Keyword : data mining


Cross-Validation-Based Association Rule Prioritization Metric for Software Defect Characterization
Takashi WATANABE Akito MONDEN Zeynep YÜCEL Yasutaka KAMEI Shuji MORISAKI 
Publication:   
Publication Date: 2018/09/01
Vol. E101-D  No. 9 ; pp. 2269-2278
Type of Manuscript:  PAPER
Category: Software Engineering
Keyword: 
association rule miningdefect predictioncross-validationdata miningsoftware quality
 Summary | Full Text:PDF(1.4MB)

Detecting Anomalous Reviewers and Estimating Summaries from Early Reviews Considering Heterogeneity
Yasuhito ASANO Junpei KAWAMOTO 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1003-1011
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
early reviewsheterogeneitydata miningbipartite graph
 Summary | Full Text:PDF(331.3KB)

Community Discovery on Multi-View Social Networks via Joint Regularized Nonnegative Matrix Triple Factorization
Liangliang ZHANG Longqi YANG Yong GONG Zhisong PAN Yanyan ZHANG Guyu HU 
Publication:   
Publication Date: 2017/06/01
Vol. E100-D  No. 6 ; pp. 1262-1270
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
data miningcommunity discoverysocial networknonnegative matrix factorization
 Summary | Full Text:PDF(758.6KB)

Predicting Performance of Collaborative Storytelling Using Multimodal Analysis
Shogo OKADA Mi HANG Katsumi NITTA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/06/01
Vol. E99-D  No. 6 ; pp. 1462-1473
Type of Manuscript:  Special Section PAPER (Special Section on Human Cognition and Behavioral Science and Technology)
Category: 
Keyword: 
storytelling performancemultimodal interactioninferencedata miningsmall groupconversation analysis
 Summary | Full Text:PDF(835.6KB)

Discovery of Regular and Irregular Spatio-Temporal Patterns from Location-Based SNS by Diffusion-Type Estimation
Yoshitatsu MATSUDA Kazunori YAMAGUCHI Ken-ichiro NISHIOKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/09/01
Vol. E98-D  No. 9 ; pp. 1675-1682
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
data miningSNSspatio-temporal patterndiffusion-type formulaBayesian estimationprincipal component analysis
 Summary | Full Text:PDF(975.3KB)

Predicting Research Trends Identified by Research Histories via Breakthrough Researches
Nagayoshi YAMASHITA Masayuki NUMAO Ryutaro ICHISE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/02/01
Vol. E98-D  No. 2 ; pp. 355-362
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
scientometricsdata mininggrant application analysis
 Summary | Full Text:PDF(779.8KB)

A Two-Stage Classifier That Identifies Charge and Punishment under Criminal Law of Civil Law System
Sotarat THAMMABOOSADEE Bunthit WATANAPA Jonathan H. CHAN Udom SILPARCHA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/04/01
Vol. E97-D  No. 4 ; pp. 864-875
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
criminal lawdata miningdecision treelegal reasoningneural network
 Summary | Full Text:PDF(1.6MB)

A New Hybrid Approach for Privacy Preserving Distributed Data Mining
Chongjing SUN Hui GAO Junlin ZHOU Yan FU Li SHE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/04/01
Vol. E97-D  No. 4 ; pp. 876-883
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
data miningprivacy preservingsecure multi-party computationorthogonal transformationInner product operation
 Summary | Full Text:PDF(520.7KB)

Evaluation of Space Filling Curves for Lower-Dimensional Transformation of Image Histogram Sequences
Jeonggon LEE Bum-Soo KIM Mi-Jung CHOI Yang-Sae MOON 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/10/01
Vol. E96-D  No. 10 ; pp. 2277-2281
Type of Manuscript:  LETTER
Category: Data Engineering, Web Information Systems
Keyword: 
data miningtime-series dataspace filling curvelower-dimensional transformation
 Summary | Full Text:PDF(1.7MB)

Scalable Privacy-Preserving t-Repetition Protocol with Distributed Medical Data
Ji Young CHUN Dowon HONG Dong Hoon LEE Ik Rae JEONG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2012/12/01
Vol. E95-A  No. 12 ; pp. 2451-2460
Type of Manuscript:  PAPER
Category: Cryptography and Information Security
Keyword: 
t-repetitionrare casesset operationdata miningprivacy
 Summary | Full Text:PDF(1MB)

