Thanaruk THEERAMUNKONG


Knowledge Integration by Probabilistic Argumentation
Saung Hnin Pwint OO Nguyen Duy HUNG Thanaruk THEERAMUNKONG 
Publication:   
Publication Date: 2020/08/01
Vol. E103-D  No. 8  pp. 1843-1855
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
knowledge integrationprobabilistic argumentationprobabilistic graphical models and rules
 Summary | Full Text:PDF

Improving Seeded k-Means Clustering with Deviation- and Entropy-Based Term Weightings
Uraiwan BUATOOM Waree KONGPRAWECHNON Thanaruk THEERAMUNKONG 
Publication:   
Publication Date: 2020/04/01
Vol. E103-D  No. 4  pp. 748-758
Type of Manuscript:  Special Section PAPER (Special Section on Intelligent Information and Communication Technology and its Applications to Creative Activity Support)
Category: 
Keyword: 
term weightingdeviation-based weightentropy-based weightin-collection intra-class and inter-class informationk-means document clustering
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Software Development Effort Estimation from Unstructured Software Project Description by Sequence Models
Tachanun KANGWANTRAKOOL Kobkrit VIRIYAYUDHAKORN Thanaruk THEERAMUNKONG 
Publication:   
Publication Date: 2020/04/01
Vol. E103-D  No. 4  pp. 739-747
Type of Manuscript:  Special Section PAPER (Special Section on Intelligent Information and Communication Technology and its Applications to Creative Activity Support)
Category: 
Keyword: 
software effort estimationregressiondeep learningsequence modelrecurrent neural network (RNN)gated recurrent units (GRU)long short-term memory network (LSTM)
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FOREWORD
Susumu KUNIFUJI Thanaruk THEERAMUNKONG Takayuki ITO 
Publication:   
Publication Date: 2020/04/01
Vol. E103-D  No. 4  pp. 728-729
Type of Manuscript:  FOREWORD
Category: 
Keyword: 
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Characterization of Interestingness Measures Using Correlation Analysis and Association Rule Mining
Rachasak SOMYANONTHANAKUL Thanaruk THEERAMUNKONG 
Publication:   
Publication Date: 2020/04/01
Vol. E103-D  No. 4  pp. 779-788
Type of Manuscript:  Special Section PAPER (Special Section on Intelligent Information and Communication Technology and its Applications to Creative Activity Support)
Category: 
Keyword: 
correlation analysisinterestingness measureheat-mapassociation rule mining
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An Application of Intuitionistic Fuzzy Sets to Improve Information Extraction from Thai Unstructured Text
Peerasak INTARAPAIBOON Thanaruk THEERAMUNKONG 
Publication:   
Publication Date: 2018/09/01
Vol. E101-D  No. 9  pp. 2334-2345
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
intuitionistic fuzzy setsimilarity measuremulti-slot information extraction
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FOREWORD
Susumu KUNIFUJI Thanaruk THEERAMUNKONG 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4  pp. 836-837
Type of Manuscript:  FOREWORD
Category: 
Keyword: 
 Summary | Full Text:PDF

Multi-Stage Automatic NE and PoS Annotation Using Pattern-Based and Statistical-Based Techniques for Thai Corpus Construction
Nattapong TONGTEP Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/10/01
Vol. E96-D  No. 10  pp. 2245-2256
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
multi-stage annotationnamed entitypart of speechcorpus constructionsyllabic alphabetic language
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Discovery of Predicate-Oriented Relations among Named Entities Extracted from Thai Texts
Nattapong TONGTEP Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/07/01
Vol. E95-D  No. 7  pp. 1932-1946
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
relation extractionnamed entitysurface featureinformation extraction
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News Relation Discovery Based on Association Rule Mining with Combining Factors
Nichnan KITTIPHATTANABAWON Thanaruk THEERAMUNKONG Ekawit NANTAJEEWARAWAT 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/03/01
Vol. E94-D  No. 3  pp. 404-415
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge Discovery, Data Mining and Creativity Support System)
Category: 
Keyword: 
news relationsnews relation discoveryassociation rule miningcombining factors
 Summary | Full Text:PDF

