| 2008 | A Cluster-Based Genetic-Fuzzy Mining Approach for Items with Multiple Minimum Supports. Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng |
| 2008 | A Clustering-Oriented Star Coordinate Translation Method for Reliable Clustering Parameterization. Chieh-Yuan Tsai, Chuang-Cheng Chiu |
| 2008 | A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees. Philippe Lenca, Stéphane Lallich, Thanh-Nghi Do, Nguyen-Khang Pham |
| 2008 | A Creditable Subspace Labeling Method Based on D-S Evidence Theory. Yu Zong, Xianchao Zhang, He Jiang, Mingchu Li |
| 2008 | A Decomposition Algorithm for Learning Bayesian Network Structures from Data. Yifeng Zeng, Jorge Cordero Hernandez |
| 2008 | A Decremental Approach for Mining Frequent Itemsets from Uncertain Data. Chun Kit Chui, Ben Kao |
| 2008 | A Framework for Discovering Spatio-temporal Cohesive Networks. Jin Soung Yoo, Joengmin Hwang |
| 2008 | A Framework for Modeling Positive Class Expansion with Single Snapshot. Yang Yu, Zhi-Hua Zhou |
| 2008 | A Minimal Description Length Scheme for Polynomial Regression. Aleksandar Peckov, Saso Dzeroski, Ljupco Todorovski |
| 2008 | A Mixture Model for Expert Finding. Jing Zhang, Jie Tang, Liu Liu, Juan-Zi Li |
| 2008 | A More Topologically Stable Locally Linear Embedding Algorithm Based on R*-Tree. Tian Xia, Jintao Li, Yongdong Zhang, Sheng Tang |
| 2008 | A New Credit Scoring Method Based on Rough Sets and Decision Tree. Xiyue Zhou, Defu Zhang, Yi Jiang |
| 2008 | A New Framework for Taxonomy Discovery from Text. Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed |
| 2008 | A New Model for Image Annotation. Sanparith Marukatat |
| 2008 | A Selective Classifier for Incomplete Data. Jingnian Chen, Houkuan Huang, Fengzhan Tian, Shengfeng Tian |
| 2008 | A Simple Characterization on Serially Constructible Episodes. Takashi Katoh, Kouichi Hirata |
| 2008 | A Tree-Based Approach for Frequent Pattern Mining from Uncertain Data. Carson Kai-Sang Leung, Mark Anthony F. Mateo, Dale A. Brajczuk |
| 2008 | ANEMI: An Adaptive Neighborhood Expectation-Maximization Algorithm with Spatial Augmented Initialization. Tianming Hu, Hui Xiong, Xueqing Gong, Sam Yuan Sung |
| 2008 | Accurate and Efficient Retrieval of Multimedia Time Series Data Under Uniform Scaling and Time Warping. Waiyawuth Euachongprasit, Chotirat Ann Ratanamahatana |
| 2008 | Active Learning with Misclassification Sampling Using Diverse Ensembles Enhanced by Unlabeled Instances. Jun Long, Jianping Yin, En Zhu, Wentao Zhao |
| 2008 | Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008 Proceedings Takashi Washio, Einoshin Suzuki, Kai Ming Ting, Akihiro Inokuchi |
| 2008 | Ambiguous Frequent Itemset Mining and Polynomial Delay Enumeration. Takeaki Uno, Hiroki Arimura |
| 2008 | An Efficient Algorithm for Finding Similar Short Substrings from Large Scale String Data. Takeaki Uno |
| 2008 | An Efficient Unordered Tree Kernel and Its Application to Glycan Classification. Tetsuji Kuboyama, Kouichi Hirata, Kiyoko F. Aoki-Kinoshita |
| 2008 | Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ. David A. Cieslak, Nitesh V. Chawla |
| 2008 | Analyzing the Propagation of Influence and Concept Evolution in Enterprise Social Networks through Centrality and Latent Semantic Analysis. Weizhong Zhu, Chaomei Chen, Robert B. Allen |
| 2008 | Applying Latent Semantic Indexing in Frequent Itemset Mining for Document Relation Discovery. Thanaruk Theeramunkong, Kritsada Sriphaew, Manabu Okumura |
| 2008 | Automatic Extraction of Basis Expressions That Indicate Economic Trends. Hiroki Sakaji, Hiroyuki Sakai, Shigeru Masuyama |
