13. PAKDD 2009:
Bangkok,
Thailand
Thanaruk Theeramunkong, Boonserm Kijsirikul, Nick Cercone, Tu Bao Ho (Eds.):
Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference, PAKDD 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings.
Lecture Notes in Computer Science 5476 Springer 2009, ISBN 978-3-642-01306-5 BibTeX
Keynote Speeches
Regular Papers
- Biao Qin, Yuni Xia, Fang Li:
DTU: A Decision Tree for Uncertain Data.
4-15
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- Xiaoyun He, Jaideep Vaidya, Basit Shafiq, Nabil R. Adam, Evimaria Terzi, Tyrone Grandison:
Efficient Privacy-Preserving Link Discovery.
16-27
Electronic Edition (link) BibTeX
- Xiaowei Ying, Xintao Wu:
On Link Privacy in Randomizing Social Networks.
28-39
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- Agus T. Kwee, Flora S. Tsai, Wenyin Tang:
Sentence-Level Novelty Detection in English and Malay.
40-51
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- Mani Arun Kumar, Madan Gopal:
Text Categorization Using Fuzzy Proximal SVM and Distributional Clustering of Words.
52-61
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- Kritsada Sriphaew, Hiroya Takamura, Manabu Okumura:
Cool Blog Classification from Positive and Unlabeled Examples.
62-73
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- Poramin Bheganan, Richi Nayak, Yue Xu:
Thai Word Segmentation with Hidden Markov Model and Decision Tree.
74-85
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- Shing-Kit Chan, Wai Lam:
An Efficient Method for Generating, Storing and Matching Features for Text Mining.
86-97
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- Krikamol Muandet, Sanparith Marukatat, Cholwich Nattee:
Robust Graph Hyperparameter Learning for Graph Based Semi-supervised Classification.
98-109
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- Jun Sun, Zhiyong Shen, Bai Su, Yi-Dong Shen:
Regularized Local Reconstruction for Clustering.
110-121
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- Mohammad Al Hasan, Saeed Salem, Benjarath Pupacdi, Mohammed J. Zaki:
Clustering with Lower Bound on Similarity.
122-133
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- Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek:
Approximate Spectral Clustering.
134-146
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- Chun-Ling Chen, Frank S. C. Tseng, Tyne Liang:
An Integration of Fuzzy Association Rules and WordNet for Document Clustering.
147-159
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- Ureerat Wattanachon, Jakkarin Suksawatchon, Chidchanok Lursinsap:
Nonlinear Data Analysis Using a New Hybrid Data Clustering Algorithm.
160-171
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- Takashi Katoh, Hiroki Arimura, Kouichi Hirata:
A Polynomial-Delay Polynomial-Space Algorithm for Extracting Frequent Diamond Episodes from Event Sequences.
172-183
Electronic Edition (link) BibTeX
- Nizar Bouguila, Khalid Daoudi:
A Statistical Approach for Binary Vectors Modeling and Clustering.
184-195
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- Chandan K. Reddy, Jin Hyeong Park:
Multi-resolution Boosting for Classification and Regression Problems.
196-207
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- Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya:
Interval Data Classification under Partial Information: A Chance-Constraint Approach.
208-219
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- Einoshin Suzuki:
Negative Encoding Length as a Subjective Interestingness Measure for Groups of Rules.
220-231
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- Show-Jane Yen, Yue-Shi Lee, Chiu-Kuang Wang, Jung-Wei Wu, Liang-Yu Ouyang:
The Studies of Mining Frequent Patterns Based on Frequent Pattern Tree.
232-241
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- Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
Discovering Periodic-Frequent Patterns in Transactional Databases.
242-253
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- Zhiyuan Liu, Yabin Zheng, Maosong Sun:
Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation.
254-265
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- Wilson Wong, Wei Liu, Mohammed Bennamoun:
Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies.
266-277
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- Xian-Xing Zhang, Hua Liu, Yang Gao, Derek Hao Hu:
Detecting Abnormal Events via Hierarchical Dirichlet Processes.
278-289
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- Guoliang Li, Tze-Yun Leong:
Active Learning for Causal Bayesian Network Structure with Non-symmetrical Entropy.
290-301
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- Bin Liu, Ying Yang, Geoffrey I. Webb, Janice R. Boughton:
A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification.
302-313
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- Shinichi Nakajima, Masashi Sugiyama:
Analysis of Variational Bayesian Matrix Factorization.
