| 2009 | A Combination Classification Algorithm Based on Outlier Detection and C4.5. Shengyi Jiang, Wen Yu |
| 2009 | A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining. Rachsuda Jiamthapthaksin, Christoph F. Eick, Ricardo Vilalta |
| 2009 | A Hybrid Method of Multidimensional Scaling and Clustering for Determining Genetic Influence on Phenotypes. Qiao Li, Wenjia Wang, Alexander J. MacGregor, George Smith |
| 2009 | A Hybrid Statistical Data Pre-processing Approach for Language-Independent Text Classification. Yanbo J. Wang, Frans Coenen, Robert Sanderson |
| 2009 | A Local Density Approach for Unsupervised Feature Discretization. Shengyi Jiang, Wen Yu |
| 2009 | A Multi-Strategy Approach to KNN and LARM on Small and Incrementally Induced Prediction Knowledge. JuiHsi Fu, SingLing Lee |
| 2009 | A Neighborhood Search Method for Link-Based Tag Clustering. Jianwei Cui, Pei Li, Hongyan Liu, Jun He, Xiaoyong Du |
| 2009 | A Novel Component-Based Model and Ranking Strategy in Constrained Evolutionary Optimization. Yu Wu, Yuanxiang Li, Xing Xu |
| 2009 | A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization. Rayner Alfred |
| 2009 | A Potential-Based Node Selection Strategy for Influence Maximization in a Social Network. Yitong Wang, Xiaojun Feng |
| 2009 | A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation. Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan |
| 2009 | A Secure Protocol to Maintain Data Privacy in Data Mining. Fodé Camara, Samba Ndiaye, Yahya Slimani |
| 2009 | A Semi-supervised Topic-Driven Approach for Clustering Textual Answers to Survey Questions. Hui Yang, Ajay Mysore, Sharonda Wallace |
| 2009 | A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals. Shiliang Sun, Jinbo Li |
| 2009 | Advanced Data Mining and Applications, 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings Ronghuai Huang, Qiang Yang, Jian Pei, João Gama, Xiaofeng Meng, Xue Li |
| 2009 | Alleviating Cold-Start Problem by Using Implicit Feedback. Lei Zhang, Xiangwu Meng, Jun-Liang Chen, Si-Cheng Xiong, Kun Duan |
| 2009 | An Information-Theoretic Approach for Multi-task Learning. Pei Yang, Qi Tan, Hao Xu, Yehua Ding |
| 2009 | An Outlier Detection Algorithm Based on Arbitrary Shape Clustering. Xiaoke Su, Yang Lan, Renxia Wan, Yuming Qin |
| 2009 | Analysis and Experimentation of Grid-Based Data Mining with Dynamic Load Balancing. Yong Beom Ma, Tae-Young Kim, Seung Hyeon Song, Jong Sik Lee |
| 2009 | Anomaly Detection Using Time Index Differences of Identical Symbols with and without Training Data. Stefan Skludarek, Hirosuke Yamamoto |
| 2009 | Anti-germ Performance Prediction for Detergents Based on Elman Network on Small Data Sets. Anqi Cui, Hua Xu, Peifa Jia |
| 2009 | Application of the Cross-Entropy Method to Dual Lagrange Support Vector Machine. Budi Santosa |
| 2009 | Asymmetric Feature Selection for BGP Abnormal Events Detection. Yuhai Liu, Lin-Tao Ma, Ning Yang, Ying He |
| 2009 | Automatically Identifying Tag Types. Kerstin Bischoff, Claudiu S. Firan, Cristina Kadar, Wolfgang Nejdl, Raluca Paiu |
| 2009 | Automating Gene Expression Annotation for Mouse Embryo. Liangxiu Han, Jano I. van Hemert, Richard A. Baldock, Malcolm P. Atkinson |
| 2009 | Bayesian Multi-topic Microarray Analysis with Hyperparameter Reestimation. Tomonari Masada, Tsuyoshi Hamada, Yuichiro Shibata, Kiyoshi Oguri |
| 2009 | Building a Text Classifier by a Keyword and Wikipedia Knowledge. Qiang Qiu, Yang Zhang, Junping Zhu, Wei Qu |
| 2009 | CCBitmaps: A Space-Time Efficient Index Structure for OLAP. Weiji Xiao, Jianqing Xi |