| 2008 | Automatic Training Example Selection for Scalable Unsupervised Record Linkage. Peter Christen |
| 2008 | BOAI: Fast Alternating Decision Tree Induction Based on Bottom-Up Evaluation. Bishan Yang, Tengjiao Wang, Dongqing Yang, Lei Chang |
| 2008 | Bootstrap Based Pattern Selection for Support Vector Regression. Dongil Kim, Sungzoon Cho |
| 2008 | CP-Tree: A Tree Structure for Single-Pass Frequent Pattern Mining. Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee |
| 2008 | Cell-Based Outlier Detection Algorithm: A Fast Outlier Detection Algorithm for Large Datasets. You Wan, Fuling Bian |
| 2008 | Characteristic-Based Descriptors for Motion Sequence Recognition. Liang Wang, Xiaozhe Wang, Christopher Leckie, Kotagiri Ramamohanarao |
| 2008 | Combined Association Rule Mining. Huaifeng Zhang, Yanchang Zhao, Longbing Cao, Chengqi Zhang |
| 2008 | Combining Context and Existing Knowledge When Recognizing Biological Entities - Early Results. Mika Timonen, Antti Pesonen |
| 2008 | Concept Lattice-Based Mutation Control for Reactive Motifs Discovery. Kitsana Waiyamai, Peera Liewlom, Thanapat Kangkachit, Thanawin Rakthanmanon |
| 2008 | Connectivity Based Stream Clustering Using Localised Density Exemplars. Sebastian Lühr, Mihai M. Lazarescu |
| 2008 | Constrained Clustering for Gene Expression Data Mining. Vincent S. Tseng, Lien-Chin Chen, Ching-Pin Kao |
| 2008 | Cost-Sensitive Classifier Evaluation Using Cost Curves. Robert C. Holte, Chris Drummond |
| 2008 | Customer Churn Time Prediction in Mobile Telecommunication Industry Using Ordinal Regression. Rupesh K. Gopal, Saroj K. Meher |
| 2008 | Data-Aware Clustering Hierarchy for Wireless Sensor Networks. Xiaochen Wu, Peng Wang, Wei Wang, Baile Shi |
| 2008 | Designing a System for a Process Parameter Determined through Modified PSO and Fuzzy Neural Network. Jui-Tsung Wong, Kuei-Hsien Chen, Chwen-Tzeng Su |
| 2008 | Detecting Near-Duplicates in Large-Scale Short Text Databases. Caichun Gong, Yulan Huang, Xueqi Cheng, Shuo Bai |
| 2008 | Discovering New Orders of the Chemical Elements through Genetic Algorithms. Alexandre Blansché, Shuichi Iwata |
| 2008 | Efficient Algorithms for Mining Frequent and Closed Patterns from Semi-structured Data. Hiroki Arimura |
| 2008 | Efficient Joint Clustering Algorithms in Optimization and Geography Domains. Chia-Hao Lo, Wen-Chih Peng |
| 2008 | Efficient Mining of High Utility Itemsets from Large Datasets. Alva Erwin, Raj P. Gopalan, N. R. Achuthan |
| 2008 | Efficient Mining of Minimal Distinguishing Subgraph Patterns from Graph Databases. Zhiping Zeng, Jianyong Wang, Lizhu Zhou |
| 2008 | Enriching WordNet with Folksonomies. Hao Zheng, Xian Wu, Yong Yu |
| 2008 | Entity Network Prediction Using Multitype Topic Models. Hitohiro Shiozaki, Koji Eguchi, Takenao Ohkawa |
| 2008 | Evaluating Standard Techniques for Implicit Diversity. Ulf Johansson, Tuve Löfström, Lars Niklasson |
| 2008 | Exploiting Propositionalization Based on Random Relational Rules for Semi-supervised Learning. Grant Anderson, Bernhard Pfahringer |
| 2008 | Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps. Denny, Graham J. Williams, Peter Christen |
| 2008 | Extreme Support Vector Machine Classifier. Qiuge Liu, Qing He, Zhongzhi Shi |
| 2008 | FIsViz: A Frequent Itemset Visualizer. Carson Kai-Sang Leung, Pourang Irani, Christopher L. Carmichael |
| 2008 | Fast Online Estimation of the Joint Probability Distribution. Jan Peter Patist |
| 2008 | Fast k Most Similar Neighbor Classifier for Mixed Data Based on Approximating and Eliminating. Selene Hernández-Rodríguez, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad |
| 2008 | Feature Construction Based on Closedness Properties Is Not That Simple. Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut |
| 2008 | Feature Selection by Nonparametric Bayes Error Minimization. Shuang-Hong Yang, Bao-Gang Hu |
| 2008 | Fighting WebSpam: Detecting Spam on the Graph Via Content and Link Features. Yu-Jiu Yang, Shuang-Hong Yang, Bao-Gang Hu |
| 2008 | Forecasting Urban Air Pollution Using HMM-Fuzzy Model. M. Maruf Hossain, Md. Rafiul Hassan, Michael Kirley |
| 2008 | Forward Semi-supervised Feature Selection. Jiangtao Ren, Zhengyuan Qiu, Wei Fan, Hong Cheng, Philip S. Yu |
| 2008 | G-TREACLE: A New Grid-Based and Tree-Alike Pattern Clustering Technique for Large Databases. Cheng-Fa Tsai, Chia-Chen Yen |
| 2008 | Generation of Globally Relevant Continuous Features for Classification. Sylvain Létourneau, Stan Matwin, A. Fazel Famili |
| 2008 | Graph Mining: Laws, Generators and Tools. Christos Faloutsos |
| 2008 | Handling Numeric Attributes in Hoeffding Trees. Bernhard Pfahringer, Geoffrey Holmes, Richard Kirkby |
| 2008 | I/O Scalable Bregman Co-clustering. Kuo-Wei Hsu, Arindam Banerjee, Jaideep Srivastava |
| 2008 | Improving the Robustness to Outliers of Mixtures of Probabilistic PCAs. Nicolas Delannay, Cédric Archambeau, Michel Verleysen |
| 2008 | Jumping Emerging Patterns with Occurrence Count in Image Classification. Lukasz Kobylinski, Krzysztof Walczak |
| 2008 | LCM over ZBDDs: Fast Generation of Very Large-Scale Frequent Itemsets Using a Compact Graph-Based Representation. Shin-ichi Minato, Takeaki Uno, Hiroki Arimura |
| 2008 | Large-Scale k-Means Clustering with User-Centric Privacy Preservation. Jun Sakuma, Shigenobu Kobayashi |
| 2008 | Learning Classification Rules for Multiple Target Attributes. Bernard Zenko, Saso Dzeroski |
| 2008 | Learning User Purchase Intent from User-Centric Data. Rajan M. Lukose, Jiye Li, Jing Zhou, Satyanarayana Raju Penmetsa |
| 2008 | Local Projection in Jumping Emerging Patterns Discovery in Transaction Databases. Pawel Terlecki, Krzysztof Walczak |
| 2008 | Locally Linear Online Mapping for Mining Low-Dimensional Data Manifolds. Huicheng Zheng, Wei Shen, Qionghai Dai, Sanqing Hu |
| 2008 | Maintaining Optimal Multi-way Splits for Numerical Attributes in Data Streams. Tapio Elomaa, Petri Lehtinen |
| 2008 | Minimum Variance Associations - Discovering Relationships in Numerical Data. Szymon Jaroszewicz |
| 2008 | Mining Bulletin Board Systems Using Community Generation. Ming Li, Zhongfei (Mark) Zhang, Zhi-Hua Zhou |
| 2008 | Mining Changes in Patent Trends for Competitive Intelligence. Meng-Jung Shih, Duen-Ren Liu, Ming-Li Hsu |
| 2008 | Mining Correlated Subgraphs in Graph Databases. Tomonobu Ozaki, Takenao Ohkawa |
| 2008 | Mining Non-coincidental Rules without a User Defined Support Threshold. Yun Sing Koh |
| 2008 | Mining Quality-Aware Subspace Clusters. Ying-Ju Chen, Yi-Hong Chu, Ming-Syan Chen |
| 2008 | Mining a Complete Set of Both Positive and Negative Association Rules from Large Databases. Hao Wang, Xing Zhang, Guoqing Chen |
| 2008 | Multi-class Named Entity Recognition Via Bootstrapping with Dependency Tree-Based Patterns. Van B. Dang, Akiko N. Aizawa |
| 2008 | On Addressing Accuracy Concerns in Privacy Preserving Association Rule Mining. Ling Guo, Songtao Guo, Xintao Wu |
| 2008 | On Discrete Data Clustering. Nizar Bouguila, Walid ElGuebaly |
| 2008 | On Privacy in Time Series Data Mining. Ye Zhu, Yongjian Fu, Huirong Fu |
| 2008 | PAID: Packet Analysis for Anomaly Intrusion Detection. Kuo-Chen Lee, Jason Chang, Ming-Syan Chen |
| 2008 | Person Name Disambiguation in Web Pages Using Social Network, Compound Words and Latent Topics. Shingo Ono, Issei Sato, Minoru Yoshida, Hiroshi Nakagawa |