Patent Registration Prediction Methodology Using Multivariate Statistics
Won-Gyo JUNG Sang-Sung PARK Dong-Sik JANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/11/01
Vol. E94-D  No. 11 ; pp. 2219-2226
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
patentneural networkpattern recognitiondata miningtext mining
 Summary | Full Text:PDF(1.3MB)

Linear Detrending Subsequence Matching in Time-Series Databases
Myeong-Seon GIL Yang-Sae MOON Bum-Soo KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/04/01
Vol. E94-D  No. 4 ; pp. 917-920
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
data miningtime-series databasessimilar sequence matchinglinear detrendingsubsequence matching
 Summary | Full Text:PDF(345.7KB)

Efficient Discovery of Highly Interrelated Users in One-Way Communications
Jihwan SONG Deokmin HAAM Yoon-Joon LEE Myoung-Ho KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/03/01
Vol. E94-D  No. 3 ; pp. 714-717
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
data miningsequential patternApriori property violation
 Summary | Full Text:PDF(851KB)

Query-by-Sketch Image Retrieval Using Similarity in Stroke Order
Takashi HISAMORI Toru ARIKAWA Gosuke OHASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/06/01
Vol. E93-D  No. 6 ; pp. 1459-1469
Type of Manuscript:  Special Section PAPER (Special Section on Info-Plosion)
Category: Image Retrieval
Keyword: 
data miningExpected Search Length (ESL)image retrievalrelevance feedback
 Summary | Full Text:PDF(975.1KB)

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)

On Identifying Useful Patterns to Analyze Products in Retail Transaction Databases
Unil YUN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/12/01
Vol. E92-D  No. 12 ; pp. 2430-2438
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
data miningweighted pattern miningws-confidenceweighted support affinity
 Summary | Full Text:PDF(815.1KB)

An Efficient Algorithm for Sliding Window-Based Weighted Frequent Pattern Mining over Data Streams
Chowdhury Farhan AHMED Syed Khairuzzaman TANBEER Byeong-Soo JEONG Young-Koo LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/07/01
Vol. E92-D  No. 7 ; pp. 1369-1381
Type of Manuscript:  Special Section PAPER (Special Section on Large Scale Algorithms for Learning and Optimization)
Category: 
Keyword: 
data mininglarge-scale datadata streamsweighted frequent pattern mining
 Summary | Full Text:PDF(944.1KB)

Privacy Protection by Matrix Transformation
Weijia YANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/04/01
Vol. E92-D  No. 4 ; pp. 740-741
Type of Manuscript:  LETTER
Category: Data Mining
Keyword: 
data miningprivacy preservingrandomization
 Summary | Full Text:PDF(64.2KB)

Hybrid Lower-Dimensional Transformation for Similar Sequence Matching
Yang-Sae MOON Jinho KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/03/01
Vol. E92-D  No. 3 ; pp. 541-544
Type of Manuscript:  LETTER
Category: Data Mining
Keyword: 
databasesdata miningsimilar sequence matchingtime-series datalower-dimensional transformation
 Summary | Full Text:PDF(191.2KB)

Link of Data Synchronization to Self-Organizing Map Algorithm
Takaya MIYANO Takako TSUTSUI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/01/01
Vol. E92-A  No. 1 ; pp. 263-269
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
collective synchronizationdata miningself-organizing map
 Summary | Full Text:PDF(231.3KB)

Handling Dynamic Weights in Weighted Frequent Pattern Mining
Chowdhury Farhan AHMED Syed Khairuzzaman TANBEER Byeong-Soo JEONG Young-Koo LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/11/01
Vol. E91-D  No. 11 ; pp. 2578-2588
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System)
Category: Knowledge Discovery and Data Mining
Keyword: 
data miningknowledge discoveryweighted frequent pattern miningdynamic weight
 Summary | Full Text:PDF(747.7KB)

Mining Regular Patterns in Transactional Databases
Syed Khairuzzaman TANBEER Chowdhury Farhan AHMED Byeong-Soo JEONG Young-Koo LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/11/01
Vol. E91-D  No. 11 ; pp. 2568-2577
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System)
Category: Knowledge Discovery and Data Mining
Keyword: 
data miningpattern miningregular patternperiodic pattern
 Summary | Full Text:PDF(585.4KB)