| 2009 | Calculating Similarity Efficiently in a Small World. Xu Jia, Yuanzhe Cai, Hongyan Liu, Jun He, Xiaoyong Du |
| 2009 | Chinese Blog Clustering by Hidden Sentiment Factors. Shi Feng, Daling Wang, Ge Yu, Chao Yang, Nan Yang |
| 2009 | Classification Techniques for Talent Forecasting in Human Resource Management. Hamidah Jantan, Abdul Razak Hamdan, Zulaiha Ali Othman |
| 2009 | Closed Non Derivable Data Cubes Based on Non Derivable Minimal Generators. Hanen Brahmi, Tarek Hamrouni, Riadh Ben Messaoud, Sadok Ben Yahia |
| 2009 | Cluster Analysis Based on the Central Tendency Deviation Principle. Julien Ah-Pine |
| 2009 | Collaborative Filtering Recommendation Algorithm Using Dynamic Similar Neighbor Probability. Chuangguang Huang, Jian Yin, Jing Wang, Li-Rong Zheng |
| 2009 | Combining Statistical Machine Learning Models to Extract Keywords from Chinese Documents. Chengzhi Zhang |
| 2009 | Confucius and "Its" Intelligent Disciples. Edward Y. Chang |
| 2009 | Crawling Deep Web Using a New Set Covering Algorithm. Yan Wang, Jianguo Lu, Jessica Chen |
| 2009 | Crawling and Extracting Process Data from the Web. Yaling Liu, Arvin Agah |
| 2009 | Data Mining in Financial Markets. Longbing Cao |
| 2009 | Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory. Rayner Alfred |
| 2009 | Discovery of Correlated Sequential Subgraphs from a Sequence of Graphs. Tomonobu Ozaki, Takenao Ohkawa |
| 2009 | Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis. Mingjie Tang, Yuanchun Zhou, Peng Cui, Weihang Wang, Jinyan Li, Haiting Zhang, YuanSheng Hou, Baoping Yan |
| 2009 | Discovery of Significant Classification Rules from Incrementally Inducted Decision Tree Ensemble for Diagnosis of Disease. Minghao Piao, Jong Bum Lee, Khalid E. K. Saeed, Keun Ho Ryu |
| 2009 | Evaluating the Impact of Missing Data Imputation. Adam Pantanowitz, Tshilidzi Marwala |
| 2009 | Exploiting Temporal Authors Interests via Temporal-Author-Topic Modeling. Ali Daud, Juanzi Li, Lizhu Zhou, Faqir Muhammad |
| 2009 | Feature Selection Method Combined Optimized Document Frequency with Improved RBF Network. Hao-Dong Zhu, Xiang-hui Zhao, Yong Zhong |
| 2009 | Feature Selection in Marketing Applications. Stefan Lessmann, Stefan Voß |
| 2009 | From Machine Learning to Child Learning. Charles Ling |
| 2009 | GOD-CS: A New Grid-Oriented Dissection Clustering Scheme for Large Databases. Cheng-Fa Tsai, Chien-Sheng Chiu |
| 2009 | Handling Class Imbalance Problems via Weighted BP Algorithm. Xiaoqin Wang, Huaxiang Zhang |
| 2009 | Image Classification Approach Based on Manifold Learning in Web Image Mining. Rong Zhu, Min Yao, Yiming Liu |
| 2009 | Incremental Document Clustering Based on Graph Model. Tu-Anh Nguyen-Hoang, Kiem Hoang, Danh Bui Thi, Anh-Thy Nguyen |
| 2009 | Indexing the Function: An Efficient Algorithm for Multi-dimensional Search with Expensive Distance Functions. Hanxiong Chen, Jianquan Liu, Kazutaka Furuse, Jeffrey Xu Yu, Nobuo Ohbo |
| 2009 | Initialization of the Neighborhood EM Algorithm for Spatial Clustering. Tianming Hu, Ji Ouyang, Chao Qu, Chuanren Liu |
| 2009 | Instance Selection by Border Sampling in Multi-class Domains. Guichong Li, Nathalie Japkowicz, Trevor J. Stocki, R. Kurt Ungar |
| 2009 | Investigation of Damage Identification of 16Mn Steel Based on Artificial Neural Networks and Data Fusion Techniques in Tensile Test. Hongwei Wang, Hongyun Luo, Zhiyuan Han, Qunpeng Zhong |
| 2009 | JCCM: Joint Cluster Communities on Attribute and Relationship Data in Social Networks. Li Wan, Jianxin Liao, Chun Wang, Xiaomin Zhu |
