Keyword : machine learning


Improved Majority Filtering Algorithm for Cleaning Class Label Noise in Supervised Learning
Muhammad Ammar MALIK Jae Young CHOI Moonsoo KANG Bumshik LEE 
Publication:   
Publication Date: 2019/11/01
Vol. E102-A  No. 11 ; pp. 1556-1559
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
label noisesupport vectorsmislabeled examplesmachine learning
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Learning-Based, Distributed Spectrum Observation System for Dynamic Spectrum Sharing in the 5G Era and Beyond
Masaki KITSUNEZUKA Kenta TSUKAMOTO Jun SAKAI Taichi OHTSUJI Kazuaki KUNIHIRO 
Publication:   
Publication Date: 2019/08/01
Vol. E102-B  No. 8 ; pp. 1526-1537
Type of Manuscript:  Special Section PAPER (Special Section on Technology Trials and Proof-of-Concept Activities for 5G and Beyond)
Category: 
Keyword: 
machine learningradio environmentspectrum sensingspectrum sharing
 Summary | Full Text:PDF

Methods for Adaptive Video Streaming and Picture Quality Assessment to Improve QoS/QoE Performances
Kenji KANAI Bo WEI Zhengxue CHENG Masaru TAKEUCHI Jiro KATTO 
Publication:   
Publication Date: 2019/07/01
Vol. E102-B  No. 7 ; pp. 1240-1247
Type of Manuscript:  INVITED PAPER (Special Section on Communication Technologies and Service Qualities in Various Access Networks)
Category: 
Keyword: 
video streamingpicture quality assessmentMPEG-DASHmachine learning
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Clustering Malicious DNS Queries for Blacklist-Based Detection
Akihiro SATOH Yutaka NAKAMURA Daiki NOBAYASHI Kazuto SASAI Gen KITAGATA Takeshi IKENAGA 
Publication:   
Publication Date: 2019/07/01
Vol. E102-D  No. 7 ; pp. 1404-1407
Type of Manuscript:  LETTER
Category: Information Network
Keyword: 
malwareblacklistDNS querymachine learning
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Weber Centralized Binary Fusion Descriptor for Fingerprint Liveness Detection
Asera WAYNE ASERA Masayoshi ARITSUGI 
Publication:   
Publication Date: 2019/07/01
Vol. E102-D  No. 7 ; pp. 1422-1425
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
fingerprint classificationliveness detectionmachine learningsupport vector machinesimage processing
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Medical Healthcare Network Platform and Big Data Analysis Based on Integrated ICT and Data Science with Regulatory Science
Ryuji KOHNO Takumi KOBAYASHI Chika SUGIMOTO Yukihiro KINJO Matti HÄMÄLÄINEN Jari IINATTI 
Publication:   
Publication Date: 2019/06/01
Vol. E102-B  No. 6 ; pp. 1078-1087
Type of Manuscript:  INVITED PAPER (Special Section on Healthcare, Medical Information and Communication Technology for Safe and Secure Society)
Category: 
Keyword: 
medical ICTbody area network (BAN)medical healthcarebig datamachine learningdependabilityregulatory science
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A Sequential Classifiers Combination Method to Reduce False Negative for Intrusion Detection System
Sornxayya PHETLASY Satoshi OHZAHATA Celimuge WU Toshihito KATO 
Publication:   
Publication Date: 2019/05/01
Vol. E102-D  No. 5 ; pp. 888-897
Type of Manuscript:  Special Section PAPER (Special Section on the Architectures, Protocols, and Applications for the Future Internet)
Category: 
Keyword: 
sequential classifiers combinationfalse negativeintrusion detectionmachine learning
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GUINNESS: A GUI Based Binarized Deep Neural Network Framework for Software Programmers
Hiroki NAKAHARA Haruyoshi YONEKAWA Tomoya FUJII Masayuki SHIMODA Shimpei SATO 
Publication:   
Publication Date: 2019/05/01
Vol. E102-D  No. 5 ; pp. 1003-1011
Type of Manuscript:  Special Section PAPER (Special Section on Reconfigurable Systems)
Category: Design Tools
Keyword: 
machine learningdeep learningpruningFPGA
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A Highly Accurate Transportation Mode Recognition Using Mobile Communication Quality
Wataru KAWAKAMI Kenji KANAI Bo WEI Jiro KATTO 
Publication:   
Publication Date: 2019/04/01
Vol. E102-B  No. 4 ; pp. 741-750
Type of Manuscript:  Special Section PAPER (Special Section on Sensing, Wireless Networking, Data Collection, Analysis and Processing Technologies for Ambient Intelligence with Internet of Things)
Category: 
Keyword: 
mobile sensingtransportation mode recognitioncommunication qualitymachine learningdeep learningquality of service
