IEICE Trans

Keyword : support vector machine

SVM Based Intrusion Detection Method with Nonlinear Scaling and Feature Selection Fei ZHANG Peining ZHEN Dishan JING Xiaotang TANG Hai-Bao CHEN Jie YAN
Publication: Publication Date: 2022/05/01 Vol. E105-D No. 5 ; pp. 1024-1038 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: IoT, support vector machine, principal component analysis, intrusion detection,
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A Hardware Implementation on Customizable Embedded DSP Core for Colorectal Tumor Classification with Endoscopic Video toward Real-Time Computer-Aided Diagnosais System Masayuki ODAGAWA Takumi OKAMOTO Tetsushi KOIDE Toru TAMAKI Bisser RAYTCHEV Kazufumi KANEDA Shigeto YOSHIDA Hiroshi MIENO Shinji TANAKA Takayuki SUGAWARA Hiroshi TOISHI Masayuki TSUJI Nobuo TAMBA
Publication: Publication Date: 2021/04/01 Vol. E104-A No. 4 ; pp. 691-701 Type of Manuscript: PAPER Category: VLSI Design Technology and CAD Keyword: computer-aided diagnosis system, convolutional neural network, support vector machine, customizable embedded DSP, hardware prototyping,
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Fuzzy Output Support Vector Machine Based Incident Ticket Classification Libo YANG
Publication: Publication Date: 2021/01/01 Vol. E104-D No. 1 ; pp. 146-151 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: incident ticket classification, support vector machine, multi-class classification, fuzzy membership function,
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A Privacy-Preserving Machine Learning Scheme Using EtC Images Ayana KAWAMURA Yuma KINOSHITA Takayuki NAKACHI Sayaka SHIOTA Hitoshi KIYA
Publication: Publication Date: 2020/12/01 Vol. E103-A No. 12 ; pp. 1571-1578 Type of Manuscript: Special Section PAPER (Special Section on Smart Multimedia & Communication Systems) Category: Cryptography and Information Security Keyword: support vector machine, random forests, machine learning, encryption-then-compression, privacy-preserving,
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Privacy-Preserving Support Vector Machine Computing Using Random Unitary Transformation Takahiro MAEKAWA Ayana KAWAMURA Takayuki NAKACHI Hitoshi KIYA
Publication: Publication Date: 2019/12/01 Vol. E102-A No. 12 ; pp. 1849-1855 Type of Manuscript: Special Section PAPER (Special Section on Smart Multimedia & Communication Systems) Category: Image Keyword: support vector machine, privacy-preserving, random unitary transformation,
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HOAH: A Hybrid TCP Throughput Prediction with Autoregressive Model and Hidden Markov Model for Mobile Networks Bo WEI Kenji KANAI Wataru KAWAKAMI Jiro KATTO
Publication: Publication Date: 2018/07/01 Vol. E101-B No. 7 ; pp. 1612-1624 Type of Manuscript: Special Section PAPER (Special Section on Communication Quality in Wireless Networks) Category: Keyword: throughput prediction, Autoregressive Model, Hidden Markov Model, mobile networks, support vector machine,
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Extraction and Recognition of Shoe Logos with a Wide Variety of Appearance Using Two-Stage Classifiers Kazunori AOKI Wataru OHYAMA Tetsushi WAKABAYASHI
Publication: Publication Date: 2018/05/01 Vol. E101-D No. 5 ; pp. 1325-1332 Type of Manuscript: Special Section PAPER (Special Section on Machine Vision and its Applications) Category: Machine Vision and its Applications Keyword: logo extraction, logo recognition, maximally stable extremal regions, gradient histogram features, support vector machine,
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An Extreme Learning Machine Architecture Based on Volterra Filtering and PCA Li CHEN Ling YANG Juan DU Chao SUN Shenglei DU Haipeng XI
Publication: Publication Date: 2017/11/01 Vol. E100-D No. 11 ; pp. 2690-2701 Type of Manuscript: PAPER Category: Information Network Keyword: extreme learning machines, Volterra filter, principal component analysis, unsupervised equalization, support vector machine,
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Personalized Movie Recommendation System Based on Support Vector Machine and Improved Particle Swarm Optimization Xibin WANG Fengji LUO Chunyan SANG Jun ZENG Sachio HIROKAWA
Publication: Publication Date: 2017/02/01 Vol. E100-D No. 2 ; pp. 285-293 Type of Manuscript: PAPER Category: Data Engineering, Web Information Systems Keyword: personalized recommendation, support vector machine, particle swarm optimization, service computing,
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A Deep Neural Network Based Quasi-Linear Kernel for Support Vector Machines Weite LI Bo ZHOU Benhui CHEN Jinglu HU