314-326
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- Sabri Boutemedjet, Djemel Ziou:
Variational Bayesian Approach for Long-Term Relevance Feedback.
327-338
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- Young-joo Chung, Masashi Toyoda, Masaru Kitsuregawa:
Detecting Link Hijacking by Web Spammers.
339-350
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- Nan-Chen Hsieh, Lun-Ping Hung, Chia-Ling Ho:
A Data Driven Ensemble Classifier for Credit Scoring Analysis.
351-362
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- Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham:
A Multi-partition Multi-chunk Ensemble Technique to Classify Concept-Drifting Data Streams.
363-375
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- Pei-Pei Li, Qianhui Liang, Xindong Wu, Xuegang Hu:
Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data.
376-388
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- Pei Li, Yuanzhe Cai, Hongyan Liu, Jun He, Xiaoyong Du:
Exploiting the Block Structure of Link Graph for Efficient Similarity Computation.
389-400
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- Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison:
Online Feature Selection Algorithm with Bayesian l1 Regularization.
401-413
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- Hong Zeng, Yiu-ming Cheung:
Feature Selection for Local Learning Based Clustering.
414-425
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- Hwanjo Yu, Youngdae Kim, Seung-won Hwang:
RV-SVM: An Efficient Method for Learning Ranking SVM.
426-438
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- Huzefa Rangwala, Christopher Kauffman, George Karypis:
A Kernel Framework for Protein Residue Annotation.
439-451
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- Kohei Hayashi, Junichiro Hirayama, Shin Ishii:
Dynamic Exponential Family Matrix Factorization.
452-462
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- Nizar Bouguila, Djemel Ziou:
A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization.
463-474
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Short Papers
- Chumphol Bunkhumpornpat, Krung Sinapiromsaran, Chidchanok Lursinsap:
Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced Problem.
475-482
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- Elsa Loekito, James Bailey:
Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?.
483-490
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- Muhammad Arif, Fayyaz A. Afsar, Muhammad Usman Akram, Adnan Fida:
Arif Index for Predicting the Classification Accuracy of Features and Its Application in Heart Beat Classification Problem.
491-498
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- Carlos Soares:
UCI++: Improved Support for Algorithm Selection Using Datasetoids.
499-506
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- Peter Christen, Agus Pudjijono:
Accurate Synthetic Generation of Realistic Personal Information.
507-514
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- Murat Kantarcioglu, Robert Nix, Jaideep Vaidya:
An Efficient Approximate Protocol for Privacy-Preserving Association Rule Mining.
515-524
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- Peerasak Intarapaiboon, Ekawit Nantajeewarawat, Thanaruk Theeramunkong:
Information Extraction from Thai Text with Unknown Phrase Boundaries.
525-532
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- Jakkrit TeCho, Cholwich Nattee, Thanaruk Theeramunkong:
A Corpus-Based Approach for Automatic Thai Unknown Word Recognition using Ensemble Learning Techniques.
533-540
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- Jianyong Duan, Mei Zhang, Lijing Tong, Feng Guo:
A Hybrid Approach to Improve Bilingual Multiword Expression Extraction.
541-547
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- Palakorn Achananuparp, Xiaohua Hu, Christopher C. Yang:
Addressing the Variability of Natural Language Expression in Sentence Similarity with Semantic Structure of the Sentences.
548-555
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- Ovidiu Dan, Horatiu Mocian:
Scalable Web Mining with Newistic.
556-563
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- Qiang Qiu, Yang Zhang, Junping Zhu:
Building a Text Classifier by a Keyword and Unlabeled Documents.
564-571
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- Jie Tang, Jing Zhang:
A Discriminative Approach to Topic-Based Citation Recommendation.
572-579
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- Akegapon Tangverapong, Atiwong Suchato, Proadpran Punyabukkana:
Romanization of Thai Proper Names Based on Popularity of Usages.
580-587
Electronic Edition (link) BibTeX
- Zhi-Hua Zhou, Michael Ng, Qiao-Qiao She, Yuan Jiang:
Budget Semi-supervised Learning.
588-595
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- Charles X. Ling, Jun Du, Zhi-Hua Zhou:
When does Co-training Work in Real Data?.
596-603
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- Dong-Chul Park, Yunsik Lee, Dong-Min Woo:
Classification of Audio Signals Using a Bhattacharyya Kernel-Based Centroid Neural Network.
604-611
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- Junbin Gao, Jun Zhang:
Sparse Kernel Learning and the Relevance Units Machine.
