Keyword : feature selection


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 predictionfeature selectionhierarchical agglomerative clustering
 Summary | Full Text:PDF

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 optimizationbrain strom optimizationfeature selectionevolutionary algorithmhybrid
 Summary | Full Text:PDF

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: 
androidmalware detectionICCfeature selection
 Summary | Full Text:PDF

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 learningDeutsch-Jozsa Algorithmlogistic regressionfeature selection
 Summary | Full Text:PDF

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: 
RSVPEEGfeature selectiondeep learningCNN
 Summary | Full Text:PDF

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 recognitionmachine learningfeature selection
 Summary | Full Text:PDF

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 searchdescriptor extractionfeature selectionreranking
 Summary | Full Text:PDF

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 searchbinary featurefeature selectionmaximum coverage problem
 Summary | Full Text:PDF

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: 
partitionfeature selectionfeature interactionFSMIP
 Summary | Full Text:PDF

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 recognitioncontrast enhancementfeature selectionmismatching removal
 Summary | Full Text:PDF

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 classificationsemi-supervised dimension reductionrisk minimizationfeature selectionmanifold learning
 Summary | Full Text:PDF

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

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 searchtemporal information retrievalquery expansionfeature selectionlearning to ranktime-aware ranking
 Summary | Full Text:PDF

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 trackingcorrelation filterfeature selectionconvolutional neural networksscale estimation
 Summary | Full Text:PDF

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 Analysisfeature selectionpreference extractionviewing behavior
 Summary | Full Text:PDF

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 selectionordinal classificationhybrid monotonicgenetic algorithm
 Summary | Full Text:PDF

Design of Multilevel Hybrid Classifier with Variant Feature Sets for Intrusion Detection System
Aslhan AKYOL Mehmet HACIBEYO─×LU 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 detectiondiscernibility functionfeature selectionneural networks
 Summary | Full Text:PDF

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 detectionfeature engineeringfeature selectionfeature extractiontwo-stage projection pursuit
 Summary | Full Text:PDF | Errata[Uploaded on May 1,2016]

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 trackingsparse representationmulti-task learningfeature selection
 Summary | Full Text:PDF

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 setdependency degreefeature selectionfuzzy-rough quickreduct
 Summary | Full Text:PDF

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 learningfeature selectionquadratic programming
 Summary | Full Text:PDF

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: 
universumfeature selectionsocial mediasemi-supervised learning
 Summary | Full Text:PDF

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 selectionlocal reconstructionmanifoldalignment
 Summary | Full Text:PDF

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 selectionsentiment discriminant analysissentiment strength calculationsentiment classification
 Summary | Full Text:PDF

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 recognitionmultiple kernel learningfeature selectionspeaker-independent
 Summary | Full Text:PDF

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
 Summary | Full Text:PDF

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 challengemodel architectureboostingfeature selectionhigh frequency tradingliquidity shockmaximal information coefficient
 Summary | Full Text:PDF

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 problemdiscriminative language modellinear modelfeature selection
 Summary | Full Text:PDF

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 setsmutual informationfeature selectionboundary regionclassification
 Summary | Full Text:PDF

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 classificationfeature selectionmutual information
 Summary | Full Text:PDF

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 datavertical acceleration calibrationfeature selectionactivity recognitiontri-axial accelerometer
 Summary | Full Text:PDF

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
 Summary | Full Text:PDF

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: 
microRNAgene regulationcancersupport vector machinefeature selection
 Summary | Full Text:PDF

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 featurebag-of-featuresfeature selectionimage classification
 Summary | Full Text:PDF

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-wordsfeature selectionSIFT
 Summary | Full Text:PDF

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 selectionRelief algorithmtext classificationinstance-based feature filtering
 Summary | Full Text:PDF

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: 
classificationfeature selectionGMM separability index
 Summary | Full Text:PDF

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: 
segmentationextractionfeature selectionwavelet energyclassificationK-means clustering
 Summary | Full Text:PDF

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 selectionfilterhigh dimensionsmass spectrum
 Summary | Full Text:PDF

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: 
boostingkernel methodskernel discriminant analysispattern classificationneural networksfeature selection
 Summary | Full Text:PDF

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 treesfeature selectionsupport vector sachines
 Summary | Full Text:PDF

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 algorithmfuzzy discretizationfeature selectionpattern classification
 Summary | Full Text:PDF

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 recognitionfeature selectionfuzzy neural networks
 Summary | Full Text:PDF

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 recognitionfeature selectionartificial neural networkfractal neural networkfractal dimension
 Summary | Full Text:PDF

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 densitywavelet framestexture segmentationfeature selectionMin-Min methodgenetic algorithmspatial separation criterion (SPC)
 Summary | Full Text:PDF

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 classificationpyramidal and uniform decompositionfeature selection 2-D non-separable wavelet transformsMax-Max algorithmsgenetic algorithms
 Summary | Full Text:PDF

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 identificationgeometrical thicknesssymbolic datafeature selectionmodeling
 Summary | Full Text:PDF

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 recognitionfeature extractionfeature selectionZIP code recognition
 Summary | Full Text:PDF