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2016/12/01 Vol. E99-A No. 12 ; pp. 2558-2565 Type of Manuscript: PAPER Category: Neural Networks and Bioengineering Keyword: deep neural network, support vector machine, data-dependent kernel, multilayer gated bilinear classifier,
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Optimum Nonlinear Discriminant Analysis and Discriminant Kernel Support Vector Machine Akinori HIDAKA Takio KURITA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/11/01 Vol. E99-D No. 11 ; pp. 2734-2744 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: discriminant analysis, nonlinear discriminant analysis, kernel method, support vector machine, discriminant kernel,
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Spoken Term Detection Using SVM-Based Classifier Trained with Pre-Indexed Keywords Kentaro DOMOTO Takehito UTSURO Naoki SAWADA Hiromitsu NISHIZAKI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/10/01 Vol. E99-D No. 10 ; pp. 2528-2538 Type of Manuscript: Special Section PAPER (Special Section on Recent Advances in Machine Learning for Spoken Language Processing) Category: Spoken term detection Keyword: decision process, pre-indexing, spoken term detection, support vector machine, verification,
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A Salient Feature Extraction Algorithm for Speech Emotion Recognition Ruiyu LIANG Huawei TAO Guichen TANG Qingyun WANG Li ZHAO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2015/09/01 Vol. E98-D No. 9 ; pp. 1715-1718 Type of Manuscript: LETTER Category: Speech and Hearing Keyword: speech emotion recognition, spectrogram, selective attention, support vector machine,
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Human Detection Method Based on Non-Redundant Gradient Semantic Local Binary Patterns Jiu XU Ning JIANG Wenxin YU Heming SUN Satoshi GOTO
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2015/08/01 Vol. E98-A No. 8 ; pp. 1735-1742 Type of Manuscript: Special Section PAPER (Special Section on Image Media Quality) Category: Keyword: human detection, feature extraction, Non-Redundant Gradient Semantic Local Binary Patterns, support vector machine,
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Automatic Detection of the Carotid Artery Location from Volumetric Ultrasound Images Using Anatomical Position-Dependent LBP Features Fumi KAWAI Satoshi KONDO Keisuke HAYATA Jun OHMIYA Kiyoko ISHIKAWA Masahiro YAMAMOTO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2015/07/01 Vol. E98-D No. 7 ; pp. 1353-1364 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: ultrasound, carotid artery, detection, support vector machine, local binary patterns,
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Backchannel Prediction for Mandarin Human-Computer Interaction Xia MAO Yiping PENG Yuli XUE Na LUO Alberto ROVETTA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2015/06/01 Vol. E98-D No. 6 ; pp. 1228-1237 Type of Manuscript: PAPER Category: Human-computer Interaction Keyword: human-computer interaction, virtual agent, backchannel, Mandarin, support vector machine,
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Predicting Vectorization Profitability Using Binary Classification Antoine TROUVÉ Arnaldo J. CRUZ Dhouha BEN BRAHIM Hiroki FUKUYAMA Kazuaki J. MURAKAMI Hadrien CLARKE Masaki ARAI Tadashi NAKAHIRA Eiji YAMANAKA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/12/01 Vol. E97-D No. 12 ; pp. 3124-3132 Type of Manuscript: PAPER Category: Software System Keyword: machine learning, support vector machine, automatic vectorization, software characteristics,
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A Novel Technique for Duplicate Detection and Classification of Bug Reports Tao ZHANG Byungjeong LEE
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/07/01 Vol. E97-D No. 7 ; pp. 1756-1768 Type of Manuscript: PAPER Category: Software Engineering Keyword: bug report classification, concept profile, duplicate detection, support vector machine, software maintenance,
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Multiple Kernel Learning for Quadratically Constrained MAP Classification Yoshikazu WASHIZAWA Tatsuya YOKOTA Yukihiko YAMASHITA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/05/01 Vol. E97-D No. 5 ; pp. 1340-1344 Type of Manuscript: LETTER Category: Fundamentals of Information Systems Keyword: quadratically constrained MAP, multiple kernel learning, support vector machine, Bayes classification rule,
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A Novel Pedestrian Detector on Low-Resolution Images: Gradient LBP Using Patterns of Oriented Edges Ahmed BOUDISSA Joo Kooi TAN Hyoungseop KIM Takashi SHINOMIYA Seiji ISHIKAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2013/12/01 Vol. E96-D No. 12 ; pp. 2882-2887 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: local binary patterns, pedestrian detection, object recognition, support vector machine,
