| 2009 | A fault tolerant peer-to-peer distributed EM algorithm. Behrooz Safarinejadian, Mohammad B. Menhaj, Mehdi Karrari |
| 2009 | A new hybrid method for Bayesian network learning With dependency constraints. Oliver Schulte, Gustavo Frigo, Russell Greiner, Wei Luo, Hassan Khosravi |
| 2009 | A novel data clustering algorithm based on electrostatic field concepts. Masoumeh Kalantari Khandani, Parvaneh Saeedi, Yaser P. Fallah, Mehdi K. Khandani |
| 2009 | A pillar algorithm for K-means optimization by distance maximization for initial centroid designation. Ali Ridho Barakbah, Yasushi Kiyoki |
| 2009 | An adaptive ensemble classifier for concept drifting stream. Dengyuan Wu, Ying Liu, Ge Gao, Zhendong Mao, Weishan Ma, Tao He |
| 2009 | An approximation algorithm for finding skeletal points for density based clustering approaches. Soheil Hassas Yeganeh, Jafar Habibi, Hassan Abolhassani, Mahdi Abbaspour Tehrani, Jamshid Esmaelnezhad |
| 2009 | An architecture and algorithms for multi-run clustering. Rachsuda Jiamthapthaksin, Christoph F. Eick, Vadeerat Rinsurongkawong |
| 2009 | An empirical study of bagging and boosting ensembles for identifying faulty classes in object-oriented software. Hamoud Aljamaan, Mahmoud O. Elish |
| 2009 | An enhanced data mining life cycle. Markus Hofmann, Brendan Tierney |
| 2009 | An improved multiple minimum support based approach to mine rare association rules. R. Uday Kiran, P. Krishna Reddy |
| 2009 | Analysis and visualization of the geographical distribution of atlantic forest bromeliads species. Stainam Nogueira Brandão, Wagner N. Silva, Luís Alexandre Estevão da Silva, Vladimir Fagundes, Carlos Eduardo Ribeiro de Mello, Geraldo Zimbrão, Jano Moreira de Souza |
| 2009 | Application of the preference learning model to a human resources selection task. Fabio Aiolli, Michele De Filippo De Grazia, Alessandro Sperduti |
| 2009 | Assessing the influence probability between objects: A random walker approach. Pei Li, Zhixu Li, Jun He, Xiaoyong Du, Hongyan Liu |
| 2009 | Association based classification for relational data and its use in web mining. Vladimír Bartík |
| 2009 | Automatic analysis of eye tracking data for medical diagnosis. Filippo Galgani, Yiwen Sun, Pier Luca Lanzi, Jason Leigh |
| 2009 | Building ultra-low false alarm rate Support Vector Classifier ensembles using Random Subspaces. Barry Y. Chen, Tracy D. Lemmond, William G. Hanley |
| 2009 | Clustering-based activity classification with a wrist-worn accelerometer using basic features. Pekka Siirtola, Perttu Laurinen, Eija Haapalainen, Juha Röning, Hannu Kinnunen |
| 2009 | Collaborative filtering with fine-grained trust metric. Su Chen, Tiejian Luo, Wei Liu, Yanxiang Xu |
| 2009 | Data mining via protoform based linguistic summaries: Some possible relations to natural language generation. Janusz Kacprzyk, Slawomir Zadrozny |
| 2009 | Data mining with ensembles of fuzzy decision trees. Christophe Marsala |
| 2009 | Decision trees as information source for attribute selection. Kyoko Fukuda, Brent Martin |
| 2009 | Density-based clustering of polygons. Deepti Joshi, Ashok Samal, Leen-Kiat Soh |
| 2009 | Dependable performance analysis for fuzzy clustering of web usage data. Amir Ketata, Sudhir P. Mudur, Nematollaah Shiri |
| 2009 | Determining the strength of the propensities of a blog network. Seok-Ho Yoon, Sang-Wook Kim, Sunju Park |
| 2009 | Discovering relational knowledge from two disjoint sets of literatures using inductive Logic Programming. Supphachai Thaicharoen, Tom Altman, Katheleen J. Gardiner, Krzysztof J. Cios |
| 2009 | Diversity analysis on imbalanced data sets by using ensemble models. Shuo Wang, Xin Yao |
| 2009 | Dynamic classifier selection using clustering for spam detection. Mehrnoush Famil Saeedian, Hamid Beigy |
| 2009 | Efficient model selection for Support Vector Machine with Gaussian kernel function. Yaohua Tang, Weimin Guo, Jinghuai Gao |