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Proactive Failure Detection Learning Generation Patterns of Large-Scale Network Logs
Tatsuaki KIMURA Akio WATANABE Tsuyoshi TOYONO Keisuke ISHIBASHI 
Publication:   
Publication Date: 2019/02/01
Vol. E102-B  No. 2 ; pp. 306-316
Type of Manuscript:  PAPER
Category: Network Management/Operation
Keyword: 
syslognetwork managementfailure detectionmachine learning
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Automated Detection of Children at Risk of Chinese Handwriting Difficulties Using Handwriting Process Information: An Exploratory Study
Zhiming WU Tao LIN Ming LI 
Publication:   
Publication Date: 2019/01/01
Vol. E102-D  No. 1 ; pp. 147-155
Type of Manuscript:  PAPER
Category: Educational Technology
Keyword: 
handwriting difficultyautomated detectionmachine learningdata imbalance
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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 recognitionmachine learningfeature selection
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Improvement of Anomaly Detection Performance Using Packet Flow Regularity in Industrial Control Networks
Kensuke TAMURA Kanta MATSUURA 
Publication:   
Publication Date: 2019/01/01
Vol. E102-A  No. 1 ; pp. 65-73
Type of Manuscript:  Special Section PAPER (Special Section on Cryptography and Information Security)
Category: 
Keyword: 
industrial control systemsanomaly detectionnatural language processingmachine learningword2vec
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Empirical Evaluation and Optimization of Hardware-Trojan Classification for Gate-Level Netlists Based on Multi-Layer Neural Networks
Kento HASEGAWA Masao YANAGISAWA Nozomu TOGAWA 
Publication:   
Publication Date: 2018/12/01
Vol. E101-A  No. 12 ; pp. 2320-2326
Type of Manuscript:  Special Section LETTER (Special Section on VLSI Design and CAD Algorithms)
Category: 
Keyword: 
hardware Trojandetectiongate-level netlistmulti-layer neural networksmachine learning
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Food Intake Detection and Classification Using a Necklace-Type Piezoelectric Wearable Sensor System
Ghulam HUSSAIN Kamran JAVED Jundong CHO Juneho YI 
Publication:   
Publication Date: 2018/11/01
Vol. E101-D  No. 11 ; pp. 2795-2807
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
wearable sensornutrition monitoringmachine learningwireless health
 Summary | Full Text:PDF | Errata[Uploaded on December 1,2018]

Advanced Ensemble Adversarial Example on Unknown Deep Neural Network Classifiers
Hyun KWON Yongchul KIM Ki-Woong PARK Hyunsoo YOON Daeseon CHOI 
Publication:   
Publication Date: 2018/10/01
Vol. E101-D  No. 10 ; pp. 2485-2500
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
adversarial exampleneural networksensemble adversarial examplemachine learning
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Dynamic Fixed-Point Design of Neuromorphic Computing Systems
Yongshin KANG Jaeyong CHUNG 
Publication:   
Publication Date: 2018/10/01
Vol. E101-C  No. 10 ; pp. 840-844
Type of Manuscript:  BRIEF PAPER
Category: Microwaves, Millimeter-Waves
Keyword: 
neural networkmachine learningVLSI
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Hardware Architecture for High-Speed Object Detection Using Decision Tree Ensemble
Koichi MITSUNARI Jaehoon YU Takao ONOYE Masanori HASHIMOTO 
Publication:   
Publication Date: 2018/09/01
Vol. E101-A  No. 9 ; pp. 1298-1307
Type of Manuscript:  Special Section PAPER (Special Section on Intelligent Transport Systems)
Category: 
Keyword: 
decision tree ensembletask schedulingobject detectionmachine learningembedded systems
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Co-Propagation with Distributed Seeds for Salient Object Detection
Yo UMEKI Taichi YOSHIDA Masahiro IWAHASHI 
Publication:   
Publication Date: 2018/06/01
Vol. E101-D  No. 6 ; pp. 1640-1647
Type of Manuscript:  PAPER
Category: Image Processing and Video Processing
Keyword: 
salient object detectionlabel propagationmachine learningSIFTHDCT
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Performance Evaluation of Pipeline-Based Processing for the Caffe Deep Learning Framework
Ayae ICHINOSE Atsuko TAKEFUSA Hidemoto NAKADA Masato OGUCHI 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1042-1052
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
deep learningmachine learningdistributed processingcloud computinglife-log analysis
 Summary | Full Text:PDF