| 2009 | Learning from Video Game: A Study of Video Game Play on Problem-Solving. Xue-Min Zhang, Zijiao Shen, Xin Luo, Chunhui Su, Jiaqi Wang |
| 2009 | McSOM: Minimal Coloring of Self-Organizing Map. Haytham Elghazel, Khalid Benabdeslem, Hamamache Kheddouci |
| 2009 | Mining Candlesticks Patterns on Stock Series: A Fuzzy Logic Approach. Mario Linares Vásquez, Fabio Augusto González Osorio, Diego Fernando Hernández Losada |
| 2009 | Mining Class Contrast Functions by Gene Expression Programming. Lei Duan, Changjie Tang, Liang Tang, Tianqing Zhang, Jie Zuo |
| 2009 | Mining Compressed Repetitive Gapped Sequential Patterns Efficiently. Yongxin Tong, Zhao Li, Dan Yu, Shilong Ma, Zhiyuan Cheng, Ke Xu |
| 2009 | Mining Frequent Patterns from Network Data Flow. Xin Li, Zhi-Hong Deng, Hao Ma, Shi-Wei Tang, Bei Zhang |
| 2009 | Mining User Position Log for Construction of Personalized Activity Map. Hui Fang, Wen-Jing Hsu, Larry Rudolph |
| 2009 | Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years. Zhengbin Dong, Wenjie Wu, Xiujun Ma, Kunqing Xie, Fengjun Jin |
| 2009 | Nearest Neighbor Tour Circuit Encryption Algorithm Based Random Isomap Reduction. Wei Lu, Zheng-an Yao |
| 2009 | OFFD: Optimal Flexible Frequency Discretization for Naïve Bayes Classification. Song Wang, Fan Min, Zhihai Wang, Tianyu Cao |
| 2009 | Online New Event Detection Based on IPLSA. Xiaoming Zhang, Zhoujun Li |
| 2009 | Orthogonal Centroid Locally Linear Embedding for Classification. Yong Wang, Yonggang Hu, Yi Wu |
| 2009 | Predicting Click Rates by Consistent Bipartite Spectral Graph Model. Wensheng Guo, Guohe Li |
| 2009 | Privacy-Preserving Distributed k-Nearest Neighbor Mining on Horizontally Partitioned Multi-Party Data. Feng Zhang, Gansen Zhao, Tingyan Xing |
| 2009 | Quantitative Comparison of Similarity Measure and Entropy for Fuzzy Sets. Hongmei Wang, Sanghyuk Lee, Jaehyung Kim |
| 2009 | Rewriting XPath Expressions Depending on Path Summary. Xiaoshuang Xu, Yucai Feng, Feng Wang, Yingbiao Zhou |
| 2009 | Semantic Based Text Classification of Patent Documents to a User-Defined Taxonomy. Ashish Sureka, Pranav Prabhakar Mirajkar, Prasanna Nagesh Teli, Girish Agarwal, Sumit Kumar Bose |
| 2009 | Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach. Yan Gao, Ming Yang, Alok N. Choudhary |
| 2009 | Semi-supervised Discriminant Analysis Based on Dependence Estimation. Xiaoming Liu, Jinshan Tang, Jun Liu, Zhilin Feng, Zhaohui Wang |
| 2009 | Sensitivity Based Generalization Error for Supervised Learning Problems with Application in Feature Selection. Daniel S. Yeung |
| 2009 | Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning. Zhiyong Lin, Zhifeng Hao, Xiaowei Yang, Xiaolan Liu |
| 2009 | Similarity Evaluation of XML Documents Based on Weighted Element Tree Model. Chenying Wang, Xiaojie Yuan, Hua Ning, Xin Lian |
| 2009 | Social Influence and Role Analysis Based on Community Structure in Social Network. Tian Zhu, Bin Wu, Bai Wang |
| 2009 | Social Knowledge-Driven Music Hit Prediction. Kerstin Bischoff, Claudiu S. Firan, Mihai Georgescu, Wolfgang Nejdl, Raluca Paiu |
| 2009 | Structure Correlation in Mobile Call Networks. Deyong Hu, Bin Wu, Qi Ye, Bai Wang |
| 2009 | Study on Ensemble Classification Methods towards Spam Filtering. Jinlong Wang, Ke Gao, Yang Jiao, Gang Li |
| 2009 | Transfer Learning with Data Edit. Yong Cheng, Qingyong Li |
| 2009 | Virus Propagation and Immunization Strategies in Email Networks. Jiming Liu, Chao Gao, Ning Zhong |
| 2009 | VisNetMiner: An Integration Tool for Visualization and Analysis of Networks. Chuan Shi, Dan Zhou, Bin Wu, Jian Liu |