| 2009 | A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification. Bin Liu, Ying Yang, Geoffrey I. Webb, Janice R. Boughton |
| 2009 | A Corpus-Based Approach for Automatic Thai Unknown Word Recognition using Ensemble Learning Techniques. Jakkrit TeCho, Cholwich Nattee, Thanaruk Theeramunkong |
| 2009 | A Data Driven Ensemble Classifier for Credit Scoring Analysis. Nan-Chen Hsieh, Lun-Ping Hung, Chia-Ling Ho |
| 2009 | A Discriminative Approach to Topic-Based Citation Recommendation. Jie Tang, Jing Zhang |
| 2009 | A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs. Ithipan Methasate, Thanaruk Theeramunkong |
| 2009 | A Hybrid Approach to Improve Bilingual Multiword Expression Extraction. Jianyong Duan, Mei Zhang, Lijing Tong, Feng Guo |
| 2009 | A Kernel Framework for Protein Residue Annotation. Huzefa Rangwala, Christopher Kauffman, George Karypis |
| 2009 | A Multi-partition Multi-chunk Ensemble Technique to Classify Concept-Drifting Data Streams. Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham |
| 2009 | A Multi-resolution Approach for Atypical Behaviour Mining. Alice Marascu, Florent Masseglia |
| 2009 | A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data. Ke Zhang, Marcus Hutter, Huidong Jin |
| 2009 | A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization. Nizar Bouguila, Djemel Ziou |
| 2009 | A Novel Fractal Representation for Dimensionality Reduction of Large Time Series Data. Poat Sajjipanon, Chotirat Ann Ratanamahatana |
| 2009 | A Parallel Algorithm for Finding Related Pages in the Web by Using Segmented Link Structures. Xiaoyan Shen, Junliang Chen, Xiangwu Meng, Yujie Zhang, Chuanchang Liu |
| 2009 | A Polynomial-Delay Polynomial-Space Algorithm for Extracting Frequent Diamond Episodes from Event Sequences. Takashi Katoh, Hiroki Arimura, Kouichi Hirata |
| 2009 | A Statistical Approach for Binary Vectors Modeling and Clustering. Nizar Bouguila, Khalid Daoudi |
| 2009 | Accurate Synthetic Generation of Realistic Personal Information. Peter Christen, Agus Pudjijono |
| 2009 | Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies. Wilson Wong, Wei Liu, Mohammed Bennamoun |
| 2009 | Active Learning for Causal Bayesian Network Structure with Non-symmetrical Entropy. Guoliang Li, Tze-Yun Leong |
| 2009 | Addressing the Variability of Natural Language Expression in Sentence Similarity with Semantic Structure of the Sentences. Palakorn Achananuparp, Xiaohua Hu, Christopher C. Yang |
| 2009 | Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference, PAKDD 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings Thanaruk Theeramunkong, Boonserm Kijsirikul, Nick Cercone, Tu Bao Ho |
| 2009 | Aggregated Subset Mining. Albrecht Zimmermann, Björn Bringmann |
| 2009 | An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise. Peng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu |
| 2009 | An Efficient Approximate Protocol for Privacy-Preserving Association Rule Mining. Murat Kantarcioglu, Robert Nix, Jaideep Vaidya |
| 2009 | An Efficient Candidate Pruning Technique for High Utility Pattern Mining. Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee |
| 2009 | An Efficient Method for Generating, Storing and Matching Features for Text Mining. Shing-Kit Chan, Wai Lam |
| 2009 | An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning. Ana Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana |
| 2009 | An Integration of Fuzzy Association Rules and WordNet for Document Clustering. Chun-Ling Chen, Frank S. C. Tseng, Tyne Liang |