An FPGA Realization of a Random Forest with k-Means Clustering Using a High-Level Synthesis Design
Akira JINGUJI Shimpei SATO Hiroki NAKAHARA 
Publication:   
Publication Date: 2018/02/01
Vol. E101-D  No. 2 ; pp. 354-362
Type of Manuscript:  Special Section PAPER (Special Section on Reconfigurable Systems)
Category: Emerging Applications
Keyword: 
machine learningrandom forestk-means clusteringFPGA
 Summary | Full Text:PDF

A Threshold Neuron Pruning for a Binarized Deep Neural Network on an FPGA
Tomoya FUJII Shimpei SATO Hiroki NAKAHARA 
Publication:   
Publication Date: 2018/02/01
Vol. E101-D  No. 2 ; pp. 376-386
Type of Manuscript:  Special Section PAPER (Special Section on Reconfigurable Systems)
Category: Emerging Applications
Keyword: 
machine learningdeep learningpruningFPGA
 Summary | Full Text:PDF

Trojan-Net Feature Extraction and Its Application to Hardware-Trojan Detection for Gate-Level Netlists Using Random Forest
Kento HASEGAWA Masao YANAGISAWA Nozomu TOGAWA 
Publication:   
Publication Date: 2017/12/01
Vol. E100-A  No. 12 ; pp. 2857-2868
Type of Manuscript:  Special Section PAPER (Special Section on VLSI Design and CAD Algorithms)
Category: 
Keyword: 
hardware Trojangate-level netlistTrojan-net featurerandom forestmachine learning
 Summary | Full Text:PDF

Behavior-Level Analysis of a Successive Stochastic Approximation Analog-to-Digital Conversion System for Multi-Channel Biomedical Data Acquisition
Sadahiro TANI Toshimasa MATSUOKA Yusaku HIRAI Toshifumi KURATA Keiji TATSUMI Tomohiro ASANO Masayuki UEDA Takatsugu KAMATA 
Publication:   
Publication Date: 2017/10/01
Vol. E100-A  No. 10 ; pp. 2073-2085
Type of Manuscript:  PAPER
Category: Analog Signal Processing
Keyword: 
SAR-ADCDAC error calibrationstochastic A/D conversionmismatchmachine learning
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Using Machine Learning for Automatic Estimation of Emphases in Japanese Documents
Masaki MURATA Yuki ABE 
Publication:   
Publication Date: 2017/10/01
Vol. E100-D  No. 10 ; pp. 2669-2672
Type of Manuscript:  LETTER
Category: Natural Language Processing
Keyword: 
machine learningautomatic estimationemphasisboldconditional random fields
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Kernel CCA Based Transfer Learning for Software Defect Prediction
Ying MA Shunzhi ZHU Yumin CHEN Jingjing LI 
Publication:   
Publication Date: 2017/08/01
Vol. E100-D  No. 8 ; pp. 1903-1906
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
machine learningdefect predictiontransfer learningkernel canonical correlation analysis
 Summary | Full Text:PDF

