Keyword : classification


Spectral Correlation Based Blind Automatic Modulation Classification Using Symbol Rate Estimation
Azril HANIZ  Minseok KIM  Md. Abdur RAHMAN  Jun-ichi TAKADA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2013/05/01
Vol. E96-B  No. 5  pp. 1158-1167
Type of Manuscript: PAPER
Category: Wireless Communication Technologies
Keyword: 
modulationclassificationsymbol rateestimationcyclostationarityspectral correlation
  Summary |  Full Text:PDF (1.8MB)

Machine Learning in Computer-Aided Diagnosis of the Thorax and Colon in CT: A Survey
Kenji SUZUKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/04/01
Vol. E96-D  No. 4  pp. 772-783
Type of Manuscript: SURVEY PAPER
Category: INVITED
Keyword: 
machine learning in medical imagingcomputer-aided diagnosisclassificationpixel-based machine learninglung nodulecolorectal polypCT colonography
  Summary |  Full Text:PDF (3.1MB)

Classification of Prostate Histopathology Images Based on Multifractal Analysis
Chamidu ATUPELAGE  Hiroshi NAGAHASHI  Masahiro YAMAGUCHI  Tokiya ABE  Akinori HASHIGUCHI  Michiie SAKAMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/12/01
Vol. E95-D  No. 12  pp. 3037-3045
Type of Manuscript: PAPER
Category: Pattern Recognition
Keyword: 
histopathologyprostate cancerfractal geomatrymultifractalfeature descriptorsclassification
  Summary |  Full Text:PDF (763.3KB)

Classifying Mathematical Expressions Written in MathML
Shinil KIM  Seon YANG  Youngjoong KO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/10/01
Vol. E95-D  No. 10  pp. 2560-2563
Type of Manuscript: LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
mathematical expressionsMathMLclassification
  Summary |  Full Text:PDF (981.9KB)

Registration Method of Sparse Representation Classification Method
Jing WANG  Guangda SU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/05/01
Vol. E95-D  No. 5  pp. 1332-1335
Type of Manuscript: Special Section LETTER (Special Section on Recent Advances in Multimedia Signal Processing Techniques and Applications)
Category: Image Processing
Keyword: 
classificationface recognitionface registrationsparse representation
  Summary |  Full Text:PDF (174.6KB)

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 (526.7KB)

Voting-Based Ensemble Classifiers to Detect Hedges and Their Scopes in Biomedical Texts
Huiwei ZHOU  Xiaoyan LI  Degen HUANG  Yuansheng YANG  Fuji REN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10  pp. 1989-1997
Type of Manuscript: PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
hedgesvotingclassificationmachine learning
  Summary |  Full Text:PDF (393.3KB)

Multiscale Bagging and Its Applications
Hidetoshi SHIMODAIRA  Takafumi KANAMORI  Masayoshi AOKI  Kouta MINE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10  pp. 1924-1932
Type of Manuscript: Special Section PAPER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
baggingactive learningconfidence levelclassification
  Summary |  Full Text:PDF (1.9MB)

A Binary Tree Structured Terrain Classifier for Pol-SAR Images
Guangyi ZHOU  Yi CUI  Yumeng LIU  Jian YANG 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2011/05/01
Vol. E94-B  No. 5  pp. 1515-1518
Type of Manuscript: LETTER
Category: Sensing
Keyword: 
Synthetic Aperture Radar (SAR)polarimetryclassificationtexturebinary treeSupport Vector Machine (SVM)
  Summary |  Full Text:PDF (370KB)

2D Feature Space for Snow Particle Classification into Snowflake and Graupel
Karolina NURZYNSKA  Mamoru KUBO  Ken-ichiro MURAMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/12/01
Vol. E93-D  No. 12  pp. 3344-3351
Type of Manuscript: PAPER
Category: Pattern Recognition
Keyword: 
image processingsnow particle featuresclassification
  Summary |  Full Text:PDF (752.9KB)

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 (149.6KB)

Intelligent Sensing and Classification in DSR-Based Ad Hoc Networks
Tae DEMPSEY  Gokhan SAHIN  Yu T. (Jade) MORTON 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/05/01
Vol. E92-D  No. 5  pp. 818-825
Type of Manuscript: Special Section PAPER (Special Section on Information and Communication System Security)
Category: Ad-Hoc/Sensor Networks
Keyword: 
ad hoc networksclassificationalgorithmsDSR
  Summary |  Full Text:PDF (596.4KB)