612-619
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- Su Yan, Hai Wang, Dongwon Lee, C. Lee Giles:
Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces.
620-627
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- Anna Huang, David N. Milne, Eibe Frank, Ian H. Witten:
Clustering Documents Using a Wikipedia-Based Concept Representation.
628-636
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- Ana Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning.
637-646
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- Minh Duc Cao, Trevor I. Dix, Lloyd Allison:
Computing Substitution Matrices for Genomic Comparative Analysis.
647-655
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- Yanchang Zhao, Huaifeng Zhang, Longbing Cao, Chengqi Zhang, Hans Bohlscheid:
Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data.
656-663
Electronic Edition (link) BibTeX
- Albrecht Zimmermann, Björn Bringmann:
Aggregated Subset Mining.
664-672
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- Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle:
Hot Item Detection in Uncertain Data.
673-680
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- Yifeng Zeng, Jorge Cordero Hernandez, Shuyuan Lin:
Spanning Tree Based Attribute Clustering.
681-688
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- João M. Moreira, Carlos Soares, Alípio Mário Jorge, Jorge Freire de Sousa:
The Effect of Varying Parameters and Focusing on Bus Travel Time Prediction.
689-696
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- Hankui Zhuo, Qiang Yang, Lei Li:
Transfer Learning Action Models by Measuring the Similarity of Different Domains.
697-704
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- Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity.
705-712
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- Einoshin Suzuki:
Discovering Action Rules That Are Highly Achievable from Massive Data.
713-722
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- Dong-Kun Shin, Sang-Hong Lee, Joon S. Lim:
Extracting Fuzzy Rules for Detecting Ventricular Arrhythmias Based on NEWFM.
723-730
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- Shohei Hido, Hirofumi Matsuzawa, Fumihiko Kitayama, Masayuki Numao:
Trace Mining from Distributed Assembly Databases for Causal Analysis.
731-740
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- Kam Tong Chan, Irwin King:
Let's Tango - Finding the Right Couple for Feature-Opinion Association in Sentiment Analysis.
741-748
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- Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
An Efficient Candidate Pruning Technique for High Utility Pattern Mining.
749-756
Electronic Edition (link) BibTeX
- Yong Zhen Guo, Kotagiri Ramamohanarao, Laurence A. F. Park:
Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior.
757-763
Electronic Edition (link) BibTeX
- Depin Chen, Ning Liu, Zhijun Yin, Yang Tong, Jun Yan, Zheng Chen:
CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log.
764-771
Electronic Edition (link) BibTeX
- Long Wang, Christoph Meinel:
X-Tracking the Changes of Web Navigation Patterns.
772-779
Electronic Edition (link) BibTeX
- Majid Yazdani, Milad Eftekhar, Hassan Abolhassani:
Tree-Based Method for Classifying Websites Using Extended Hidden Markov Models.
780-787
Electronic Edition (link) BibTeX
- Hui He, Bo Chen, Jun Guo:
Emotion Recognition of Pop Music Based on Maximum Entropy with Priors.
788-795
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- Tieyun Qian, Jaideep Srivastava, Zhiyong Peng, Phillip C.-Y. Sheu:
Simultaneously Finding Fundamental Articles and New Topics Using a Community Tracking Method.
796-803
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- Xiaojun Wan, Jianguo Xiao:
Towards a Novel Association Measure via Web Search Results Mining.
804-812
Electronic Edition (link) BibTeX
- Ke Zhang, Marcus Hutter, Huidong Jin:
A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data.
813-822
Electronic Edition (link) BibTeX
- Chi-Cheong Szeto, Edward Hung:
Mining Outliers with Faster Cutoff Update and Space Utilization.
823-830
Electronic Edition (link) BibTeX
- Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek:
Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data.
831-838
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- Md. Anisuzzaman Siddique, Yasuhiko Morimoto:
K-Dominant Skyline Computation by Using Sort-Filtering Method.
839-848
Electronic Edition (link) BibTeX
- Zhipeng Xie:
Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation.
849-858
Electronic Edition (link) BibTeX
- Seungmin Rho, Seheon Song, Eenjun Hwang, Minkoo Kim:
COMUS: Ontological and Rule-Based Reasoning for Music Recommendation System.
859-866
Electronic Edition (link) BibTeX
- Xin Chen, Xiaohua Hu, Xiajiong Shen:
Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval.