Finding Frequent Closed Itemsets in Sliding Window in Linear Time
Junbo CHEN Bo ZHOU Lu CHEN Xinyu WANG Yiqun DING 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/10/01
Vol. E91-D  No. 10 ; pp. 2406-2418
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
frequent itemsetsclosed itemsetsonline algorithmassociation rulesdata mining
 Summary | Full Text:PDF(782.6KB)

Finding Major Patterns of Aging Process by Data Synchronization
Takaya MIYANO Takako TSUTSUI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/09/01
Vol. E91-A  No. 9 ; pp. 2514-2519
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Soft Computing
Keyword: 
collective synchronizationdata mininghealth information technologycare needs certification
 Summary | Full Text:PDF(186.9KB)

A Flexible Personal Data Disclosure Method Based on Anonymity Quantification
Miyuki IMADA Masakatsu OHTA Mitsuo TERAMOTO Masayasu YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2007/12/01
Vol. E90-B  No. 12 ; pp. 3460-3469
Type of Manuscript:  Special Section PAPER (Special Section on Ubiquitous Sensor Networks)
Category: 
Keyword: 
privacy protectiondata miningentropyanonymitycrime-information-sharing service
 Summary | Full Text:PDF(1MB)

Fast Normalization-Transformed Subsequence Matching in Time-Series Databases
Yang-Sae MOON Jinho KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/12/01
Vol. E90-D  No. 12 ; pp. 2007-2018
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
data miningtime-series databasessubsequence matchingnormalization transform
 Summary | Full Text:PDF(1.7MB)

Incorporating Metadata into Data Mining with Ontology
Guoqi LI Huanye SHENG Xun FAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/06/01
Vol. E90-D  No. 6 ; pp. 983-985
Type of Manuscript:  LETTER
Category: Data Mining
Keyword: 
data miningontologydatabase schemaprior knowledge
 Summary | Full Text:PDF(164.5KB)

Competing Behavior of Two Kinds of Self-Organizing Maps and Its Application to Clustering
Haruna MATSUSHITA Yoshifumi NISHIO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2007/04/01
Vol. E90-A  No. 4 ; pp. 865-871
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
self-organizing mapsclusteringdata miningdata extraction
 Summary | Full Text:PDF(1.8MB)

Mining Frequent Patterns Securely in Distributed System
Jiahong WANG Takuya FUKASAWA Shintaro URABE Toyoo TAKATA Masatoshi MIYAZAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/11/01
Vol. E89-D  No. 11 ; pp. 2739-2747
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
data miningdistributed computingprivacy-preservingperformance evaluation
 Summary | Full Text:PDF(514KB)

Mining Communities on the Web Using a Max-Flow and a Site-Oriented Framework
Yasuhito ASANO Takao NISHIZEKI Masashi TOYODA Masaru KITSUREGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/10/01
Vol. E89-D  No. 10 ; pp. 2606-2615
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
Webdata miningsitemax-flowsite-oriented framework
 Summary | Full Text:PDF(334.1KB)

The Bump Hunting Method Using the Genetic Algorithm with the Extreme-Value Statistics
Takahiro YUKIZANE Shin-ya OHI Eiji MIYANO Hideo HIROSE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/08/01
Vol. E89-D  No. 8 ; pp. 2332-2339
Type of Manuscript:  INVITED PAPER (Special Section on Invited Papers from New Horizons in Computing)
Category: 
Keyword: 
data miningdata sciencebump huntinggenetic algorithmextreme-value statisticstrade-off curvedecision treebootstrap
 Summary | Full Text:PDF(668.3KB)

An Integrated Location Management Scheme for Seamless Access in B3G Systems
Sheng-Tzong CHENG Chih-Hsiung TSENG Ming-Tzung HSIEH 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2005/02/01
Vol. E88-B  No. 2 ; pp. 716-723
Type of Manuscript:  PAPER
Category: Terrestrial Radio Communications
Keyword: 
PCS802.11 WLANlocation managementlocation predictiondata mining
 Summary | Full Text:PDF(742.7KB)

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
 Summary | Full Text:PDF(1.3MB)

A Clustering-Based Anomaly Intrusion Detector for a Host Computer
Sang Hyun OH Won Suk LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/08/01
Vol. E87-D  No. 8 ; pp. 2086-2094
Type of Manuscript:  PAPER
Category: Application Information Security
Keyword: 
intrusion detectionanomaly detectiondata miningclusteringuser profiling
 Summary | Full Text:PDF(466.5KB)

