHANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/05/01
Vol. E98-D  No. 5 ; pp. 1062-1072
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
ontology mappingsimilarity aggregationSVM
 Summary | Full Text:PDF(1.3MB)

No-Reference Blur Strength Estimation Based on Spectral Analysis of Blurred Images
Hanhoon PARK 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/03/01
Vol. E98-D  No. 3 ; pp. 728-732
Type of Manuscript:  LETTER
Category: Image Processing and Video Processing
Keyword: 
no-referenceblur estimationFourier transformcumulative distribution functionSVM
 Summary | Full Text:PDF(2MB)

Quasi-Linear Support Vector Machine for Nonlinear Classification
Bo ZHOU Benhui CHEN Jinglu HU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/07/01
Vol. E97-A  No. 7 ; pp. 1587-1594
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
SVMkernel compositionnonlinear separation hyperplanemultiple local linear modelsinterpolation
 Summary | Full Text:PDF(981.6KB)

Feature Fusion for Blurring Detection in Image Forensics
BenJuan YANG BenYong LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/06/01
Vol. E97-D  No. 6 ; pp. 1690-1693
Type of Manuscript:  LETTER
Category: Image Processing and Video Processing
Keyword: 
image forensicsblurring detectionfeature fusionPCASVM
 Summary | Full Text:PDF(727.2KB)

An Accurate Packer Identification Method Using Support Vector Machine
Ryoichi ISAWA Tao BAN Shanqing GUO Daisuke INOUE Koji NAKAO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/01/01
Vol. E97-A  No. 1 ; pp. 253-263
Type of Manuscript:  Special Section PAPER (Special Section on Cryptography and Information Security)
Category: Foundations
Keyword: 
malware analysispackunpackmachine learningSVM
 Summary | Full Text:PDF(1.4MB)

Improvement of SVM-Based Speech/Music Classification Using Adaptive Kernel Technique
Chungsoo LIM Joon-Hyuk CHANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/03/01
Vol. E95-D  No. 3 ; pp. 888-891
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
SVMSMVadaptive kernelsigmoid
 Summary | Full Text:PDF(271.7KB)

A Short Introduction to Learning to Rank
Hang LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10 ; pp. 1854-1862
Type of Manuscript:  INVITED PAPER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
learning to rankinformation retrievalnatural language processingSVM
 Summary | Full Text:PDF(311KB)

Study of Prominence Detection Based on Various Phone-Specific Features
Sung Soo KIM Chang Woo HAN Nam Soo KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/08/01
Vol. E93-D  No. 8 ; pp. 2327-2330
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
prominencephone-specificSVMANNAdaboost
 Summary | Full Text:PDF(146.4KB)

Histogram of Template for Pedestrian Detection
Shaopeng TANG Satoshi GOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/07/01
Vol. E93-D  No. 7 ; pp. 1737-1744
Type of Manuscript:  Special Section PAPER (Special Section on Machine Vision and its Applications)
Category: 
Keyword: 
human detectionhistogram of templateSVM
 Summary | Full Text:PDF(894.1KB)

Discriminative Weight Training for Support Vector Machine-Based Speech/Music Classification in 3GPP2 SMV Codec
Sang-Kyun KIM Joon-Hyuk CHANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2010/01/01
Vol. E93-A  No. 1 ; pp. 316-319
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
SVMSMVspeech/music classification algorithmdiscriminative weight training
 Summary | Full Text:PDF(129.3KB)

Multiple Object Category Detection and Localization Using Generative and Discriminative Models
Dipankar DAS Yoshinori KOBAYASHI Yoshinori KUNO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/10/01
Vol. E92-D  No. 10 ; pp. 2112-2121
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
object detection and localizationSVMpLSAmerging featurecontext information
 Summary | Full Text:PDF(1.3MB)

Fusion of Multiple Facial Features for Age Estimation
Li LU Pengfei SHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/09/01
Vol. E92-D  No. 9 ; pp. 1815-1818
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
age estimationGabor wavelets(2D)2PCASVM
 Summary | Full Text:PDF(239.4KB)

Research on Intersession Variability Compensation for MLLR-SVM Speaker Recognition
Shan ZHONG Yuxiang SHAN Liang HE Jia LIU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/08/01
Vol. E92-A  No. 8 ; pp. 1892-1897
Type of Manuscript:  Special Section PAPER (Special Section on Signal Processing)
Category: Speech/Audio
Keyword: 
speaker recognitionintersession variabilityMLLRSVM
 Summary | Full Text:PDF(192.4KB)

