IEICE Trans

Keyword : feature selection

Advanced Antlion Optimizer with Discrete Ant Behavior for Feature Selection Mengmeng LI Xiaoguang REN Yanzhen WANG Wei QIN Yi LIU
Publication: Publication Date: 2020/12/01 Vol. E103-D No. 12 ; pp. 2717-2720 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: antlion optimizer, ant colony optimization, feature selection, mutation,
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Machine Learning-Based Approach for Depression Detection in Twitter Using Content and Activity Features Hatoon S. ALSAGRI Mourad YKHLEF
Publication: Publication Date: 2020/08/01 Vol. E103-D No. 8 ; pp. 1825-1832 Type of Manuscript: PAPER Category: Data Engineering, Web Information Systems Keyword: social media analytics, depression detection, machine learning (ML), support vector machine (SVM), naive Bayes, decision tree, feature selection,
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A Hybrid Feature Selection Method for Software Fault Prediction Yiheng JIAN Xiao YU Zhou XU Ziyi MA
Publication: Publication Date: 2019/10/01 Vol. E102-D No. 10 ; pp. 1966-1975 Type of Manuscript: PAPER Category: Software Engineering Keyword: fault prediction, feature selection, hierarchical agglomerative clustering,
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A New Hybrid Ant Colony Optimization Based on Brain Storm Optimization for Feature Selection Haomo LIANG Zhixue WANG Yi LIU
Publication: Publication Date: 2019/07/01 Vol. E102-D No. 7 ; pp. 1396-1399 Type of Manuscript: LETTER Category: Fundamentals of Information Systems Keyword: ant colony optimization, brain strom optimization, feature selection, evolutionary algorithm, hybrid,
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An Effective Feature Selection Scheme for Android ICC-Based Malware Detection Using the Gap of the Appearance Ratio Kyohei OSUGE Hiroya KATO Shuichiro HARUTA Iwao SASASE
Publication: Publication Date: 2019/06/01 Vol. E102-D No. 6 ; pp. 1136-1144 Type of Manuscript: PAPER Category: Dependable Computing Keyword: android, malware detection, ICC, feature selection,
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Quantum Algorithm on Logistic Regression Problem Jun Suk KIM Chang Wook AHN
Publication: Publication Date: 2019/04/01 Vol. E102-D No. 4 ; pp. 856-858 Type of Manuscript: LETTER Category: Fundamentals of Information Systems Keyword: quantum machine learning, Deutsch-Jozsa Algorithm, logistic regression, feature selection,
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Feature Selection of Deep Learning Models for EEG-Based RSVP Target Detection Jingxia CHEN Zijing MAO Ru ZHENG Yufei HUANG Lifeng HE
Publication: Publication Date: 2019/04/01 Vol. E102-D No. 4 ; pp. 836-844 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: RSVP, EEG, feature selection, deep learning, CNN,
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Selecting Orientation-Insensitive Features for Activity Recognition from Accelerometers Yasser MOHAMMAD Kazunori MATSUMOTO Keiichiro HOASHI
Publication: Publication Date: 2019/01/01 Vol. E102-D No. 1 ; pp. 104-115 Type of Manuscript: PAPER Category: Information Network Keyword: activity recognition, machine learning, feature selection,
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Local Feature Reliability Measure Consistent with Match Conditions for Mobile Visual Search Kohei MATSUZAKI Kazuyuki TASAKA Hiromasa YANAGIHARA
Publication: Publication Date: 2018/12/01 Vol. E101-D No. 12 ; pp. 3170-3180 Type of Manuscript: PAPER Category: Image Processing and Video Processing Keyword: mobile visual search, binary feature, feature selection, maximum coverage problem,
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Highly Efficient Mobile Visual Search Algorithm Chuang ZHU Xiao Feng HUANG Guo Qing XIANG Hui Hui DONG Jia Wen SONG
Publication: Publication Date: 2018/12/01 Vol. E101-D No. 12 ; pp. 3073-3082 Type of Manuscript: PAPER Category: Data Engineering, Web Information Systems Keyword: mobile visual search, descriptor extraction, feature selection, reranking,
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Feature Selection by Computing Mutual Information Based on Partitions Chengxiang YIN Hongjun ZHANG Rui ZHANG Zilin ZENG Xiuli QI Yuntian FENG
Publication: Publication Date: 2018/02/01 Vol. E101-D No. 2 ; pp. 437-446 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: partition, feature selection, feature interaction, FSMIP,
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Hand-Dorsa Vein Recognition Based on Scale and Contrast Invariant Feature Matching Fuqiang LI Tongzhuang ZHANG Yong LIU Guoqing WANG
Publication: Publication Date: 2017/12/01 Vol. E100-D No. 12 ; pp. 3054-3058 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: vein recognition, contrast enhancement, feature selection, mismatching removal,
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READER: Robust Semi-Supervised Multi-Label Dimension Reduction Lu SUN Mineichi KUDO Keigo KIMURA
Publication: Publication Date: 2017/10/01 Vol. E100-D No. 10 ; pp. 2597-2604 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: multi-label classification, semi-supervised dimension reduction, risk minimization, feature selection, manifold learning,