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A Practical and Optimal Path Planning for Autonomous Parking Using Fast Marching Algorithm and Support Vector Machine Quoc Huy DO Seiichi MITA Keisuke YONEDA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2013/12/01 Vol. E96-D No. 12 ; pp. 2795-2804 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: path planning, autonomous parking, fast marching, support vector machine,
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Bidirectional Local Template Patterns: An Effective and Discriminative Feature for Pedestrian Detection Jiu XU Ning JIANG Satoshi GOTO
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2013/06/01 Vol. E96-A No. 6 ; pp. 1204-1213 Type of Manuscript: Special Section PAPER (Special Section on Circuit, System, and Computer Technologies) Category: Keyword: pedestrian detection, feature extraction, bidirectional local template patterns, support vector machine,
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Link Analysis Based on Rhetorical Relations for Multi-Document Summarization Nik Adilah Hanin BINTI ZAHRI Fumiyo FUKUMOTO Suguru MATSUYOSHI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2013/05/01 Vol. E96-D No. 5 ; pp. 1182-1191 Type of Manuscript: PAPER Category: Natural Language Processing Keyword: probability model, N-grams, link-based analysis, support vector machine, rhetorical relation,
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Dynamic and Safe Path Planning Based on Support Vector Machine among Multi Moving Obstacles for Autonomous Vehicles Quoc Huy DO Seiichi MITA Hossein Tehrani Nik NEJAD Long HAN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2013/02/01 Vol. E96-D No. 2 ; pp. 314-328 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: path planning, support vector machine, particle filter, Bezier curve,
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State Classification with Array Sensor Using Support Vector Machine for Wireless Monitoring Systems Jihoon HONG Tomoaki OHTSUKI
Publication: IEICE TRANSACTIONS on Communications Publication Date: 2012/10/01 Vol. E95-B No. 10 ; pp. 3088-3095 Type of Manuscript: Special Section PAPER (Special Section on Medical Information Communication Technology for Disaster Recovery and Human Health Care Support) Category: Keyword: wireless monitoring, array antenna, support vector machine,
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Factor Analysis of Neighborhood-Preserving Embedding for Speaker Verification Chunyan LIANG Lin YANG Qingwei ZHAO Yonghong YAN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/10/01 Vol. E95-D No. 10 ; pp. 2572-2576 Type of Manuscript: LETTER Category: Speech and Hearing Keyword: speaker verification, neighborhood-preserving embedding, total variability, support vector machine, cosine distance scoring,
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Pedestrian Detection Using Gradient Local Binary Patterns Ning JIANG Jiu XU Satoshi GOTO
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2012/08/01 Vol. E95-A No. 8 ; pp. 1280-1287 Type of Manuscript: Special Section PAPER (Special Section on Image Media Quality) Category: Coding & Processing Keyword: pedestrian detection, feature extraction, local binary pattern, support vector machine, gradient local binary pattern,
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Online Anomaly Prediction for Real-Time Stream Processing Yuanqiang HUANG Zhongzhi LUAN Depei QIAN Zhigao DU Ting CHEN Yuebin BAI
Publication: IEICE TRANSACTIONS on Communications Publication Date: 2012/06/01 Vol. E95-B No. 6 ; pp. 2034-2042 Type of Manuscript: PAPER Category: Network Management/Operation Keyword: real-time stream processing, anomaly prediction, hidden Markov model, mixture of expert model, support vector machine,
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Active Learning for Software Defect Prediction Guangchun LUO Ying MA Ke QIN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/06/01 Vol. E95-D No. 6 ; pp. 1680-1683 Type of Manuscript: LETTER Category: Software Engineering Keyword: machine learning, defect prediction, active learning, support vector machine,
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Detection of Retinal Blood Vessels Based on Morphological Analysis with Multiscale Structure Elements and SVM Classification Pil Un KIM Yunjung LEE Sanghyo WOO Chulho WON Jin Ho CHO Myoung Nam KIM
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2011/07/01 Vol. E94-D No. 7 ; pp. 1519-1522 Type of Manuscript: LETTER Category: Biological Engineering Keyword: retina vessel, vessel detection, fundus image, support vector machine, morphological feature,