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 (198KB)

Contract Specification in Java: Classification, Characterization, and a New Marker Method
Chien-Tsun CHEN  Yu Chin CHENG  Chin-Yun HSIEH 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/11/01
Vol. E91-D  No. 11  pp. 2685-2692
Type of Manuscript: PAPER
Category: Fundamentals of Software and Theory of Programs
Keyword: 
Design by Contractcontract specificationclassificationcharacterizationquality attributeJava
  Summary |  Full Text:PDF (252.1KB)

Natural Object/Artifact Image Classification Based on Line Features
Johji TAJIMA  Hironori KONO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/08/01
Vol. E91-D  No. 8  pp. 2207-2211
Type of Manuscript: LETTER
Category: Image Recognition, Computer Vision
Keyword: 
natural objectartifactclassificationline features
  Summary |  Full Text:PDF (762.3KB)

Underwater Transient Signal Classification Using Binary Pattern Image of MFCC and Neural Network
Taegyun LIM  Keunsung BAE  Chansik HWANG  Hyeonguk LEE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/03/01
Vol. E91-A  No. 3  pp. 772-774
Type of Manuscript: Special Section LETTER (Special Section on Signal Processing for Audio and Visual Systems and Its Implementations)
Category: Engineering Acoustics
Keyword: 
SONARunderwater transient signalMFCCclassificationneural network
  Summary |  Full Text:PDF (600.6KB)

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 patternrough setclassificationsupport vector machine
  Summary |  Full Text:PDF (704.8KB)

Classification of Landmine-Like Objects Buried under Rough Ground Surfaces Using a Ground Penetrating Radar
Masahiko NISHIMOTO  Keiichi NAGAYOSHI  Shuichi UENO  Yusuke KIMURA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2007/02/01
Vol. E90-C  No. 2  pp. 327-333
Type of Manuscript: Special Section PAPER (Special Section on Recent Progress in Electromagnetic Theory and Its Application)
Category: Inverse Problems
Keyword: 
ground penetrating radarlandmineclassification
  Summary |  Full Text:PDF (541.4KB)

A Hierarchical Classification Method for US Bank-Notes
Tatsuhiko KAGEHIRO  Hiroto NAGAYOSHI  Hiroshi SAKO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/07/01
Vol. E89-D  No. 7  pp. 2061-2067
Type of Manuscript: Special Section PAPER (Special Section on Machine Vision Applications)
Category: Pattern Discrimination and Classification
Keyword: 
bank-noteclassificationautomatic settingerror estimation
  Summary |  Full Text:PDF (2MB)

Growing Neural Gas (GNG): A Soft Competitive Learning Method for 2D Hand Modelling
Jose GARCIA RODRIGUEZ  Anastassia ANGELOPOULOU  Alexandra PSARROU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/07/01
Vol. E89-D  No. 7  pp. 2124-2131
Type of Manuscript: Special Section PAPER (Special Section on Machine Vision Applications)
Category: Shape Models
Keyword: 
image segmentationclassificationgrowing neural gasregistration
  Summary |  Full Text:PDF (875.6KB)

Construction of Classifiers by Iterative Compositions of Features with Partial Knowledge
Kazuya HARAGUCHI  Toshihide IBARAKI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/05/01
Vol. E89-A  No. 5  pp. 1284-1291
Type of Manuscript: Special Section PAPER (Special Section on Discrete Mathematics and Its Applications)
Category: 
Keyword: 
classificationBoolean functionspartially defined Boolean functionslearning algorithmsiteratively composed features
  Summary |  Full Text:PDF (550.2KB)

Classification of Driving Methods for TFT-OLEDs and Novel Proposal Using Time Ratio Grayscale and Current Uniformization
Mutsumi KIMURA  Yuji HARA  Hiroyuki HARA  Tomoyuki OKUYAMA  Satoshi INOUE  Tatsuya SHIMODA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2005/11/01
Vol. E88-C  No. 11  pp. 2043-2050
Type of Manuscript: REVIEW PAPER
Category: 
Keyword: 
classificationdriving methodTFT-OLEDtime-ratio grayscalecurrent uniformization
  Summary |  Full Text:PDF (777.8KB)