| 2009 | Empirical comparison of graph classification algorithms. Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook |
| 2009 | Ensemble member selection using multi-objective optimization. Tuve Löfström, Ulf Johansson, Henrik Boström |
| 2009 | Evolving decision trees using oracle guides. Ulf Johansson, Lars Niklasson |
| 2009 | Extracting hot spots of basic and complex topics from time stamped documents. Wei Chen, Parvathi Chundi |
| 2009 | Faster computation of the direct product kernel for graph classification. Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook |
| 2009 | Fuzzy p-mode prototypes: A generalization of frequency-based cluster prototypes for clustering categorical objects. Mahnhoon Lee |
| 2009 | Gender identification from E-mails. Na Cheng, Xiaoling Chen, Rajarathnam Chandramouli, K. P. Subbalakshmi |
| 2009 | Generalized random rotation perturbation for vertically partitioned data sets. Zhenmin Lin, Jie Wang, Lian Liu, Jun Zhang |
| 2009 | Handling continuous attributes in Ant Colony Classification algorithms. Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson |
| 2009 | Hierarchically classifying documents with multiple labels. Andrew Mayne, Russell Perry |
| 2009 | HybridSOM: A generic rule extraction framework for self-organizing feature maps. Willem S. van Heerden, Andries P. Engelbrecht |
| 2009 | Incremental Wrapper-based subset Selection with replacement: An advantageous alternative to sequential forward selection. Pablo Bermejo, José A. Gámez, José M. Puerta |
| 2009 | Intelligent feature extraction and knowledge mining by multivariate analyses. Yisong Chen, Hong Cui |
| 2009 | LD-BSCA: A local-density based spatial clustering algorithm. Guiyi Wei, Haiping Liu |
| 2009 | Large-scale attribute selection using wrappers. Martin Gütlein, Eibe Frank, Mark Hall, Andreas Karwath |
| 2009 | Local mining of Association Rules with Rule Schemas. Andrei Olaru, Claudia Marinica, Fabrice Guillet |
| 2009 | MWASP: Multiple-Width Approximate Sequential Patterns. Kelly Kingchi Yip, David A. Nembhard |
| 2009 | Maintaining only frequent itemsets to mine approximate frequent itemsets over online data streams. Yongyan Wang, Kun Li, Hongan Wang |
| 2009 | Mining Multiple Temporal Patterns of complex dynamic data systems. Xin Feng, Odilon K. Senyana |
| 2009 | Mining electronic medical records for patient care patterns. Anna L. Buczak, Linda J. Moniz, Brian H. Feighner, Joseph S. Lombardo |
| 2009 | Mining for insider threats in business transactions and processes. William Eberle, Lawrence B. Holder |
| 2009 | Missing traffic flow data prediction using least squares support vector machines in urban arterial streets. Yang Zhang, Yuncai Liu |
| 2009 | Non-collaborative interest mining for personal devices. Sangoh Jeong, Doreen Cheng, Henry Song, Swaroop Kalasapur |
| 2009 | Parametric subspace analysis for dimensionality reduction and classification. Nhat Vo, Duc Vo, Subhash Challa, William Moran |
| 2009 | Practical fuzzy decision trees. Na'el Abu-Halaweh, Robert W. Harrison |
| 2009 | Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009, part of the IEEE Symposium Series on Computational Intelligence 2009, Nashville, TN, USA, March 30, 2009 - April 2, 2009 |
| 2009 | Regularized Extreme Learning Machine. Wanyu Deng, Qinghua Zheng, Lin Chen |
| 2009 | Relevance weighting of multi-term queries for Vector Space Model. Louis S. Wang |
| 2009 | Skill rating by Bayesian inference. Giuseppe Di Fatta, G. McC. Haworth, Kenneth W. Regan |
| 2009 | The locality of RBF-SVM for incremental learning. Wael Emara, Mehmed M. Kantardzic |
| 2009 | Trajectory clustering in road network environment. Jung-Im Won, Sang-Wook Kim, Ji-Haeng Baek, Junghoon Lee |
| 2009 | Tutorial CIDM-T Temporal pattern mining in symbolic time point and time interval data. Fabian Mörchen |