Speech/Music Classification Enhancement for 3GPP2 SMV Codec Based on Support Vector Machine
Sang-Kyun KIM Joon-Hyuk CHANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/02/01
Vol. E92-A  No. 2 ; pp. 630-632
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
SVMSMVspeech/music classification algorithm
 Summary | Full Text:PDF(164.3KB)

DTW-Distance Based Kernel for Time Series Data
Hiroyuki NARITA Yasumasa SAWAMURA Akira HAYASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/01/01
Vol. E92-D  No. 1 ; pp. 51-58
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
DTWSDPSVM
 Summary | Full Text:PDF(486KB)

A Support Vector Machine-Based Gender Identification Using Speech Signal
Kye-Hwan LEE Sang-Ick KANG Deok-Hwan KIM Joon-Hyuk CHANG 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2008/10/01
Vol. E91-B  No. 10 ; pp. 3326-3329
Type of Manuscript:  LETTER
Category: Fundamental Theories for Communications
Keyword: 
speech signalgender identificationSVMGMMfundamental frequency
 Summary | Full Text:PDF(169.9KB)

MR-MIL: Manifold Ranking Based Multiple-Instance Learning for Automatic Image Annotation
Yufeng ZHAO Yao ZHAO Zhenfeng ZHU Jeng-Shyang PAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/10/01
Vol. E91-A  No. 10 ; pp. 3088-3089
Type of Manuscript:  LETTER
Category: Image
Keyword: 
automatic image annotationmultiple-instance leaningmanifold rankingSVM
 Summary | Full Text:PDF(363.6KB)

Specific and Class Object Recognition for Service Robots through Autonomous and Interactive Methods
Al MANSUR Yoshinori KUNO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/06/01
Vol. E91-D  No. 6 ; pp. 1793-1803
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
service robotobject recognitionSIFTKPCASVMhuman-robot interaction
 Summary | Full Text:PDF(1.7MB)

A New Approach for Personal Identification Based on dVCG
Jong Shill LEE Baek Hwan CHO Young Joon CHEE In Young KIM Sun I. KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/04/01
Vol. E91-D  No. 4 ; pp. 1201-1205
Type of Manuscript:  LETTER
Category: Application Information Security
Keyword: 
personal identificationECGdVCGDower transformSVM
 Summary | Full Text:PDF(716.1KB)

Segmentation of On-Line Freely Written Japanese Text Using SVM for Improving Text Recognition
Bilan ZHU Masaki NAKAGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/01/01
Vol. E91-D  No. 1 ; pp. 105-113
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
on-line recognitioncharacter recognitionsegmentationSVMwriting constraint
 Summary | Full Text:PDF(348.2KB)

Experimental Study on a Two Phase Method for Biomedical Named Entity Recognition
Seonho KIM Juntae YOON 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/07/01
Vol. E90-D  No. 7 ; pp. 1103-1110
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
information extractionnamed entity recognitiontwo-phase modelMECRFSVMFST
 Summary | Full Text:PDF(976.4KB)

Extracting Protein-Protein Interaction Information from Biomedical Text with SVM
Tomohiro MITSUMORI Masaki MURATA Yasushi FUKUDA Kouichi DOI Hirohumi DOI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/08/01
Vol. E89-D  No. 8 ; pp. 2464-2466
Type of Manuscript:  LETTER
Category: Natural Language Processing
Keyword: 
SVMinformation extractionprotein interaction
 Summary | Full Text:PDF(181KB)

A Multi-Stage Approach to Fast Face Detection
Duy-Dinh LE Shin'ichi SATOH 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/07/01
Vol. E89-D  No. 7 ; pp. 2275-2285
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
fast object detectionface detectionAdaBoostSVMcascaded classifiersHaar waveletmulti-stage classification
 Summary | Full Text:PDF(1.1MB)

Scale-Adaptive Face Detection and Tracking in Real Time with SSR Filters and Support Vector Machine
Shinjiro KAWATO Nobuji TETSUTANI Kenichi HOSAKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/12/01
Vol. E88-D  No. 12 ; pp. 2857-2863
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
faceeyesdetectiontrackingSSR-filterSVM
 Summary | Full Text:PDF(688KB)