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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 selection, wrapper model, bat algorithm, premature convergence, SVM,
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Microblog Retrieval Using Ensemble of Feature Sets through Supervised Feature Selection Abu Nowshed CHY Md Zia ULLAH Masaki AONO
Publication: Publication Date: 2017/04/01 Vol. E100-D No. 4 ; pp. 793-806 Type of Manuscript: Special Section PAPER (Special Section on Data Engineering and Information Management) Category: Keyword: microblog search, temporal information retrieval, query expansion, feature selection, learning to rank, time-aware ranking,
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Feature Adaptive Correlation Tracking Yulong XU Yang LI Jiabao WANG Zhuang MIAO Hang LI Yafei ZHANG
Publication: Publication Date: 2017/03/01 Vol. E100-D No. 3 ; pp. 594-597 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: visual tracking, correlation filter, feature selection, convolutional neural networks, scale estimation,
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Human-Centered Video Feature Selection via mRMR-SCMMCCA for Preference Extraction Takahiro OGAWA Yoshiaki YAMAGUCHI Satoshi ASAMIZU Miki HASEYAMA
Publication: Publication Date: 2017/02/01 Vol. E100-D No. 2 ; pp. 409-412 Type of Manuscript: LETTER Category: Kansei Information Processing, Affective Information Processing Keyword: Canonical Correlation Analysis, feature selection, preference extraction, viewing behavior,
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An Improved Feature Selection Algorithm for Ordinal Classification Weiwei PAN Qinhua HU
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2016/12/01 Vol. E99-A No. 12 ; pp. 2266-2274 Type of Manuscript: Special Section PAPER (Special Section on Information Theory and Its Applications) Category: Machine Learning Keyword: feature selection, ordinal classification, hybrid monotonic, genetic algorithm,
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Design of Multilevel Hybrid Classifier with Variant Feature Sets for Intrusion Detection System Aslhan AKYOL Mehmet HACIBEYOĞLU Bekir KARLIK
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/07/01 Vol. E99-D No. 7 ; pp. 1810-1821 Type of Manuscript: PAPER Category: Information Network Keyword: intrusion detection, discernibility function, feature selection, neural networks,
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Application of Feature Engineering for Phishing Detection Wei ZHANG Huan REN Qingshan JIANG
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/04/01 Vol. E99-D No. 4 ; pp. 1062-1070 Type of Manuscript: Special Section PAPER (Special Section on Cyberworlds) Category: Keyword: phishing detection, feature engineering, feature selection, feature extraction, two-stage projection pursuit,
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Multi-Task Object Tracking with Feature Selection Xu CHENG Nijun LI Tongchi ZHOU Zhenyang WU Lin ZHOU
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2015/06/01 Vol. E98-A No. 6 ; pp. 1351-1354 Type of Manuscript: LETTER Category: Image Keyword: visual tracking, sparse representation, multi-task learning, feature selection,
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Novel Improvements on the Fuzzy-Rough QuickReduct Algorithm Javad Rahimipour ANARAKI Mahdi EFTEKHARI Chang Wook AHN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2015/02/01 Vol. E98-D No. 2 ; pp. 453-456 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: fuzzy-rough set, dependency degree, feature selection, fuzzy-rough quickreduct,
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Multi-Label Learning Using Mathematical Programming Hyunki LIM Jaesung LEE Dae-Won KIM
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2015/01/01 Vol. E98-D No. 1 ; pp. 197-200 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: multi-label learning, feature selection, quadratic programming,
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Semi-Supervised Feature Selection with Universum Based on Linked Social Media Data Junyang QIU Yibing WANG Zhisong PAN Bo JIA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/09/01 Vol. E97-D No. 9 ; pp. 2522-2525 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: universum, feature selection, social media, semi-supervised learning,
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Local Reconstruction Error Alignment: A Fast Unsupervised Feature Selection Algorithm for Radar Target Clustering Jianqiao WANG Yuehua LI Jianfei CHEN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/02/01 Vol. E97-D No. 2 ; pp. 357-360 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: feature selection, local reconstruction, manifold, alignment,
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Unsupervised Sentiment-Bearing Feature Selection for Document-Level Sentiment Classification Yan LI Zhen QIN Weiran XU Heng JI Jun GUO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2013/12/01 Vol. E96-D No. 12 ; pp. 2805-2813 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: feature selection, sentiment discriminant analysis, sentiment strength calculation, sentiment classification,