Fast Algorithms for Mining Generalized Frequent Patterns of Generalized Association Rules
Kritsada SRIPHAEW Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/03/01
Vol. E87-D  No. 3 ; pp. 761-770
Type of Manuscript:  PAPER
Category: Databases
Keyword: 
data miningknowledge discoverygeneralized association ruleGalois lattice
 Summary | Full Text:PDF(1.4MB)

Mining Traversal Patterns on the Internet
Tzung-Shi CHEN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/12/01
Vol. E86-D  No. 12 ; pp. 2722-2730
Type of Manuscript:  PAPER
Category: Databases
Keyword: 
data miningInternetproxy serverstrip traversal patternsuser access patternsWorld Wide Web
 Summary | Full Text:PDF(868.9KB)

CLOCK: Clustering for Common Knowledge Extraction in a Set of Transactions
Sang Hyun OH Won Suk LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/09/01
Vol. E86-D  No. 9 ; pp. 1845-1855
Type of Manuscript:  PAPER
Category: Databases
Keyword: 
data miningknowledge discoveryclusteringknowledge profiling
 Summary | Full Text:PDF(413.6KB)

Minimal Spanning Tree Construction with MetricMatrix
Masahiro ISHIKAWA Kazutaka FURUSE Hanxiong CHEN Nobuo OHBO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2002/02/01
Vol. E85-D  No. 2 ; pp. 362-372
Type of Manuscript:  PAPER
Category: Databases
Keyword: 
database clusteringhierarchical clusteringminimal spanning treemetric indexdata mining
 Summary | Full Text:PDF(730.9KB)

Computational Complexity of Finding Highly Co-occurrent Itemsets in Market Basket Databases
Yeon-Dae KWON Yasunori ISHIHARA Shougo SHIMIZU Minoru ITO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/12/25
Vol. E83-A  No. 12 ; pp. 2723-2735
Type of Manuscript:  PAPER
Category: General Fundamentals and Boundaries
Keyword: 
data mininglarge itemsethighly co-occurrent itemsetcomputational complexity
 Summary | Full Text:PDF(300.4KB)

Finding an Optimal Region in One- and Two-Dimensional Arrays
Naoki KATOH 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/03/25
Vol. E83-D  No. 3 ; pp. 438-446
Type of Manuscript:  INVITED SURVEY PAPER
Category: Algorithms for Geometric Problems
Keyword: 
optimal intervalcombinatorial optimizationinterclass varianceimage segmentationdata mining
 Summary | Full Text:PDF(1.7MB)

Computational Complexity of Finding Meaningful Association Rules
Yeon-Dae KWON Ryuichi NAKANISHI Minoru ITO Michio NAKANISHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1999/09/25
Vol. E82-A  No. 9 ; pp. 1945-1952
Type of Manuscript:  PAPER
Category: Algorithms and Data Structures
Keyword: 
data mininglarge itemsetmeaningful association rulecomputational complexitydatabase
 Summary | Full Text:PDF(529.4KB)

Research on High Performance Databases
Akifumi MAKINOUCHI Tetsuro KAKESHITA Hirofumi AMANO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/01/25
Vol. E82-D  No. 1 ; pp. 13-21
Type of Manuscript:  REVIEW PAPER
Category: 
Keyword: 
high performance databaseparallel databasedata miningparallel disk system
 Summary | Full Text:PDF(568.8KB)

Data Analysis by Positive Decision Trees
Kazuhisa MAKINO Takashi SUDA Hirotaka ONO Toshihide IBARAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/01/25
Vol. E82-D  No. 1 ; pp. 76-88
Type of Manuscript:  Special Section PAPER (Special Issue on New Generation Database Technologies)
Category: Theoretical Aspects
Keyword: 
decision treesID3MIDextensionspositive functionsquasi-positive functionsdata miningknowledge discovery and data analysis
 Summary | Full Text:PDF(918.8KB)

Interval Finding and Its Application to Data Mining
Takeshi FUKUDA Yasuhiko MORIMOTO Shinichi MORISHITA Takeshi TOKUYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/04/25
Vol. E80-A  No. 4 ; pp. 620-626
Type of Manuscript:  Special Section PAPER (Special Section on Discrete Mathematics and Its Applications)
Category: 
Keyword: 
computational geometryalgorithmsdata mininginterval searching
 Summary | Full Text:PDF(615.7KB)