| 2008 | Privacy-Preserving Linear Fisher Discriminant Analysis. Shuguo Han, Wee Keong Ng |
| 2008 | Prospective Scientific Methodology in Knowledge Society. Genshiro Kitagawa |
| 2008 | Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining. Wai Kit Wong, David W. Cheung, Edward Hung, Huan Liu |
| 2008 | Query Expansion for the Language Modelling Framework Using the Naïve Bayes Assumption. Laurence Anthony F. Park, Kotagiri Ramamohanarao |
| 2008 | R-Map: Mapping Categorical Data for Clustering and Visualization Based on Reference Sets. Zhiyong Shen, Jun Sun, Yi-Dong Shen, Ming Li |
| 2008 | Relational Pattern Mining Based on Equivalent Classes of Properties Extracted from Samples. Nobuhiro Inuzuka, Jun-ichi Motoyama, Shinpei Urazawa, Tomofumi Nakano |
| 2008 | Rule Extraction with Rough-Fuzzy Hybridization Method. Nan-Chen Hsieh |
| 2008 | SEM: Mining Spatial Events from the Web. Kaifeng Xu, Rui Li, Shenghua Bao, Dingyi Han, Yong Yu |
| 2008 | Scaling Record Linkage to Non-uniform Distributed Class Sizes. Steffen Rendle, Lars Schmidt-Thieme |
| 2008 | Seeing Several Stars: A Rating Inference Task for a Document Containing Several Evaluation Criteria. Kazutaka Shimada, Tsutomu Endo |
| 2008 | Semantic Video Annotation by Mining Association Patterns from Visual and Speech Features. Vincent S. Tseng, Ja-Hwung Su, Jhih-Hong Huang, Chih-Jen Chen |
| 2008 | Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality Reduction. Masashi Sugiyama, Tsuyoshi Idé, Shinichi Nakajima, Jun Sese |
| 2008 | Sparse Kernel-Based Feature Weighting. Shuang-Hong Yang, Yu-Jiu Yang, Bao-Gang Hu |
| 2008 | Structure-Based Hierarchical Transformations for Interactive Visual Exploration of Social Networks. Lisa Singh, Mitchell Beard, Brian Gopalan, Gregory Nelson |
| 2008 | SubClass: Classification of Multidimensional Noisy Data Using Subspace Clusters. Ira Assent, Ralph Krieger, Petra Welter, Jörg Herbers, Thomas Seidl |
| 2008 | Supporting Creativity: Towards Associative Discovery of New Insights. Michael R. Berthold, Fabian Dill, Tobias Kötter, Kilian Thiel |
| 2008 | Term Committee Based Event Identification within News Topics. Kuo Zhang, Juan-Zi Li, Gang Wu, Kehong Wang |
| 2008 | Text Categorization of Multilingual Web Pages in Specific Domain. Jicheng Liu, Chunyan Liang |
| 2008 | The Application of Echo State Network in Stock Data Mining. Xiaowei Lin, Zehong Yang, Yixu Song |
| 2008 | Towards Region Discovery in Spatial Datasets. Wei Ding, Rachsuda Jiamthapthaksin, Rachana Parmar, Dan Jiang, Tomasz F. Stepinski, Christoph F. Eick |
| 2008 | Tracking Topic Evolution in On-Line Postings: 2006 IBM Innovation Jam Data. Mei Kobayashi, Raylene Yung |
| 2008 | Tradeoff Analysis of Different Markov Blanket Local Learning Approaches. Shunkai Fu, Michel C. Desmarais |
| 2008 | Transaction Clustering Using a Seeds Based Approach. Yun Sing Koh, Russel Pears |
| 2008 | Unmixed Spectrum Clustering for Template Composition in Lung Sound Classification. Tomonari Masada, Senya Kiyasu, Sueharu Miyahara |
| 2008 | Unsupervised Change Analysis Using Supervised Learning. Shohei Hido, Tsuyoshi Idé, Hisashi Kashima, Harunobu Kubo, Hirofumi Matsuzawa |
| 2008 | Unusual Pattern Detection in High Dimensions. Minh Quoc Nguyen, Leo Mark, Edward Omiecinski |
| 2008 | Using Ontology-Based User Preferences to Aggregate Rank Lists in Web Search. Lin Li, Zhenglu Yang, Masaru Kitsuregawa |
| 2008 | Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability. Eu-Gene Siew, Leonid Churilov, Kate Smith-Miles, Joachim P. Sturmberg |
| 2008 | What Is Frequent in a Single Graph?. Björn Bringmann, Siegfried Nijssen |