Incidence Rate Prediction of Diabetes from Medical Checkup Data
Masakazu MORIMOTO Naotake KAMIURA Yutaka HATA Ichiro YAMAMOTO 
Publication:   
Publication Date: 2017/08/01
Vol. E100-D  No. 8 ; pp. 1642-1646
Type of Manuscript:  Special Section PAPER (Special Section on Multiple-Valued Logic and VLSI Computing)
Category: Soft Computing
Keyword: 
specific health examinationlifestyle-related diseasemachine learning
 Summary | Full Text:PDF

A Hardware-Trojan Classification Method Using Machine Learning at Gate-Level Netlists Based on Trojan Features
Kento HASEGAWA Masao YANAGISAWA Nozomu TOGAWA 
Publication:   
Publication Date: 2017/07/01
Vol. E100-A  No. 7 ; pp. 1427-1438
Type of Manuscript:  Special Section PAPER (Special Section on Design Methodologies for System on a Chip)
Category: 
Keyword: 
hardware Trojangate-level netlistmachine learningsupport vector machine (SVM)neural network (NN)
 Summary | Full Text:PDF

A Machine Learning Model for Wide Area Network Intelligence with Application to Multimedia Service
Yiqiang SHENG Jinlin WANG Yi LIAO Zhenyu ZHAO 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2016/11/01
Vol. E99-B  No. 11 ; pp. 2263-2270
Type of Manuscript:  Special Section PAPER (Special Section on Deepening and Expanding of Information Network Science)
Category: 
Keyword: 
machine learningwide area networkterminal-related systemsmultimedia service
 Summary | Full Text:PDF

Revisiting the Regression between Raw Outputs of Image Quality Metrics and Ground Truth Measurements
Chanho JUNG Sanghyun JOO Do-Won NAM Wonjun KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/11/01
Vol. E99-D  No. 11 ; pp. 2778-2787
Type of Manuscript:  PAPER
Category: Image Processing and Video Processing
Keyword: 
machine learningimage quality assessment (IQA)image quality metric (IQM)DMOShuman visual system
 Summary | Full Text:PDF

The Novel Performance Evaluation Method of the Fingerprinting-Based Indoor Positioning
Shutchon PREMCHAISAWATT Nararat RUANGCHAIJATUPON 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/08/01
Vol. E99-D  No. 8 ; pp. 2131-2139
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
indoor positioningmachine learningfingerprintingpunishment cost
 Summary | Full Text:PDF

Guide Automatic Vectorization by means of Machine Learning: A Case Study of Tensor Contraction Kernels
Antoine TROUVÉ Arnaldo J. CRUZ Kazuaki J. MURAKAMI Masaki ARAI Tadashi NAKAHIRA Eiji YAMANAKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/06/01
Vol. E99-D  No. 6 ; pp. 1585-1594
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
automatic vectorizationmachine learningsoftware optimization
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Combining Human Action Sensing of Wheelchair Users and Machine Learning for Autonomous Accessibility Data Collection
Yusuke IWASAWA Ikuko EGUCHI YAIRI Yutaka MATSUO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/04/01
Vol. E99-D  No. 4 ; pp. 1153-1161
Type of Manuscript:  PAPER
Category: Rehabilitation Engineering and Assistive Technology
Keyword: 
street-level accessibilitywearable sensorassistive technologymachine learning
 Summary | Full Text:PDF

Incorporation of Target Specific Knowledge for Sentiment Analysis on Microblogging
Yongyos KAEWPITAKKUN Kiyoaki SHIRAI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/04/01
Vol. E99-D  No. 4 ; pp. 959-968
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
sentiment analysismachine learningmicrobloggingsentiment lexiconpolarity of target
 Summary | Full Text:PDF

Automating URL Blacklist Generation with Similarity Search Approach
Bo SUN Mitsuaki AKIYAMA Takeshi YAGI Mitsuhiro HATADA Tatsuya MORI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/04/01
Vol. E99-D  No. 4 ; pp. 873-882
Type of Manuscript:  Special Section PAPER (Special Section on Information and Communication System Security)
Category: Web security
Keyword: 
drive-by-downloadURL blacklistsearch spacemachine learningweb client honeypot
 Summary | Full Text:PDF

