Table of Contents

• KDD for BSN - Towards the Future of Pervasive SensingGuang-Zhong Yang. 1 [doi]
• Finding Hidden Structures in Relational DatabasesJeffrey Xu Yu. 2 [doi]
• The Future of Search: An Online Content PerspectiveAndrew Tomkins. 3 [doi]
• DTU: A Decision Tree for Uncertain DataBiao Qin, Yuni Xia, Fang Li. 4-15 [doi]
• Efficient Privacy-Preserving Link DiscoveryXiaoyun He, Jaideep Vaidya, Basit Shafiq, Nabil R. Adam, Evimaria Terzi, Tyrone Grandison. 16-27 [doi]
• On Link Privacy in Randomizing Social NetworksXiaowei Ying, Xintao Wu. 28-39 [doi]
• Sentence-Level Novelty Detection in English and MalayAgus T. Kwee, Flora S. Tsai, Wenyin Tang. 40-51 [doi]
• Text Categorization Using Fuzzy Proximal SVM and Distributional Clustering of WordsMani Arun Kumar, Madan Gopal. 52-61 [doi]
• Cool Blog Classification from Positive and Unlabeled ExamplesKritsada Sriphaew, Hiroya Takamura, Manabu Okumura. 62-73 [doi]
• Thai Word Segmentation with Hidden Markov Model and Decision TreePoramin Bheganan, Richi Nayak, Yue Xu. 74-85 [doi]
• An Efficient Method for Generating, Storing and Matching Features for Text MiningShing-Kit Chan, Wai Lam. 86-97 [doi]
• Robust Graph Hyperparameter Learning for Graph Based Semi-supervised ClassificationKrikamol Muandet, Sanparith Marukatat, Cholwich Nattee. 98-109 [doi]
• Regularized Local Reconstruction for ClusteringJun Sun, Zhiyong Shen, Bai Su, Yi-Dong Shen. 110-121 [doi]
• Clustering with Lower Bound on SimilarityMohammad Al Hasan, Saeed Salem, Benjarath Pupacdi, Mohammed J. Zaki. 122-133 [doi]
• Approximate Spectral ClusteringLiang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek. 134-146 [doi]
• An Integration of Fuzzy Association Rules and WordNet for Document ClusteringChun-Ling Chen, Frank S. C. Tseng, Tyne Liang. 147-159 [doi]
• Nonlinear Data Analysis Using a New Hybrid Data Clustering AlgorithmUreerat Wattanachon, Jakkarin Suksawatchon, Chidchanok Lursinsap. 160-171 [doi]
• A Polynomial-Delay Polynomial-Space Algorithm for Extracting Frequent Diamond Episodes from Event SequencesTakashi Katoh, Hiroki Arimura, Kouichi Hirata. 172-183 [doi]
• A Statistical Approach for Binary Vectors Modeling and ClusteringNizar Bouguila, Khalid Daoudi. 184-195 [doi]
• Multi-resolution Boosting for Classification and Regression ProblemsChandan K. Reddy, Jin Hyeong Park. 196-207 [doi]
• Interval Data Classification under Partial Information: A Chance-Constraint ApproachSahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya. 208-219 [doi]
• Negative Encoding Length as a Subjective Interestingness Measure for Groups of RulesEinoshin Suzuki. 220-231 [doi]
• The Studies of Mining Frequent Patterns Based on Frequent Pattern TreeShow-Jane Yen, Yue-Shi Lee, Chiu-Kuang Wang, Jung-Wei Wu, Liang-Yu Ouyang. 232-241 [doi]
• Discovering Periodic-Frequent Patterns in Transactional DatabasesSyed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee. 242-253 [doi]
• Quantifying Asymmetric Semantic Relations from Query Logs by Resource AllocationZhiyuan Liu, Yabin Zheng, Maosong Sun. 254-265 [doi]
• Acquiring Semantic Relations Using the Web for Constructing Lightweight OntologiesWilson Wong, Wei Liu, Mohammed Bennamoun. 266-277 [doi]
• Detecting Abnormal Events via Hierarchical Dirichlet ProcessesXian-Xing Zhang, Hua Liu, Yang Gao, Derek Hao Hu. 278-289 [doi]
• Active Learning for Causal Bayesian Network Structure with Non-symmetrical EntropyGuoliang Li, Tze-Yun Leong. 290-301 [doi]
• A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian ClassificationBin Liu, Ying Yang, Geoffrey I. Webb, Janice R. Boughton. 302-313 [doi]
• Analysis of Variational Bayesian Matrix FactorizationShinichi Nakajima, Masashi Sugiyama. 314-326 [doi]