Multiple Fingerprint Set Classification for Large-Scale Personal Identification
Kaoru UCHIDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/08/01
Vol. E86-D  No. 8  pp. 1426-1435
Type of Manuscript: PAPER
Category: Image Processing, Image Pattern Recognition
Keyword: 
biometricsfingerprintclassificationidentification
  Summary |  Full Text:PDF (608.5KB)

Machine Learning via Multiresolution Approximation
Ilya BLAYVAS  Ron KIMMEL 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/07/01
Vol. E86-D  No. 7  pp. 1172-1180
Type of Manuscript: INVITED PAPER (Special Issue on Multiresolution Analysis)
Category: 
Keyword: 
multiresolution approximationmachine learningclassificationregression estimation
  Summary |  Full Text:PDF (252.2KB)

Intelligent Email Categorization Based on Textual Information and Metadata
Jihoon YANG  Venkat CHALASANI  Sung-Yong PARK 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/07/01
Vol. E86-D  No. 7  pp. 1280-1288
Type of Manuscript: PAPER
Category: Artificial Intelligence, Cognitive Science
Keyword: 
emailscategorizationclassificationmachine learningmetadata
  Summary |  Full Text:PDF (340KB)

A Dynamic Node Decaying Method for Pruning Artificial Neural Networks
Md. SHAHJAHAN  Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/04/01
Vol. E86-D  No. 4  pp. 736-751
Type of Manuscript: PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
ANNspruningdecayingcompetitionclassification
  Summary |  Full Text:PDF (512.4KB)

Using Similarity Parameters for Supervised Polarimetric SAR Image Classification
Junyi XU  Jian YANG  Yingning PENG  Chao WANG  Yuei-An LIOU 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2002/12/01
Vol. E85-B  No. 12  pp. 2934-2942
Type of Manuscript: PAPER
Category: Sensing
Keyword: 
radar polarimetrysynthetic aperture radarclassificationprincipal component analysissimilarity parameter
  Summary |  Full Text:PDF (3.7MB)

FLASH: Fast and Scalable Table-Lookup Engine Architecture for Telecommunications
Tsunemasa HAYASHI  Toshiaki MIYAZAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2002/10/01
Vol. E85-D  No. 10  pp. 1636-1644
Type of Manuscript: PAPER
Category: Network
Keyword: 
table-lookupclassificationbest matchIPCAMprogrammable arbiter
  Summary |  Full Text:PDF (410.3KB)

Adaptive Blocking Artifacts Reduction Using Adaptive Filter and Dithering
Gun-Woo LEE  Jung-Youp SUK  Kyung-Nam PARK  Jong-Won LEE  Kuhn-Il LEE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2002/06/01
Vol. E85-A  No. 6  pp. 1345-1348
Type of Manuscript: Special Section LETTER (Special Section on Papers Selected from 2001 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2001))
Category: 
Keyword: 
blocking artifactSAFclassificationdithering
  Summary |  Full Text:PDF (994.4KB)

Radar Polarimetry and Polarimetric Interferometry
Shane CLOUDE  Konstantinos P. PAPATHANASSIOU  Eric POTTIER 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2001/12/01
Vol. E84-C  No. 12  pp. 1814-1822
Type of Manuscript: INVITED PAPER (Special Issue on New Technologies in Signal Processing for Electromagnetic-wave Sensing and Imaging)
Category: 
Keyword: 
radar polarimetrypolarimetric radar interferometryeigenvalue processingclassification
  Summary |  Full Text:PDF (615KB)

New Parameters for Classifying Digitally Modulated Unknown QAM and PSK Signals
Beom Soo KIM  Hwang Soo LEE 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2001/02/01
Vol. E84-B  No. 2  pp. 325-329
Type of Manuscript: LETTER
Category: Fundamental Theories
Keyword: 
classificationQAMPSK
  Summary |  Full Text:PDF (236KB)

Expressive Tests for Classification and Regression
Shinichi MORISHITA  Akihiro NAKAYA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/01/20
Vol. E83-D  No. 1  pp. 52-60
Type of Manuscript: INVITED PAPER (Special Issue on Surveys on Discovery Science)
Category: 
Keyword: 
classificationregressiondecision trees
  Summary |  Full Text:PDF (508.2KB)