Using Bregmann Divergence Regularized Machine for Comparison of Molecular Local Structures
Raissa RELATOR Nozomi NAGANO Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/01/01
Vol. E99-D  No. 1 ; pp. 275-278
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
machine learningBregmann divergencemolecular structureslocal structure comparison
 Summary | Full Text:PDF

A RAT Detection Method Based on Network Behavior of the Communication's Early Stage
Dan JIANG Kazumasa OMOTE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/01/01
Vol. E99-A  No. 1 ; pp. 145-153
Type of Manuscript:  Special Section PAPER (Special Section on Cryptography and Information Security)
Category: 
Keyword: 
Remote Access Trojan (RAT)machine learningnetwork detection
 Summary | Full Text:PDF

Penalized AdaBoost: Improving the Generalization Error of Gentle AdaBoost through a Margin Distribution
Shuqiong WU Hiroshi NAGAHASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/11/01
Vol. E98-D  No. 11 ; pp. 1906-1915
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
Gentle AdaBoostgeneralization errormachine learningmodest AdaBoosttraining error
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Boosted Random Forest
Yohei MISHINA Ryuei MURATA Yuji YAMAUCHI Takayoshi YAMASHITA Hironobu FUJIYOSHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/09/01
Vol. E98-D  No. 9 ; pp. 1630-1636
Type of Manuscript:  Special Section PAPER (Special Section on Optimization and Learning Algorithms of Small Embedded Devices and Related Software/Hardware Implementation)
Category: 
Keyword: 
BoostingRandom Forestmachine learningpattern recognition
 Summary | Full Text:PDF

Classification of Electromagnetic Radiation Source Models Based on Directivity with the Method of Machine Learning
Zhuo LIU Dan SHI Yougang GAO Junjian BI Zhiliang TAN Jingjing SHI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2015/07/01
Vol. E98-B  No. 7 ; pp. 1227-1234
Type of Manuscript:  Special Section PAPER (Special Section on Electromagnetic Compatibility Technology in Conjunction with Main Topics of EMC'14/Tokyo)
Category: 
Keyword: 
classificationdirectivityradiation patternmachine learningcube receiving array
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Multiple Binary Codes for Fast Approximate Similarity Search
Shinichi SHIRAKAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/03/01
Vol. E98-D  No. 3 ; pp. 671-680
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
similarity searchbinary hashapproximate nearest neighbor searchmachine learningimage retrieval
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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 learningsupport vector machineautomatic vectorizationsoftware characteristics
 Summary | Full Text:PDF

Edge-over-Erosion Error Prediction Method Based on Multi-Level Machine Learning Algorithm
Daisuke FUKUDA Kenichi WATANABE Naoki IDANI Yuji KANAZAWA Masanori HASHIMOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/12/01
Vol. E97-A  No. 12 ; pp. 2373-2382
Type of Manuscript:  Special Section PAPER (Special Section on VLSI Design and CAD Algorithms)
Category: Device and Circuit Modeling and Analysis
Keyword: 
Edge-over-ErosionCMPmanufacturabilitymachine learning
 Summary | Full Text:PDF

Balanced Neighborhood Classifiers for Imbalanced Data Sets
Shunzhi ZHU Ying MA Weiwei PAN Xiatian ZHU Guangchun LUO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/12/01
Vol. E97-D  No. 12 ; pp. 3226-3229
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
machine learningclass imbalanceclass distributionclassification
 Summary | Full Text:PDF

Unsupervised Learning Model for Real-Time Anomaly Detection in Computer Networks
Kriangkrai LIMTHONG Kensuke FUKUDA Yusheng JI Shigeki YAMADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/08/01
Vol. E97-D  No. 8 ; pp. 2084-2094
Type of Manuscript:  PAPER
Category: Information Network
Keyword: 
machine learningmultivariate normal distributionnearest neighborone-class support vector machine
 Summary | Full Text:PDF

Tree-Based Ensemble Multi-Task Learning Method for Classification and Regression
Jaak SIMM Ildefons MAGRANS DE ABRIL Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/06/01
Vol. E97-D  No. 6 ; pp. 1677-1681
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
machine learningmulti-task learningtree-based methodsensemble methods
 Summary | Full Text:PDF