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Speaker-Independent Speech Emotion Recognition Based on Two-Layer Multiple Kernel Learning Yun JIN Peng SONG Wenming ZHENG Li ZHAO Minghai XIN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2013/10/01 Vol. E96-D No. 10 ; pp. 2286-2289 Type of Manuscript: LETTER Category: Speech and Hearing Keyword: emotion speech recognition, multiple kernel learning, feature selection, speaker-independent,
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Feature Selection via ₁-Penalized Squared-Loss Mutual Information Wittawat JITKRITTUM Hirotaka HACHIYA Masashi SUGIYAMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2013/07/01 Vol. E96-D No. 7 ; pp. 1513-1524 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: feature selection, ₁-regularization, squared-loss mutual information, density-ratio estimation, dimensionality reduction,
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Winning the Kaggle Algorithmic Trading Challenge with the Composition of Many Models and Feature Engineering Ildefons MAGRANS DE ABRIL Masashi SUGIYAMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2013/03/01 Vol. E96-D No. 3 ; pp. 742-745 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: Kaggle challenge, model architecture, boosting, feature selection, high frequency trading, liquidity shock, maximal information coefficient,
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Model Shrinkage for Discriminative Language Models Takanobu OBA Takaaki HORI Atsushi NAKAMURA Akinori ITO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/05/01 Vol. E95-D No. 5 ; pp. 1465-1474 Type of Manuscript: PAPER Category: Speech and Hearing Keyword: model shrinkage problem, discriminative language model, linear model, feature selection,
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Rough-Mutual Feature Selection Based on Min-Uncertainty and Max-Certainty Sombut FOITONG Ouen PINNGERN Boonwat ATTACHOO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/04/01 Vol. E95-D No. 4 ; pp. 970-981 Type of Manuscript: Special Section PAPER (Special Section on Knowledge-Based Software Engineering) Category: Keyword: rough sets, mutual information, feature selection, boundary region, classification,
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Discrimination between Upstairs and Downstairs Based on Accelerometer Yang XUE Lianwen JIN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2011/06/01 Vol. E94-D No. 6 ; pp. 1173-1177 Type of Manuscript: Special Section LETTER (Special Section on Emerging Technologies of Ubiquitous Computing Systems) Category: Keyword: acceleration data, vertical acceleration calibration, feature selection, activity recognition, tri-axial accelerometer,
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An Informative Feature Selection Method for Music Genre Classification Jin Soo SEO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2011/06/01 Vol. E94-D No. 6 ; pp. 1362-1365 Type of Manuscript: LETTER Category: Music Information Processing Keyword: musical genre classification, feature selection, mutual information,
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Improved Gini-Index Algorithm to Correct Feature-Selection Bias in Text Classification Heum PARK Hyuk-Chul KWON
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2011/04/01 Vol. E94-D No. 4 ; pp. 855-865 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: feature selection, Gini-Index, text classification, dimensionality reduction, feature selection bias,
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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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Extraction of Combined Features from Global/Local Statistics of Visual Words Using Relevant Operations Tetsu MATSUKAWA Takio KURITA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/10/01 Vol. E93-D No. 10 ; pp. 2870-2874 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: combined feature, bag-of-features, feature selection, image classification,
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How the Number of Interest Points Affect Scene Classification Wenjie XIE De XU Shuoyan LIU Yingjun TANG
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/04/01 Vol. E93-D No. 4 ; pp. 930-933 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: bag-of-words, feature selection, SIFT,
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Extended Relief-F Algorithm for Nominal Attribute Estimation in Small-Document Classification Heum PARK Hyuk-Chul KWON
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/12/01 Vol. E92-D No. 12 ; pp. 2360-2368 Type of Manuscript: Special Section PAPER (Special Section on Natural Language Processing and its Applications) Category: Document Analysis Keyword: feature selection, Relief algorithm, text classification, instance-based feature filtering,
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A GMM-Based Feature Selection Algorithm for Multi-Class Classification Tacksung CHOI Sunkuk MOON Young-cheol PARK Dae-hee YOUN Seokpil LEE
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/08/01 Vol. E92-D No. 8 ; pp. 1584-1587 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: classification, feature selection, GMM separability index,