A New Self-Organization Classification Algorithm for Remote-Sensing Images
Souichi OKA  Tomoaki OGAWA  Takayoshi ODA  Yoshiyasu TAKEFUJI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/01/20
Vol. E81-D  No. 1  pp. 132-136
Type of Manuscript: LETTER
Category: Algorithm and Computational Complexity
Keyword: 
neural networkself-organizationremote-sensingclassification
  Summary |  Full Text:PDF (999.3KB)

Use of Multi-Polarimetric Enhanced Images in SIR-C/X-SAR Land-Cover Classification
Takeshi NAGAI  Yoshio YAMAGUCHI  Hiroyoshi YAMADA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 1997/11/20
Vol. E80-B  No. 11  pp. 1696-1702
Type of Manuscript: PAPER
Category: Measurement and Metrology
Keyword: 
SAR image analysisradar polarimetryclassificationwavelet transformremote sensing
  Summary |  Full Text:PDF (1.1MB)

Symmetrical Properties and Bifurcations of the Equilibria for a Resistively Coupled Oscillator with Hybrid Connection
Olivier PAPY  Hiroshi KAWAKAMI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/12/20
Vol. E78-A  No. 12  pp. 1822-1827
Type of Manuscript: PAPER
Category: Nonlinear Problems
Keyword: 
symmetrybifurcationclassificationequilibrium
  Summary |  Full Text:PDF (380.2KB)

Symmetrical Properties and Bifurcations of the Periodic Solutions for a Hybridly Coupled Oscillator
Olivier PAPY  Hiroshi KAWAKAMI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/12/20
Vol. E78-A  No. 12  pp. 1816-1821
Type of Manuscript: PAPER
Category: Nonlinear Problems
Keyword: 
symmetrybifurcationclassificationperiodic solutions
  Summary |  Full Text:PDF (370.7KB)

JERS-1 SAR Image Analysis by Wavelet Transform
Yoshio YAMAGUCHI  Takeshi NAGAI  Hiroyoshi YAMADA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 1995/12/20
Vol. E78-B  No. 12  pp. 1617-1621
Type of Manuscript: Special Section LETTER (Special Issue on Satellite Remote Sensing)
Category: 
Keyword: 
radio applicationsSAR imageclassificationremote sensing
  Summary |  Full Text:PDF (669.3KB)

Rotation and Scaling Invariant Parameters of Textured Images and Its Applications
Yue WU  Yasuo YOSHIDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/08/20
Vol. E78-A  No. 8  pp. 944-950
Type of Manuscript: Special Section PAPER (Special Section on Digital Signal Processing)
Category: 
Keyword: 
textureclassificationWold decompostitonrotation and scaling invariant parameters
  Summary |  Full Text:PDF (676.3KB)

Evaluation of Self-Organized Learning in a Neural Network by Means of Mutual Information
Toshiko KIKUCHI  Takahide MATSUOKA  Toshiaki TAKEDA  Koichiro KISHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/05/20
Vol. E78-A  No. 5  pp. 579-582
Type of Manuscript: Special Section LETTER (Special Section of Letters Selected from the 1994 IEICE Fall Conference)
Category: 
Keyword: 
neural networkself-organizationclassificationmutual informationcompetitive learning
  Summary |  Full Text:PDF (262.5KB)

A Pattern Classifier--Modified AFC, and Handwritten Digit Recognition
Yitong ZHANG  Hideya TAKAHASHI  Kazuo SHIGETA  Eiji SHIMIZU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/10/20
Vol. E77-D  No. 10  pp. 1179-1185
Type of Manuscript: PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
AFC algorithmfuzzyclassificationneural networkshandwritten digit recongnition
  Summary |  Full Text:PDF (585.3KB)

Recognition of Line Shapes Using Neural Networks
Masaji KATAGIRI  Masakazu NAGURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/07/20
Vol. E77-D  No. 7  pp. 754-760
Type of Manuscript: Special Section PAPER (Special Issue on Document Analysis and Recognition)
Category: 
Keyword: 
recognitiondigital image processingartificial neural networkslearningclassification
  Summary |  Full Text:PDF (597.8KB)