An Accurate Packer Identification Method Using Support Vector Machine
Ryoichi ISAWA Tao BAN Shanqing GUO Daisuke INOUE Koji NAKAO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/01/01
Vol. E97-A  No. 1 ; pp. 253-263
Type of Manuscript:  Special Section PAPER (Special Section on Cryptography and Information Security)
Category: Foundations
Keyword: 
malware analysispackunpackmachine learningSVM
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Asymmetric Learning Based on Kernel Partial Least Squares for Software Defect Prediction
Guangchun LUO Ying MA Ke QIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/07/01
Vol. E95-D  No. 7 ; pp. 2006-2008
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
defect predictionclass imbalancekernel partial least squaresmachine learning
 Summary | Full Text:PDF

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 learningdefect predictionactive learningsupport vector machine
 Summary | Full Text:PDF

Kernel Based Asymmetric Learning for Software Defect Prediction
Ying MA Guangchun LUO Hao CHEN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/01/01
Vol. E95-D  No. 1 ; pp. 267-270
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
defect predictionclass imbalancekernel principal component analysismachine learning
 Summary | Full Text:PDF

Adaptive Online Prediction Using Weighted Windows
Shin-ichi YOSHIDA Kohei HATANO Eiji TAKIMOTO Masayuki TAKEDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10 ; pp. 1917-1923
Type of Manuscript:  Special Section PAPER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
machine learningdata streamonline learningsliding window
 Summary | Full Text:PDF

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

Integration of Multiple Bilingually-Trained Segmentation Schemes into Statistical Machine Translation
Michael PAUL Andrew FINCH Eiichiro SUMITA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/03/01
Vol. E94-D  No. 3 ; pp. 690-697
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
statistical machine translationword segmentationmachine learningAsian languages
 Summary | Full Text:PDF

A Corpus-Based Approach for Automatic Thai Unknown Word Recognition Using Boosting Techniques
Jakkrit TECHO Cholwich NATTEE Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/12/01
Vol. E92-D  No. 12 ; pp. 2321-2333
Type of Manuscript:  Special Section PAPER (Special Section on Natural Language Processing and its Applications)
Category: Unknown Word Processing
Keyword: 
unknown word recognitionword boundary detectiondata miningmachine learningensemble learning
 Summary | Full Text:PDF