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Differentiating Honeycombed Images from Normal HRCT Lung Images Aamir Saeed MALIK Tae-Sun CHOI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/05/01 Vol. E92-D No. 5 ; pp. 1218-1221 Type of Manuscript: LETTER Category: Biological Engineering Keyword: segmentation, extraction, feature selection, wavelet energy, classification, K-means clustering,
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A Filter Method for Feature Selection for SELDI-TOF Mass Spectrum Trung-Nghia VU Syng-Yup OHN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/02/01 Vol. E92-D No. 2 ; pp. 346-348 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: feature selection, filter, high dimensions, mass spectrum,
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A Learning Algorithm of Boosting Kernel Discriminant Analysis for Pattern Recognition Shinji KITA Seiichi OZAWA Satoshi MAEKAWA Shigeo ABE
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/11/01 Vol. E90-D No. 11 ; pp. 1853-1863 Type of Manuscript: PAPER Category: Biocybernetics, Neurocomputing Keyword: boosting, kernel methods, kernel discriminant analysis, pattern classification, neural networks, feature selection,
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Kernel Trees for Support Vector Machines Ithipan METHASATE Thanaruk THEERAMUNKONG
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/10/01 Vol. E90-D No. 10 ; pp. 1550-1556 Type of Manuscript: Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System) Category: Keyword: kernel trees, feature selection, support vector sachines,
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Feature Selection in Genetic Fuzzy Discretization for the Pattern Classification Problems Yoon-Seok CHOI Byung-Ro MOON
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/07/01 Vol. E90-D No. 7 ; pp. 1047-1054 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: genetic algorithm, fuzzy discretization, feature selection, pattern classification,
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A Novel Feature Selection for Fuzzy Neural Networks for Personalized Facial Expression Recognition Dae-Jin KIM Zeungnam BIEN
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2004/06/01 Vol. E87-A No. 6 ; pp. 1386-1392 Type of Manuscript: Special Section PAPER (Special Section on Papers Selected from 2003 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2003)) Category: Keyword: personalized facial expression recognition, feature selection, fuzzy neural networks,
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Fractal Neural Network Feature Selector for Automatic Pattern Recognition System Basabi CHAKRABORTY Yasuji SAWADA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1999/09/25 Vol. E82-A No. 9 ; pp. 1845-1850 Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and Its Applications) Category: Keyword: automatic pattern recognition, feature selection, artificial neural network, fractal neural network, fractal dimension,
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Texture Segmentation Using Separable and Non-Separable Wavelet Frames Jeng-Shyang PAN Jing-Wein WANG
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1999/08/25 Vol. E82-A No. 8 ; pp. 1463-1474 Type of Manuscript: Special Section PAPER (Special Section on Digital Signal Processing) Category: Keyword: extrema density, wavelet frames, texture segmentation, feature selection, Min-Min method, genetic algorithm, spatial separation criterion (SPC),
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Genetic Feature Selection for Texture Classification Using 2-D Non-Separable Wavelet Bases Jing-Wein WANG Chin-Hsing CHEN Jeng-Shyang PAN
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1998/08/25 Vol. E81-A No. 8 ; pp. 1635-1644 Type of Manuscript: Special Section PAPER (Special Section on Digital Signal Processing) Category: Keyword: texture classification, pyramidal and uniform decomposition, feature selection, 2-D non-separable wavelet transforms, Max-Max algorithms, genetic algorithms,
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A New Feature Selection Method to Extract Functional Structures from Multidimensional Symbolic Data Yujiro ONO Manabu ICHINO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1998/06/25 Vol. E81-D No. 6 ; pp. 556-564 Type of Manuscript: PAPER Category: Image Processing,Computer Graphics and Pattern Recognition Keyword: functional identification, geometrical thickness, symbolic data, feature selection, modeling,
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Evaluation and Synthesis of Feature Vectors for Handwritten Numeral Recognition Fumitaka KIMURA Shuji NISHIKAWA Tetsushi WAKABAYASHI Yasuji MIYAKE Toshio TSUTSUMIDA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1996/05/25 Vol. E79-D No. 5 ; pp. 436-442 Type of Manuscript: Special Section PAPER (Special Issue on Character Recognition and Document Understanding) Category: Comparative Study Keyword: handwritten numeral recognition, feature extraction, feature selection, ZIP code recognition,
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