• Variational Bayesian Approach for Long-Term Relevance FeedbackSabri Boutemedjet, Djemel Ziou. 327-338 [doi]
• Detecting Link Hijacking by Web SpammersYoung-joo Chung, Masashi Toyoda, Masaru Kitsuregawa. 339-350 [doi]
• A Data Driven Ensemble Classifier for Credit Scoring AnalysisNan-Chen Hsieh, Lun-Ping Hung, Chia-Ling Ho. 351-362 [doi]
• A Multi-partition Multi-chunk Ensemble Technique to Classify Concept-Drifting Data StreamsMohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham. 363-375 [doi]
• Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming DataPei-Pei Li, Qianhui Liang, Xindong Wu, Xuegang Hu. 376-388 [doi]
• Exploiting the Block Structure of Link Graph for Efficient Similarity ComputationPei Li, Yuanzhe Cai, Hongyan Liu, Jun He, Xiaoyong Du. 389-400 [doi]
• Online Feature Selection Algorithm with Bayesian l1 RegularizationYunpeng Cai, Yijun Sun, Jian Li, Steve Goodison. 401-413 [doi]
• Feature Selection for Local Learning Based ClusteringHong Zeng, Yiu-ming Cheung. 414-425 [doi]
• RV-SVM: An Efficient Method for Learning Ranking SVMHwanjo Yu, Youngdae Kim, Seung-won Hwang. 426-438 [doi]
• A Kernel Framework for Protein Residue AnnotationHuzefa Rangwala, Christopher Kauffman, George Karypis. 439-451 [doi]
• Dynamic Exponential Family Matrix FactorizationKohei Hayashi, Junichiro Hirayama, Shin Ishii. 452-462 [doi]
• A Nonparametric Bayesian Learning Model: Application to Text and Image CategorizationNizar Bouguila, Djemel Ziou. 463-474 [doi]
• Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced ProblemChumphol Bunkhumpornpat, Krung Sinapiromsaran, Chidchanok Lursinsap. 475-482 [doi]
• Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?Elsa Loekito, James Bailey. 483-490 [doi]
• Arif Index for Predicting the Classification Accuracy of Features and Its Application in Heart Beat Classification ProblemMuhammad Arif, Fayyaz A. Afsar, Muhammad Usman Akram, Adnan Fida. 491-498 [doi]
• UCI++: Improved Support for Algorithm Selection Using DatasetoidsCarlos Soares. 499-506 [doi]
• Accurate Synthetic Generation of Realistic Personal InformationPeter Christen, Agus Pudjijono. 507-514 [doi]
• An Efficient Approximate Protocol for Privacy-Preserving Association Rule MiningMurat Kantarcioglu, Robert Nix, Jaideep Vaidya. 515-524 [doi]
• Information Extraction from Thai Text with Unknown Phrase BoundariesPeerasak Intarapaiboon, Ekawit Nantajeewarawat, Thanaruk Theeramunkong. 525-532 [doi]
• A Corpus-Based Approach for Automatic Thai Unknown Word Recognition using Ensemble Learning TechniquesJakkrit TeCho, Cholwich Nattee, Thanaruk Theeramunkong. 533-540 [doi]
• A Hybrid Approach to Improve Bilingual Multiword Expression ExtractionJianyong Duan, Mei Zhang, Lijing Tong, Feng Guo. 541-547 [doi]
• Addressing the Variability of Natural Language Expression in Sentence Similarity with Semantic Structure of the SentencesPalakorn Achananuparp, Xiaohua Hu, Christopher C. Yang. 548-555 [doi]
• Scalable Web Mining with NewisticOvidiu Dan, Horatiu Mocian. 556-563 [doi]
• Building a Text Classifier by a Keyword and Unlabeled DocumentsQiang Qiu, Yang Zhang, Junping Zhu. 564-571 [doi]
• A Discriminative Approach to Topic-Based Citation RecommendationJie Tang, Jing Zhang. 572-579 [doi]
• Romanization of Thai Proper Names Based on Popularity of UsagesAkegapon Tangverapong, Atiwong Suchato, Proadpran Punyabukkana. 580-587 [doi]
• Budget Semi-supervised LearningZhi-Hua Zhou, Michael Ng, Qiao-Qiao She, Yuan Jiang. 588-595 [doi]
• When does Co-training Work in Real Data?Charles X. Ling, Jun Du, Zhi-Hua Zhou. 596-603 [doi]
• Classification of Audio Signals Using a Bhattacharyya Kernel-Based Centroid Neural NetworkDong-Chul Park, Yunsik Lee, Dong-Min Woo. 604-611 [doi]