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MicroRNA Expression Profiles for Classification and Analysis of Tumor Samples Dang Hung TRAN Tu Bao HO Tho Hoan PHAM Kenji SATOU
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2011/03/01 Vol. E94-D No. 3 ; pp. 416-422 Type of Manuscript: Special Section PAPER (Special Section on Knowledge Discovery, Data Mining and Creativity Support System) Category: Keyword: microRNA, gene regulation, cancer, support vector machine, feature selection,
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An Unsupervised Model of Redundancy for Answer Validation Youzheng WU Hideki KASHIOKA Satoshi NAKAMURA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/03/01 Vol. E93-D No. 3 ; pp. 624-634 Type of Manuscript: PAPER Category: Natural Language Processing Keyword: question answering, answer validation, unsupervised model, Web mining, support vector machine,
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Comparative Analysis of Automatic Exudate Detection between Machine Learning and Traditional Approaches Akara SOPHARAK Bunyarit UYYANONVARA Sarah BARMAN Thomas WILLIAMSON
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/11/01 Vol. E92-D No. 11 ; pp. 2264-2271 Type of Manuscript: PAPER Category: Biological Engineering Keyword: exudate, diabetic retinopathy, morphological, fuzzy c-means, naive Bayesian classifier, support vector machine, nearest neighbor classifier,
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Distance between Two Classes: A Novel Kernel Class Separability Criterion Jiancheng SUN Chongxun ZHENG Xiaohe LI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/07/01 Vol. E92-D No. 7 ; pp. 1397-1400 Type of Manuscript: Special Section LETTER (Special Section on Large Scale Algorithms for Learning and Optimization) Category: Keyword: kernel parameter, data classification, class separability, support vector machine,
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Implementation Issues of Second-Order Cone Programming Approaches for Support Vector Machine Learning Problems Rameswar DEBNATH Masakazu MURAMATSU Haruhisa TAKAHASHI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2009/04/01 Vol. E92-A No. 4 ; pp. 1209-1222 Type of Manuscript: PAPER Category: Neural Networks and Bioengineering Keyword: support vector machine, kernel matrix, second-order cone programming, HKM search direction, AHO search direction,
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Using a Kind of Novel Phonotactic Information for SVM Based Speaker Recognition Xiang ZHANG Hongbin SUO Qingwei ZHAO Yonghong YAN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/04/01 Vol. E92-D No. 4 ; pp. 746-749 Type of Manuscript: LETTER Category: Speech and Hearing Keyword: speaker recognition, Gaussian mixture model, universal background model, support vector machine,
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Midpoint-Validation Method for Support Vector Machine Classification Hiroki TAMURA Koichi TANNO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2008/07/01 Vol. E91-D No. 7 ; pp. 2095-2098 Type of Manuscript: LETTER Category: Biocybernetics, Neurocomputing Keyword: support vector machine, midpoint-validation, pattern classification problem,
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A Support Vector Machine-Based Voice Activity Detection Employing Effective Feature Vectors Q-Haing JO Yun-Sik PARK Kye-Hwan LEE Joon-Hyuk CHANG
Publication: IEICE TRANSACTIONS on Communications Publication Date: 2008/06/01 Vol. E91-B No. 6 ; pp. 2090-2093 Type of Manuscript: LETTER Category: Multimedia Systems for Communications Keyword: voice activity detection, support vector machine, a posteriori SNR, a priori SNR, predicted SNR,
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Automatic Language Identification with Discriminative Language Characterization Based on SVM Hongbin SUO Ming LI Ping LU Yonghong YAN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2008/03/01 Vol. E91-D No. 3 ; pp. 567-575 Type of Manuscript: Special Section PAPER (Special Section on Robust Speech Processing in Realistic Environments) Category: Language Identification Keyword: language identification, supervised speaker clustering, support vector machine, discriminative language characterization score vector, pair-wise posterior probability estimation,
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Improved Classification for Problem Involving Overlapping Patterns Yaohua TANG Jinghuai GAO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/11/01 Vol. E90-D No. 11 ; pp. 1787-1795 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: boundary pattern, rough set, classification, support vector machine,
