Keyword : dimensionality reduction


Accelerating a Lloyd-Type k-Means Clustering Algorithm with Summable Lower Bounds in a Lower-Dimensional Space
Kazuo AOYAMA Kazumi SAITO Tetsuo IKEDA 
Publication:   
Publication Date: 2018/11/01
Vol. E101-D  No. 11 ; pp. 2773-2783
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
algorithmclusteringk-meanslower boundsingular value decompositionprincipal component analysisdimensionality reductionperformance
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Visualizing Web Images Using Fisher Discriminant Locality Preserving Canonical Correlation Analysis
Kohei TATENO Takahiro OGAWA Miki HASEYAMA 
Publication:   
Publication Date: 2017/09/01
Vol. E100-D  No. 9 ; pp. 2005-2016
Type of Manuscript:  Special Section PAPER (Special Section on Picture Coding and Image Media Processing)
Category: 
Keyword: 
dimensionality reductionvisualizationFisher discriminant analysiscanonical correlation analysislocality preserving approach
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Learning Corpus-Invariant Discriminant Feature Representations for Speech Emotion Recognition
Peng SONG Shifeng OU Zhenbin DU Yanyan GUO Wenming MA Jinglei LIU Wenming ZHENG 
Publication:   
Publication Date: 2017/05/01
Vol. E100-D  No. 5 ; pp. 1136-1139
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech emotion recognitiontransfer learningdimensionality reduction
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Efficient Two-Step Middle-Level Part Feature Extraction for Fine-Grained Visual Categorization
Hideki NAKAYAMA Tomoya TSUDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/06/01
Vol. E99-D  No. 6 ; pp. 1626-1634
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
image classificationfine-grained categorizationpart-based featuresdimensionality reduction
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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 selection1-regularizationsquared-loss mutual informationdensity-ratio estimationdimensionality reduction
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Linear Semi-Supervised Dimensionality Reduction with Pairwise Constraint for Multiple Subclasses
Bin TONG Weifeng JIA Yanli JI Einoshin SUZUKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/03/01
Vol. E95-D  No. 3 ; pp. 812-820
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
dimensionality reductionmultiple subclassespairwise constraints
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Dimensionality Reduction for Histogram Features Based on Supervised Non-negative Matrix Factorization
Mitsuru AMBAI Nugraha P. UTAMA Yuichi YOSHIDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10 ; pp. 1870-1879
Type of Manuscript:  Special Section PAPER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
dimensionality reductionnon-negative matrix factorizationhistogram-based features
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Class-Distance-Based Discriminant Analysis and Its Application to Supervised Automatic Age Estimation
Tetsuji OGAWA Kazuya UEKI Tetsunori KOBAYASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/08/01
Vol. E94-D  No. 8 ; pp. 1683-1689
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
FDALFDACDDALCDDAdimensionality reductionautomatic age estimation
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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 selectionGini-Indextext classificationdimensionality reductionfeature selection bias
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Non-iterative Symmetric Two-Dimensional Linear Discriminant Analysis
Kohei INOUE Kenji HARA Kiichi URAHAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/04/01
Vol. E94-D  No. 4 ; pp. 926-929
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
symmetric two-dimensional linear discriminant analysisface recognitiondimensionality reduction
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Acoustic Feature Transformation Combining Average and Maximum Classification Error Minimization Criteria
Makoto SAKAI Norihide KITAOKA Kazuya TAKEDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/07/01
Vol. E93-D  No. 7 ; pp. 2005-2008
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech recognitiondimensionality reductionBayes error
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On Computational Issues of Semi-Supervised Local Fisher Discriminant Analysis
Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/05/01
Vol. E92-D  No. 5 ; pp. 1204-1208
Type of Manuscript:  LETTER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
dimensionality reductionsemi-supervised learningsemi-supervised local Fisher discriminant analysissparsitygeneralized eigenvalue problem
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n-Mode Singular Vector Selection in Higher-Order Singular Value Decomposition
Kohei INOUE Kiichi URAHAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/11/01
Vol. E91-A  No. 11 ; pp. 3380-3384
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
dimensionality reductionhigher-order singular value decompositionn-mode singular vector
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A Nonlinear Principal Component Analysis of Image Data
Ryo SAEGUSA Hitoshi SAKANO Shuji HASHIMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/10/01
Vol. E88-D  No. 10 ; pp. 2242-2248
Type of Manuscript:  Special Section PAPER (Special Section on Image Recognition and Understanding)
Category: 
Keyword: 
nonlinear PCAneural networkdimensionality reductionimage
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A New Fast Image Retrieval Using the Condensed Two-Stage Search Method
JungWon CHO SeungDo JEONG GeunSeop LEE SungHo CHO ByungUk CHOI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2003/12/01
Vol. E86-B  No. 12 ; pp. 3658-3661
Type of Manuscript:  LETTER
Category: Multimedia Systems
Keyword: 
CBIRcondensed two-stage search methoddimensionality reductionfast retrieval
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EM Algorithm with Split and Merge Operations for Mixture Models
Naonori UEDA Ryohei NAKANO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/12/25
Vol. E83-D  No. 12 ; pp. 2047-2055
Type of Manuscript:  INVITED PAPER (Special Issue on the 1999 IEICE Excellent Paper Award)
Category: Biocybernetics, Neurocomputing
Keyword: 
EM algorithmsplit and merge operationsmixture modelsmaximum likelihood estimatesdimensionality reduction
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Orthogonal Discriminant Analysis for Interactive Pattern Analysis
Yoshihiko HAMAMOTO Taiho KANAOKA Shingo TOMITA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1992/07/25
Vol. E75-D  No. 4 ; pp. 602-605
Type of Manuscript:  LETTER
Category: Image Processing, Computer Graphics and Pattern Recognition
Keyword: 
pattern recognitioninteractive pattern analysisdimensionality reductionfeature extractiondiscriminant analysisKarhunen-Loeve expansion
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