Sentence Topics Based Knowledge Acquisition for Question Answering
Hyo-Jung OH Bo-Hyun YUN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/04/01
Vol. E91-D  No. 4 ; pp. 969-975
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge-Based Software Engineering)
Category: Knowledge Engineering
Keyword: 
knowledge acquisitionmachine learningquestion answering
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SVM and Collaborative Filtering-Based Prediction of User Preference for Digital Fashion Recommendation Systems
Hanhoon KANG Seong Joon YOO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/12/01
Vol. E90-D  No. 12 ; pp. 2100-2103
Type of Manuscript:  LETTER
Category: Data Mining
Keyword: 
personalized searchrecommendationmachine learning
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A Machine Learning Approach for an Indonesian-English Cross Language Question Answering System
Ayu PURWARIANTI Masatoshi TSUCHIYA Seiichi NAKAGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/11/01
Vol. E90-D  No. 11 ; pp. 1841-1852
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
Cross Language Question AnsweringIndonesian-English CLQAlimited resource languagemachine learning
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A Model-Based Learning Process for Modeling Coarticulation of Human Speech
Jianguo WEI Xugang LU Jianwu DANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/10/01
Vol. E90-D  No. 10 ; pp. 1582-1591
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System)
Category: 
Keyword: 
machine learningoptimizationhuman mechanismspeechphysiological articulatory model
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Machine Learning Based English-to-Korean Transliteration Using Grapheme and Phoneme Information
Jong-Hoon OH Key-Sun CHOI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/07/01
Vol. E88-D  No. 7 ; pp. 1737-1748
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
machine transliterationmachine learninginformation retrievalmachine translationnatural language processing
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Improving Keyword Recognition of Spoken Queries by Combining Multiple Speech Recognizer's Outputs for Speech-driven WEB Retrieval Task
Masahiko MATSUSHITA Hiromitsu NISHIZAKI Takehito UTSURO Seiichi NAKAGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/03/01
Vol. E88-D  No. 3 ; pp. 472-480
Type of Manuscript:  Special Section PAPER (Special Section on Corpus-Based Speech Technologies)
Category: Spoken Language Systems
Keyword: 
speech recognitionmachine learningmultiple LVCSR modelsWEB retrieval
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User Preference Mining through Hybrid Collaborative Filtering and Content-Based Filtering in Recommendation System
Kyung-Yong JUNG Jung-Hyun LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/12/01
Vol. E87-D  No. 12 ; pp. 2781-2790
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
data miningcollaborative filteringcontent-based filteringmachine learningretrieval informationhybrid filtering
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Efficient Masquerade Detection Using SVM Based on Common Command Frequency in Sliding Windows
Han-Sung KIM Sung-Deok CHA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/11/01
Vol. E87-D  No. 11 ; pp. 2446-2452
Type of Manuscript:  PAPER
Category: Application Information Security
Keyword: 
intrusion detectionmasquerade detectionanomaly detectionmachine learningSVM (Support Vector Machine)user command
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Sounds of Speech Based Spoken Document Categorization: A Subword Representation Method
Weidong QU Katsuhiko SHIRAI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/05/01
Vol. E87-D  No. 5 ; pp. 1175-1184
Type of Manuscript:  Special Section PAPER (Special Section on Speech Dynamics by Ear, Eye, Mouth and Machine)
Category: 
Keyword: 
spoken document categorizationsubword unit representationssleeping experts algorithmsmachine learning
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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
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Improving Precision of the Subspace Information Criterion
Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/07/01
Vol. E86-A  No. 7 ; pp. 1885-1895
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
machine learninggeneralization capabilitysubspace information criteriongeneralized inverseunbiased estimatorvariance
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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
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Suitable Domains for Using Ordered Attribute Trees to Impute Missing Values
Oscar-Ortega LOBO Masayuki NUMAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/02/01
Vol. E84-D  No. 2 ; pp. 262-270
Type of Manuscript:  PAPER
Category: Databases
Keyword: 
machine learningincomplete datadecision treesmutual information analysisordered attribute trees method
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On the Necessity of Special Mechanisms for Handling Types in Inductive Logic Programming
Yutaka SASAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/10/25
Vol. E82-D  No. 10 ; pp. 1401-1408
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
inductive logic programmingmachine learningtype hierarchy
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Learning from Expert Hypotheses and Training Examples
Shigeo KANEDA Hussein ALMUALLIM Yasuhiro AKIBA Megumi ISHII 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/12/25
Vol. E80-D  No. 12 ; pp. 1205-1214
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
machine learningdecision treeexpert hypothesestraining examples
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Learning Levels in Intelligent Tutoring Systems
Vadim L. STEFANUK 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/09/25
Vol. E78-D  No. 9 ; pp. 1103-1107
Type of Manuscript:  Special Section PAPER (Special Issue on Knowledge Based Software Engineering)
Category: Methodologies
Keyword: 
intelligent tutoringeducation processknowledge based systemslearning levelsmachine learning
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An Approach to Concept Formation Based on Formal Concept Analysis
Tu Bao HO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/05/25
Vol. E78-D  No. 5 ; pp. 553-559
Type of Manuscript:  Special Section PAPER (Special Issue on Algorithmic Learning Theory)
Category: Machine Learning and Its Applications
Keyword: 
machine learningconcept formationformal concept analysisconcept latticeconcept hierarchy
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A Stochastic Parallel Algorithm for Supervised Learning in Neural Networks
Abhijit S. PANDYA Kutalapatata P. VENUGOPAL 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/04/25
Vol. E77-D  No. 4 ; pp. 376-384
Type of Manuscript:  Special Section PAPER (Special Issue on Neurocomputing)
Category: Learning
Keyword: 
machine learningneural networksparallel computingpattern recognition
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