• Sparse Kernel Learning and the Relevance Units MachineJunbin Gao, Jun Zhang. 612-619 [doi]
• Pairwise Constrained Clustering for Sparse and High Dimensional Feature SpacesSu Yan, Hai Wang, Dongwon Lee, C. Lee Giles. 620-627 [doi]
• Clustering Documents Using a Wikipedia-Based Concept RepresentationAnna Huang, David N. Milne, Eibe Frank, Ian H. Witten. 628-636 [doi]
• An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional LearningAna Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana. 637-646 [doi]
• Computing Substitution Matrices for Genomic Comparative AnalysisMinh Duc Cao, Trevor I. Dix, Lloyd Allison. 647-655 [doi]
• Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional DataYanchang Zhao, Huaifeng Zhang, Longbing Cao, Chengqi Zhang, Hans Bohlscheid. 656-663 [doi]
• Aggregated Subset MiningAlbrecht Zimmermann, Björn Bringmann. 664-672 [doi]
• Hot Item Detection in Uncertain DataThomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle. 673-680 [doi]
• Spanning Tree Based Attribute ClusteringYifeng Zeng, Jorge Cordero Hernandez, Shuyuan Lin. 681-688 [doi]
• The Effect of Varying Parameters and Focusing on Bus Travel Time PredictionJoão M. Moreira, Carlos Soares, Alípio Mário Jorge, Jorge Freire de Sousa. 689-696 [doi]
• Transfer Learning Action Models by Measuring the Similarity of Different DomainsHankui Zhuo, Qiang Yang, Lei Li. 697-704 [doi]
• On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of AntimonotonicityYannick Le Bras, Philippe Lenca, Stéphane Lallich. 705-712 [doi]
• Discovering Action Rules That Are Highly Achievable from Massive DataEinoshin Suzuki. 713-722 [doi]
• Extracting Fuzzy Rules for Detecting Ventricular Arrhythmias Based on NEWFMDong-Kun Shin, Sang-Hong Lee, Joon S. Lim. 723-730 [doi]
• Trace Mining from Distributed Assembly Databases for Causal AnalysisShohei Hido, Hirofumi Matsuzawa, Fumihiko Kitayama, Masayuki Numao. 731-740 [doi]
• Let s Tango - Finding the Right Couple for Feature-Opinion Association in Sentiment AnalysisKam Tong Chan, Irwin King. 741-748 [doi]
• An Efficient Candidate Pruning Technique for High Utility Pattern MiningChowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee. 749-756 [doi]
• Grouped ECOC Conditional Random Fields for Prediction of Web User BehaviorYong Zhen Guo, Kotagiri Ramamohanarao, Laurence A. F. Park. 757-763 [doi]
• CLHQS: Hierarchical Query Suggestion by Mining Clickthrough LogDepin Chen, Ning Liu, Zhijun Yin, Yang Tong, Jun Yan, Zheng Chen. 764-771 [doi]
• X-Tracking the Changes of Web Navigation PatternsLong Wang 0002, Christoph Meinel. 772-779 [doi]
• Tree-Based Method for Classifying Websites Using Extended Hidden Markov ModelsMajid Yazdani, Milad Eftekhar, Hassan Abolhassani. 780-787 [doi]
• Emotion Recognition of Pop Music Based on Maximum Entropy with PriorsHui He, Bo Chen, Jun Guo. 788-795 [doi]
• Simultaneously Finding Fundamental Articles and New Topics Using a Community Tracking MethodTieyun Qian, Jaideep Srivastava, Zhiyong Peng, Phillip C.-Y. Sheu. 796-803 [doi]
• Towards a Novel Association Measure via Web Search Results MiningXiaojun Wan, Jianguo Xiao. 804-812 [doi]
• A New Local Distance-Based Outlier Detection Approach for Scattered Real-World DataKe Zhang, Marcus Hutter, Huidong Jin. 813-822 [doi]
• Mining Outliers with Faster Cutoff Update and Space UtilizationChi-Cheong Szeto, Edward Hung. 823-830 [doi]
• Outlier Detection in Axis-Parallel Subspaces of High Dimensional DataHans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek. 831-838 [doi]
• K-Dominant Skyline Computation by Using Sort-Filtering MethodMd. Anisuzzaman Siddique, Yasuhiko Morimoto. 839-848 [doi]
• Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy EstimationZhipeng Xie. 849-858 [doi]
• COMUS: Ontological and Rule-Based Reasoning for Music Recommendation SystemSeungmin Rho, Seheon Song, Eenjun Hwang, Minkoo Kim. 859-866 [doi]
• Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image RetrievalXin Chen, Xiaohua Hu, Xiajiong Shen. 867-874 [doi]
• Item Preference Parameters from Grouped Ranking ObservationsHideitsu Hino, Yu Fujimoto, Noboru Murata. 875-882 [doi]
• Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical EvaluationShunkai Fu, Bingfeng Pi, Ying Zhou, Michel C. Desmarais, Weilei Wang, Song Han, Xunrong Rao. 883-890 [doi]
• Data Mining for Intrusion Detection: From Outliers to True IntrusionsGoverdhan Singh, Florent Masseglia, Céline Fiot, Alice Marascu, Pascal Poncelet. 891-898 [doi]
• A Multi-resolution Approach for Atypical Behaviour MiningAlice Marascu, Florent Masseglia. 899-906 [doi]
• Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density FunctionsChun-Sheng Chen, Vadeerat Rinsurongkawong, Christoph F. Eick, Michael D. Twa. 907-914 [doi]
• Centroid Neural Network with Spatial ConstraintsDong-Chul Park. 915-922 [doi]
• Diversity in Combinations of Heterogeneous ClassifiersKuo-Wei Hsu, Jaideep Srivastava. 923-932 [doi]
• Growth Analysis of Neighbor Network for Evaluation of Damage ProgressKen-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao. 933-940 [doi]
• A Parallel Algorithm for Finding Related Pages in the Web by Using Segmented Link StructuresXiaoyan Shen, Junliang Chen, Xiangwu Meng, Yujie Zhang, Chuanchang Liu. 941-948 [doi]
• Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical StudyXiaoshi Yin, Xiangji Huang, Qinmin Hu, Zhoujun Li. 949-956 [doi]
• Similarity-Based Feature Selection for Learning from Examples with Continuous ValuesYun Li, Su-Jun Hu, Wen-Jie Yang, Guo-Zi Sun, Fang-Wu Yao, Geng Yang. 957-964 [doi]
• Application-Independent Feature Construction from Noisy SamplesDominique Gay, Nazha Selmaoui, Jean-François Boulicaut. 965-972 [doi]
• Estimating Optimal Feature Subsets Using Mutual Information Feature Selector and Rough SetsSombut Foitong, Pornthep Rojanavasu, Boonwat Attachoo, Ouen Pinngern. 973-980 [doi]
• Speeding Up Similarity Search on a Large Time Series Dataset under Time Warping DistancePongsakorn Ruengronghirunya, Vit Niennattrakul, Chotirat Ann Ratanamahatana. 981-988 [doi]
• A Novel Fractal Representation for Dimensionality Reduction of Large Time Series DataPoat Sajjipanon, Chotirat Ann Ratanamahatana. 989-996 [doi]
• Clustering Data Streams in Optimization and Geography DomainsLing-Yin Wei, Wen-Chih Peng. 997-1005 [doi]
• CBDT: A Concept Based Approach to Data Stream MiningStefan Hoeglinger, Russel Pears, Yun Sing Koh. 1006-1012 [doi]
• Meaningful Subsequence Matching under Time Warping Distance for Data StreamVit Niennattrakul, Chotirat Ann Ratanamahatana. 1013-1020 [doi]
• An Aggregate Ensemble for Mining Concept Drifting Data Streams with NoisePeng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu. 1021-1029 [doi]
• On Pairwise Kernels: An Efficient Alternative and Generalization AnalysisHisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda. 1030-1037 [doi]
• A Family-Based Evolutional Approach for Kernel Tree Selection in SVMsIthipan Methasate, Thanaruk Theeramunkong. 1038-1045 [doi]
• An Online Incremental Learning Vector QuantizationYe Xu, Shen Furao, Osamu Hasegawa, Jinxi Zhao. 1046-1053 [doi]
• On Mining Rating Dependencies in Online Collaborative Rating NetworksHady Wirawan Lauw, Ee-Peng Lim, Ke Wang. 1054-1061 [doi]
• Learning to Extract Relations for Relational ClassificationSteffen Rendle, Christine Preisach, Lars Schmidt-Thieme. 1062-1071 [doi]