| 2009 | An Online Incremental Learning Vector Quantization. Ye Xu, Furao Shen, Osamu Hasegawa, Jinxi Zhao |
| 2009 | Analysis of Variational Bayesian Matrix Factorization. Shinichi Nakajima, Masashi Sugiyama |
| 2009 | Application-Independent Feature Construction from Noisy Samples. Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut |
| 2009 | Approximate Spectral Clustering. Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek |
| 2009 | Arif Index for Predicting the Classification Accuracy of Features and Its Application in Heart Beat Classification Problem. Muhammad Arif, Fayyaz A. Afsar, Muhammad Usman Akram, Adnan Fida |
| 2009 | Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study. Xiaoshi Yin, Xiangji Huang, Qinmin Hu, Zhoujun Li |
| 2009 | Budget Semi-supervised Learning. Zhi-Hua Zhou, Michael K. Ng, Qiao-Qiao She, Yuan Jiang |
| 2009 | Building a Text Classifier by a Keyword and Unlabeled Documents. Qiang Qiu, Yang Zhang, Junping Zhu |
| 2009 | CBDT: A Concept Based Approach to Data Stream Mining. Stefan Hoeglinger, Russel Pears, Yun Sing Koh |
| 2009 | CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log. Depin Chen, Ning Liu, Zhijun Yin, Yang Tong, Jun Yan, Zheng Chen |
| 2009 | COMUS: Ontological and Rule-Based Reasoning for Music Recommendation System. Seungmin Rho, Seheon Song, Eenjun Hwang, Minkoo Kim |
| 2009 | Centroid Neural Network with Spatial Constraints. Dong-Chul Park |
| 2009 | Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions. Chun-Sheng Chen, Vadeerat Rinsurongkawong, Christoph F. Eick, Michael D. Twa |
| 2009 | Classification of Audio Signals Using a Bhattacharyya Kernel-Based Centroid Neural Network. Dong-Chul Park, Yunsik Lee, Dong-Min Woo |
| 2009 | Clustering Data Streams in Optimization and Geography Domains. Ling-Yin Wei, Wen-Chih Peng |
| 2009 | Clustering Documents Using a Wikipedia-Based Concept Representation. Anna-Lan Huang, David N. Milne, Eibe Frank, Ian H. Witten |
| 2009 | Clustering with Lower Bound on Similarity. Mohammad Al Hasan, Saeed Salem, Benjarath Pupacdi, Mohammed J. Zaki |
| 2009 | Computing Substitution Matrices for Genomic Comparative Analysis. Minh Duc Cao, Trevor I. Dix, Lloyd Allison |
| 2009 | Cool Blog Classification from Positive and Unlabeled Examples. Kritsada Sriphaew, Hiroya Takamura, Manabu Okumura |
| 2009 | Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation. Shunkai Fu, Bingfeng Pi, Ying Zhou, Michel C. Desmarais, Weilei Wang, Song Han, Xunrong Rao |
| 2009 | DTU: A Decision Tree for Uncertain Data. Biao Qin, Yuni Xia, Fang Li |
| 2009 | Data Mining for Intrusion Detection: From Outliers to True Intrusions. Goverdhan Singh, Florent Masseglia, Céline Fiot, Alice Marascu, Pascal Poncelet |
| 2009 | Detecting Abnormal Events via Hierarchical Dirichlet Processes. Xian-Xing Zhang, Hua Liu, Yang Gao, Derek Hao Hu |
| 2009 | Detecting Link Hijacking by Web Spammers. Young-joo Chung, Masashi Toyoda, Masaru Kitsuregawa |
| 2009 | Discovering Action Rules That Are Highly Achievable from Massive Data. Einoshin Suzuki |
| 2009 | Discovering Periodic-Frequent Patterns in Transactional Databases. Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee |
| 2009 | Diversity in Combinations of Heterogeneous Classifiers. Kuo-Wei Hsu, Jaideep Srivastava |
| 2009 | Dynamic Exponential Family Matrix Factorization. Kohei Hayashi, Junichiro Hirayama, Shin Ishii |
| 2009 | Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation. Zhipeng Xie |
| 2009 | Efficient Privacy-Preserving Link Discovery. Xiaoyun He, Jaideep Vaidya, Basit Shafiq, Nabil R. Adam, Evimaria Terzi, Tyrone Grandison |