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Comparative Study of Speaker Identification Methods: dPLRM, SVM and GMM Tomoko MATSUI Kunio TANABE
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2006/03/01 Vol. E89-D No. 3 ; pp. 1066-1073 Type of Manuscript: Special Section PAPER (Special Section on Statistical Modeling for Speech Processing) Category: Speaker Recognition Keyword: speaker recognition, speaker identification, kernel machine, dual penalized logistic regression machine, support vector machine, Gaussian mixture model,
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Composite Support Vector Machines with Extended Discriminative Features for Accurate Face Detection Tae-Kyun KIM Josef KITTLER
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2005/10/01 Vol. E88-D No. 10 ; pp. 2373-2379 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: pattern classification, face detection, support vector machine, independent component analysis, principal component analysis, Adaboost,
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Adaptive Nonlinear Regression Using Multiple Distributed Microphones for In-Car Speech Recognition Weifeng LI Chiyomi MIYAJIMA Takanori NISHINO Katsunobu ITOU Kazuya TAKEDA Fumitada ITAKURA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2005/07/01 Vol. E88-A No. 7 ; pp. 1716-1723 Type of Manuscript: Special Section PAPER (Special Section on Multi-channel Acoustic Signal Processing) Category: Speech Enhancement Keyword: speech recognition, support vector machine, multi-layer perceptron, signal-to-deviation ratio, K-means clustering, adaptive beamforming,
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Kernel Selection for the Support Vector Machine Rameswar DEBNATH Haruhisa TAKAHASHI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/12/01 Vol. E87-D No. 12 ; pp. 2903-2904 Type of Manuscript: LETTER Category: Biocybernetics, Neurocomputing Keyword: support vector machine, feature space, normalization, kernel function,
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Support Vector Domain Classifier Based on Multiplicative Updates Congde LU Taiyi ZHANG Wei ZHANG
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2004/08/01 Vol. E87-A No. 8 ; pp. 2051-2053 Type of Manuscript: Special Section LETTER (Special Section on Digital Signal Processing) Category: Image/Visual Signal Processing Keyword: support vector machine, support vector domain description, sequential minimal optimization, multiplicative updates,
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A Local Learning Framework Based on Multiple Local Classifiers BaekSop KIM HyeJeong SONG JongDae KIM
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/07/01 Vol. E87-D No. 7 ; pp. 1971-1973 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: local learning, pre-learned, support size selection, support vector machine,
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Total Margin Algorithms in Support Vector Machines Min YOON Yeboon YUN Hirotaka NAKAYAMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/05/01 Vol. E87-D No. 5 ; pp. 1223-1230 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: support vector machine, generalization ability, soft margin, slack variable, total margin, surplus variable,
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Boundedness of Input Space and Effective Dimension of Feature Space in Kernel Methods Kazushi IKEDA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/01/01 Vol. E87-D No. 1 ; pp. 258-260 Type of Manuscript: LETTER Category: Biocybernetics, Neurocomputing Keyword: learning theory, support vector machine, effective dimension,
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Modified Kernel RLS-SVM Based Multiuser Detection over Multipath Channels Feng LIU Taiyi ZHANG Ruonan ZHANG
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2003/08/01 Vol. E86-A No. 8 ; pp. 1979-1984 Type of Manuscript: Special Section PAPER (Special Section on Digital Signal Processing) Category: Keyword: Direct sequence code division multiple access, multiuser detector, support vector machine, recursive least squares, Riemannian geometry, kernel function,
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Polarimetric SAR Image Classification Using Support Vector Machines Seisuke FUKUDA Haruto HIROSAWA
Publication: IEICE TRANSACTIONS on Electronics Publication Date: 2001/12/01 Vol. E84-C No. 12 ; pp. 1939-1945 Type of Manuscript: Special Section PAPER (Special Issue on New Technologies in Signal Processing for Electromagnetic-wave Sensing and Imaging) Category: Keyword: support vector machine, polarimetry, SAR, image classification, kernel,
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