Keynote Speeches

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  Guang-Zhong Yang: KDD for BSN - Towards the Future of Pervasive Sensing. 1
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  Jeffrey Xu Yu: Finding Hidden Structures in Relational Databases. 2
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  Andrew Tomkins: The Future of Search: An Online Content Perspective. 3

Regular Papers

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  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
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  Xiaowei Ying, Xintao Wu: On Link Privacy in Randomizing Social Networks. 28-39
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  Agus Trisnajaya 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
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  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-Yuh 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

Short Papers

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  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
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  Zhi-Hua Zhou, Michael K. 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, Alex Hai Wang, Dongwon Lee, C. Lee Giles: Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces. 620-627
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  Anna-Lan 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
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  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 Mendes-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
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  Yong Zhen Guo, Kotagiri Ramamohanarao, Laurence A. F. Park: Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior. 757-763
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  Depin Chen, Ning Liu, Zhijun Yin, Yang Tong, Jun Yan, Zheng Chen: CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log. 764-771
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  Long Wang, Christoph Meinel: X-Tracking the Changes of Web Navigation Patterns. 772-779
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  Majid Yazdani, Milad Eftekhar, Hassan Abolhassani: Tree-Based Method for Classifying Websites Using Extended Hidden Markov Models. 780-787
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  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
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  Ke Zhang, Marcus Hutter, Huidong Jin: A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data. 813-822
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  Chi-Cheong Szeto, Edward Hung: Mining Outliers with Faster Cutoff Update and Space Utilization. 823-830
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  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
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  Zhipeng Xie: Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation. 849-858
• 
  Seungmin Rho, Seheon Song, Eenjun Hwang, Minkoo Kim: COMUS: Ontological and Rule-Based Reasoning for Music Recommendation System. 859-866
• 
  Xin Chen, Xiaohua Hu, Xiajiong Shen: Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval. 867-874
• 
  Hideitsu Hino, Yu Fujimoto, Noboru Murata: Item Preference Parameters from Grouped Ranking Observations. 875-882
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  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
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  Goverdhan Singh, Florent Masseglia, Céline Fiot, Alice Marascu, Pascal Poncelet: Data Mining for Intrusion Detection: From Outliers to True Intrusions. 891-898
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  Alice Marascu, Florent Masseglia: A Multi-resolution Approach for Atypical Behaviour Mining. 899-906
• 
  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
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  Dong-Chul Park: Centroid Neural Network with Spatial Constraints. 915-922
• 
  Kuo-Wei Hsu, Jaideep Srivastava: Diversity in Combinations of Heterogeneous Classifiers. 923-932
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  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
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  Xiaoshi Yin, Xiangji Huang, Qinmin Hu, Zhoujun Li: Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study. 949-956
• 
  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
• 
  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
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  Poat Sajjipanon, Chotirat Ann Ratanamahatana: A Novel Fractal Representation for Dimensionality Reduction of Large Time Series Data. 989-996
• 
  Ling-Yin Wei, Wen-Chih Peng: Clustering Data Streams in Optimization and Geography Domains. 997-1005
• 
  Stefan Hoeglinger, Russel Pears, Yun Sing Koh: CBDT: A Concept Based Approach to Data Stream Mining. 1006-1012
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  Vit Niennattrakul, Chotirat Ann Ratanamahatana: Meaningful Subsequence Matching under Time Warping Distance for Data Stream. 1013-1020
• 
  Peng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu: An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise. 1021-1029
• 
  Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda: On Pairwise Kernels: An Efficient Alternative and Generalization Analysis. 1030-1037
• 
  Ithipan Methasate, Thanaruk Theeramunkong: A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs. 1038-1045
• 
  Ye Xu, Shen Furao, Osamu Hasegawa, Jinxi Zhao: An Online Incremental Learning Vector Quantization. 1046-1053
• 
  Hady Wirawan Lauw, Ee-Peng Lim, Ke Wang: On Mining Rating Dependencies in Online Collaborative Rating Networks. 1054-1061
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  Steffen Rendle, Christine Preisach, Lars Schmidt-Thieme: Learning to Extract Relations for Relational Classification. 1062-1071

last updated on Fri May 24 05:20:59 2013 by the dblp team
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