Keyword : machine learning


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
 Summary | Full Text:PDF(1.2MB)

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
 Summary | Full Text:PDF(1.9MB)

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
 Summary | Full Text:PDF(3.3MB)

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
 Summary | Full Text:PDF(1.3MB)

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(923.1KB)

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
 Summary | Full Text:PDF(502.2KB)

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
 Summary | Full Text:PDF(978KB)

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
 Summary | Full Text:PDF(324.3KB)

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(3.6MB) | 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
 Summary | Full Text:PDF(5.3MB)

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
 Summary | Full Text:PDF(348.7KB)

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
 Summary | Full Text:PDF(2.6MB)

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
 Summary | Full Text:PDF(1.8MB)

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(3.3MB)

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(1.2MB)

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(1.4MB)

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(1.2MB)

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
 Summary | Full Text:PDF(2.1MB)

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
 Summary | Full Text:PDF(71.8KB)

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(881.8KB)

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(188KB)

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(1MB)

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(1.5MB)

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(4.4MB)

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(882.6KB)

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
 Summary | Full Text:PDF(2.1MB)

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(2MB)

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(1.5MB)

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(374.1KB)

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(119.3KB)

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(1.3MB)

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
 Summary | Full Text:PDF(2MB)

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(744.9KB)

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
 Summary | Full Text:PDF(2.9MB)

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
 Summary | Full Text:PDF(1.2MB)

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(1.9MB)

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(546.1KB)

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(867KB)

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(1019.5KB)

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(180.3KB)

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
 Summary | Full Text:PDF(1.4MB)

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(64.6KB)

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(146KB)

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(73KB)

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(392.6KB)

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(526.6KB)

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(441.9KB)

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(1.9MB)

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
 Summary | Full Text:PDF(1.5MB)

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
 Summary | Full Text:PDF(306.7KB)

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
 Summary | Full Text:PDF(523KB)

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
 Summary | Full Text:PDF(473.7KB)

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
 Summary | Full Text:PDF(1.4MB)

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
 Summary | Full Text:PDF(1.7MB)

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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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(248.5KB)

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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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(336.7KB)

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
 Summary | Full Text:PDF(821.7KB)

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
 Summary | Full Text:PDF(482.5KB)

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
 Summary | Full Text:PDF(563.8KB)

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
 Summary | Full Text:PDF(832.4KB)