| 2009 | Speeding Up Similarity Search on a Large Time Series Dataset under Time Warping Distance. | Pongsakorn Ruengronghirunya, Vit Niennattrakul, Chotirat Ann Ratanamahatana |
| 2009 | COMUS: Ontological and Rule-Based Reasoning for Music Recommendation System. | Seungmin Rho, Seheon Song, Eenjun Hwang, Minkoo Kim |
| 2009 | Learning to Extract Relations for Relational Classification. | Steffen Rendle, Christine Preisach, Lars Schmidt-Thieme |
| 2009 | Multi-resolution Boosting for Classification and Regression Problems. | Chandan K. Reddy, Jin Hyeong Park |
| 2009 | A Kernel Framework for Protein Residue Annotation. | Huzefa Rangwala, Christopher Kauffman, George Karypis |
| 2009 | Building a Text Classifier by a Keyword and Unlabeled Documents. | Qiang Qiu, Yang Zhang, Junping Zhu |
| 2009 | DTU: A Decision Tree for Uncertain Data. | Biao Qin, Yuni Xia, Fang Li |
| 2009 | Simultaneously Finding Fundamental Articles and New Topics Using a Community Tracking Method. | Tieyun Qian, Jaideep Srivastava, Zhiyong Peng, Phillip C.-Y. Sheu |
| 2009 | Missing Phrase Recovering by Combining Forward and Backward Phrase Translation Tables. | Peerachet Porkaew, Thepchai Supnithi |
| 2009 | Classification of Audio Signals Using a Bhattacharyya Kernel-Based Centroid Neural Network. | Dong-Chul Park, Yunsik Lee, Dong-Min Woo |
| 2009 | Centroid Neural Network with Spatial Constraints. | Dong-Chul Park |
| 2009 | Accurate Subsequence Matching on Data Stream under Time Warping Distance. | Vit Niennattrakul, Dechawut Wanichsan, Chotirat Ann Ratanamahatana |
| 2009 | Meaningful Subsequence Matching under Time Warping Distance for Data Stream. | Vit Niennattrakul, Chotirat Ann Ratanamahatana |
| 2009 | Mining Protein Interactions from Text Using Convolution Kernels. | Ramanathan Narayanan, Sanchit Misra, Simon Lin, Alok N. Choudhary |
| 2009 | Analysis of Variational Bayesian Matrix Factorization. | Shinichi Nakajima, Masashi Sugiyama |
| 2009 | Robust Graph Hyperparameter Learning for Graph Based Semi-supervised Classification. | Krikamol Muandet, Sanparith Marukatat, Cholwich Nattee |
| 2009 | The Effect of Varying Parameters and Focusing on Bus Travel Time Prediction. | Joo Mendes-Moreira, Carlos Soares, Alpio Mrio Jorge, Jorge Freire de Sousa |
| 2009 | A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs. | Ithipan Methasate, Thanaruk Theeramunkong |
| 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 | Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?. | Elsa Loekito, James Bailey |
| 2009 | Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation. | Zhiyuan Liu, Yabin Zheng, Maosong Sun |
| 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 | PAKDD Data Mining Competition 2009: New Ways of Using Known Methods. | Chaim Linhart, Guy Harari, Sharon Abramovich, Altina Buchris |
| 2009 | When does Co-training Work in Real Data?. | Charles X. Ling, Jun Du, Zhi-Hua Zhou |