| 2009 | Emotion Recognition of Pop Music Based on Maximum Entropy with Priors. Hui He, Bo Chen, Jun Guo |
| 2009 | Estimating Optimal Feature Subsets Using Mutual Information Feature Selector and Rough Sets. Sombut Foitong, Pornthep Rojanavasu, Boonwat Attachoo, Ouen Pinngern |
| 2009 | Exploiting the Block Structure of Link Graph for Efficient Similarity Computation. Pei Li, Yuanzhe Cai, Hongyan Liu, Jun He, Xiaoyong Du |
| 2009 | Extracting Fuzzy Rules for Detecting Ventricular Arrhythmias Based on NEWFM. Dong-Kun Shin, Sang-Hong Lee, Joon S. Lim |
| 2009 | Feature Selection for Local Learning Based Clustering. Hong Zeng, Yiu-ming Cheung |
| 2009 | Finding Hidden Structures in Relational Databases. Jeffrey Xu Yu |
| 2009 | Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior. Yong Zhen Guo, Kotagiri Ramamohanarao, Laurence Anthony F. Park |
| 2009 | Growth Analysis of Neighbor Network for Evaluation of Damage Progress. Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao |
| 2009 | Hot Item Detection in Uncertain Data. Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle |
| 2009 | Information Extraction from Thai Text with Unknown Phrase Boundaries. Peerasak Intarapaiboon, Ekawit Nantajeewarawat, Thanaruk Theeramunkong |
| 2009 | Interval Data Classification under Partial Information: A Chance-Constraint Approach. Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya |
| 2009 | Item Preference Parameters from Grouped Ranking Observations. Hideitsu Hino, Yu Fujimoto, Noboru Murata |
| 2009 | K-Dominant Skyline Computation by Using Sort-Filtering Method. Mohammad Anisuzzaman Siddique, Yasuhiko Morimoto |
| 2009 | KDD for BSN - Towards the Future of Pervasive Sensing. Guang-Zhong Yang |
| 2009 | Learning to Extract Relations for Relational Classification. Steffen Rendle, Christine Preisach, Lars Schmidt-Thieme |
| 2009 | Let's Tango - Finding the Right Couple for Feature-Opinion Association in Sentiment Analysis. Kam Tong Chan, Irwin King |
| 2009 | Meaningful Subsequence Matching under Time Warping Distance for Data Stream. Vit Niennattrakul, Chotirat Ann Ratanamahatana |
| 2009 | Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data. Yanchang Zhao, Huaifeng Zhang, Longbing Cao, Chengqi Zhang, Hans Bohlscheid |
| 2009 | Mining Outliers with Faster Cutoff Update and Space Utilization. Chi-Cheong Szeto, Edward Hung |
| 2009 | Multi-resolution Boosting for Classification and Regression Problems. Chandan K. Reddy, Jin Hyeong Park |
| 2009 | Negative Encoding Length as a Subjective Interestingness Measure for Groups of Rules. Einoshin Suzuki |
| 2009 | Nonlinear Data Analysis Using a New Hybrid Data Clustering Algorithm. Ureerat Wattanachon, Jakkarin Suksawatchon, Chidchanok Lursinsap |
| 2009 | On Link Privacy in Randomizing Social Networks. Xiaowei Ying, Xintao Wu |
| 2009 | On Mining Rating Dependencies in Online Collaborative Rating Networks. Hady Wirawan Lauw, Ee-Peng Lim, Ke Wang |
| 2009 | On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. Yannick Le Bras, Philippe Lenca, Stéphane Lallich |
| 2009 | On Pairwise Kernels: An Efficient Alternative and Generalization Analysis. Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda |
| 2009 | Online Feature Selection Algorithm with Bayesian l1 Regularization. Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison |
| 2009 | Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data. Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek |
| 2009 | Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces. Su Yan, Alex Hai Wang, Dongwon Lee, C. Lee Giles |
| 2009 | Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data. Pei-Pei Li, Qianhui Liang, Xindong Wu, Xuegang Hu |
| 2009 | Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation. Zhiyuan Liu, Yabin Zheng, Maosong Sun |
| 2009 | RV-SVM: An Efficient Method for Learning Ranking SVM. Hwanjo Yu, Youngdae Kim, Seung-won Hwang |
| 2009 | Regularized Local Reconstruction for Clustering. Jun Sun, Zhiyong Shen, Bai Su, Yi-Dong Shen |
| 2009 | Robust Graph Hyperparameter Learning for Graph Based Semi-supervised Classification. Krikamol Muandet, Sanparith Marukatat, Cholwich Nattee |
| 2009 | Romanization of Thai Proper Names Based on Popularity of Usages. Akegapon Tangverapong, Atiwong Suchato, Proadpran Punyabukkana |
| 2009 | Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced Problem. Chumphol Bunkhumpornpat, Krung Sinapiromsaran, Chidchanok Lursinsap |
| 2009 | Scalable Web Mining with Newistic. Ovidiu Dan, Horatiu Mocian |
| 2009 | Sentence-Level Novelty Detection in English and Malay. Agus Trisnajaya Kwee, Flora S. Tsai, Wenyin Tang |
| 2009 | Similarity-Based Feature Selection for Learning from Examples with Continuous Values. Yun Li, Su-Jun Hu, Wen-jie Yang, Guozi Sun, Fang-Wu Yao, Geng Yang |
| 2009 | Simultaneously Finding Fundamental Articles and New Topics Using a Community Tracking Method. Tieyun Qian, Jaideep Srivastava, Zhiyong Peng, Phillip C.-Y. Sheu |
| 2009 | Spanning Tree Based Attribute Clustering. Yifeng Zeng, Jorge Cordero Hernandez, Shuyuan Lin |
| 2009 | Sparse Kernel Learning and the Relevance Units Machine. Junbin Gao, Jun Zhang |
| 2009 | Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval. Xin Chen, Xiaohua Hu, Xiajiong Shen |
| 2009 | Speeding Up Similarity Search on a Large Time Series Dataset under Time Warping Distance. Pongsakorn Ruengronghirunya, Vit Niennattrakul, Chotirat Ann Ratanamahatana |
| 2009 | Text Categorization Using Fuzzy Proximal SVM and Distributional Clustering of Words. Mani Arun Kumar, Madan Gopal |
| 2009 | Thai Word Segmentation with Hidden Markov Model and Decision Tree. Poramin Bheganan, Richi Nayak, Yue Xu |
| 2009 | The Effect of Varying Parameters and Focusing on Bus Travel Time Prediction. João Mendes-Moreira, Carlos Soares, Alípio Mário Jorge, Jorge Freire de Sousa |
| 2009 | The Future of Search: An Online Content Perspective. Andrew Tomkins |
| 2009 | The Studies of Mining Frequent Patterns Based on Frequent Pattern Tree. Show-Jane Yen, Yue-Shi Lee, Chiu-Kuang Wang, Jung-Wei Wu, Liang-Yuh Ouyang |
| 2009 | Towards a Novel Association Measure via Web Search Results Mining. Xiaojun Wan, Jianguo Xiao |
| 2009 | Trace Mining from Distributed Assembly Databases for Causal Analysis. Shohei Hido, Hirofumi Matsuzawa, Fumihiko Kitayama, Masayuki Numao |
| 2009 | Transfer Learning Action Models by Measuring the Similarity of Different Domains. Hankui Zhuo, Qiang Yang, Lei Li |
| 2009 | Tree-Based Method for Classifying Websites Using Extended Hidden Markov Models. Majid Yazdani, Milad Eftekhar, Hassan Abolhassani |
| 2009 | UCI++: Improved Support for Algorithm Selection Using Datasetoids. Carlos Soares |
| 2009 | Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?. Elsa Loekito, James Bailey |
| 2009 | Variational Bayesian Approach for Long-Term Relevance Feedback. Sabri Boutemedjet, Djemel Ziou |
| 2009 | When does Co-training Work in Real Data?. Charles X. Ling, Jun Du, Zhi-Hua Zhou |
| 2009 | X-Tracking the Changes of Web Navigation Patterns. Long Wang, Christoph Meinel |