Extracting Chemical Reactions from Thai Text for Semantics-Based Information Retrieval
Peerasak INTARAPAIBOON Ekawit NANTAJEEWARAWAT Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/03/01
Vol. E94-D  No. 3  pp. 479-486
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge Discovery, Data Mining and Creativity Support System)
Category: 
Keyword: 
information extractionsemantics-based information retrievalontologydescription logicsautomated reasoning
 Summary | Full Text:PDF

Extracting Semantic Frames from Thai Medical-Symptom Unstructured Text with Unknown Target-Phrase Boundaries
Peerasak INTARAPAIBOON Ekawit NANTAJEEWARAWAT Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/03/01
Vol. E94-D  No. 3  pp. 465-478
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge Discovery, Data Mining and Creativity Support System)
Category: 
Keyword: 
information extraction; medical informatics; rule learning
 Summary | Full Text:PDF

FOREWORD
Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/03/01
Vol. E94-D  No. 3  pp. 403-403
Type of Manuscript:  FOREWORD
Category: 
Keyword: 
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A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs
Ithipan METHASATE Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/04/01
Vol. E93-D  No. 4  pp. 909-921
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
support vector machinesmultifunction kernelkernel treeoptimal searchsimulated annealing
 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

Speech Clarity Index (Ψ): A Distance-Based Speech Quality Indicator and Recognition Rate Prediction for Dysarthric Speakers with Cerebral Palsy
Prakasith KAYASITH Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/03/01
Vol. E92-D  No. 3  pp. 460-468
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
speech disorderdysarthric speech recognitionspeech assessmentspeech quality indexrecognition rate prediction
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FOREWORD
Masaki NAKAGAWA Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/11/01
Vol. E91-D  No. 11  pp. 2543-2544
Type of Manuscript:  FOREWORD
Category: 
Keyword: 
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FOREWORD
Masaki NAKAGAWA Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/10/01
Vol. E90-D  No. 10  pp. 1491-1492
Type of Manuscript:  FOREWORD
Category: 
Keyword: 
 Summary | Full Text:PDF

Effects of Term Distributions on Binary Classification
Verayuth LERTNATTEE Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/10/01
Vol. E90-D  No. 10  pp. 1592-1600
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System)
Category: 
Keyword: 
term distributionbinary classificationtext classification/categorization
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Kernel Trees for Support Vector Machines
Ithipan METHASATE Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/10/01
Vol. E90-D  No. 10  pp. 1550-1556
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System)
Category: 
Keyword: 
kernel treesfeature selectionsupport vector sachines
 Summary | Full Text:PDF

Quality Evaluation for Document Relation Discovery Using Citation Information
Kritsada SRIPHAEW Thanaruk THEERAMUNKONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/08/01
Vol. E90-D  No. 8  pp. 1225-1234
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
document relationsfrequent itemset miningcitation matrixquality evaluationdocument relation evaluation
 Summary | Full Text:PDF

An EM-Based Approach for Mining Word Senses from Corpora
Thatsanee CHAROENPORN Canasai KRUENGKRAI Thanaruk THEERAMUNKONG Virach SORNLERTLAMVANICH 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/04/01
Vol. E90-D  No. 4  pp. 775-782
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
corpus-based lexicographyword sense discriminationclusteringEM algorithmprincipal component analysis
 Summary | Full Text:PDF

Construction of Thai Lexicon from Existing Dictionaries and Texts on the Web
Thatsanee CHAROENPORN Canasai KRUENGKRAI Thanaruk THEERAMUNKONG Virach SORNLERTLAMVANICH 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/07/01
Vol. E89-D  No. 7  pp. 2286-2293
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
Thai lexicon constructionlogical and selectional preferences semantic constraintssemantics constraint acquisitiontree cut model
 Summary | Full Text:PDF

Pattern-Based Features vs. Statistical-Based Features in Decision Trees for Word Segmentation
Thanaruk THEERAMUNKONG Thanasan TANHERMHONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/05/01
Vol. E87-D  No. 5  pp. 1254-1260
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
word segmentationdecision tree inductionstatisticsThai character cluster
 Summary | Full Text:PDF

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