867-874
Electronic Edition (link) BibTeX
- Hideitsu Hino, Yu Fujimoto, Noboru Murata:
Item Preference Parameters from Grouped Ranking Observations.
875-882
Electronic Edition (link) BibTeX
- Shunkai Fu, Bingfeng Pi, Ying Zhou, Michel C. Desmarais, Weilei Wang, Song Han, Xunrong Rao:
Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation.
883-890
Electronic Edition (link) BibTeX
- Goverdhan Singh, Florent Masseglia, Céline Fiot, Alice Marascu, Pascal Poncelet:
Data Mining for Intrusion Detection: From Outliers to True Intrusions.
891-898
Electronic Edition (link) BibTeX
- Alice Marascu, Florent Masseglia:
A Multi-resolution Approach for Atypical Behaviour Mining.
899-906
Electronic Edition (link) BibTeX
- Chun-Sheng Chen, Vadeerat Rinsurongkawong, Christoph F. Eick, Michael D. Twa:
Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions.
907-914
Electronic Edition (link) BibTeX
- Dong-Chul Park:
Centroid Neural Network with Spatial Constraints.
915-922
Electronic Edition (link) BibTeX
- Kuo-Wei Hsu, Jaideep Srivastava:
Diversity in Combinations of Heterogeneous Classifiers.
923-932
Electronic Edition (link) BibTeX
- Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao:
Growth Analysis of Neighbor Network for Evaluation of Damage Progress.
933-940
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- Xiaoyan Shen, Junliang Chen, Xiangwu Meng, Yujie Zhang, Chuanchang Liu:
A Parallel Algorithm for Finding Related Pages in the Web by Using Segmented Link Structures.
941-948
Electronic Edition (link) BibTeX
- Xiaoshi Yin, Xiangji Huang, Qinmin Hu, Zhoujun Li:
Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study.
949-956
Electronic Edition (link) BibTeX
- Yun Li, Su-Jun Hu, Wen-Jie Yang, Guo-Zi Sun, Fang-Wu Yao, Geng Yang:
Similarity-Based Feature Selection for Learning from Examples with Continuous Values.
957-964
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- Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut:
Application-Independent Feature Construction from Noisy Samples.
965-972
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- Sombut Foitong, Pornthep Rojanavasu, Boonwat Attachoo, Ouen Pinngern:
Estimating Optimal Feature Subsets Using Mutual Information Feature Selector and Rough Sets.
973-980
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- Pongsakorn Ruengronghirunya, Vit Niennattrakul, Chotirat Ann Ratanamahatana:
Speeding Up Similarity Search on a Large Time Series Dataset under Time Warping Distance.
981-988
Electronic Edition (link) BibTeX
- Poat Sajjipanon, Chotirat Ann Ratanamahatana:
A Novel Fractal Representation for Dimensionality Reduction of Large Time Series Data.
989-996
Electronic Edition (link) BibTeX
- Ling-Yin Wei, Wen-Chih Peng:
Clustering Data Streams in Optimization and Geography Domains.
997-1005
Electronic Edition (link) BibTeX
- Stefan Hoeglinger, Russel Pears, Yun Sing Koh:
CBDT: A Concept Based Approach to Data Stream Mining.
1006-1012
Electronic Edition (link) BibTeX
- Vit Niennattrakul, Chotirat Ann Ratanamahatana:
Meaningful Subsequence Matching under Time Warping Distance for Data Stream.
1013-1020
Electronic Edition (link) BibTeX
- Peng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu:
An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise.
1021-1029
Electronic Edition (link) BibTeX
- Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda:
On Pairwise Kernels: An Efficient Alternative and Generalization Analysis.
1030-1037
Electronic Edition (link) BibTeX
- Ithipan Methasate, Thanaruk Theeramunkong:
A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs.
1038-1045
Electronic Edition (link) BibTeX
- Ye Xu, Shen Furao, Osamu Hasegawa, Jinxi Zhao:
An Online Incremental Learning Vector Quantization.
1046-1053
Electronic Edition (link) BibTeX
- Hady Wirawan Lauw, Ee-Peng Lim, Ke Wang:
On Mining Rating Dependencies in Online Collaborative Rating Networks.
1054-1061
Electronic Edition (link) BibTeX
- Steffen Rendle, Christine Preisach, Lars Schmidt-Thieme:
Learning to Extract Relations for Relational Classification.
1062-1071
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:32:25 2009
by Michael Ley (ley@uni-trier.de)