=============================================================== Call for Papers
The 3rd International Workshop on Mining Multiple Information Sources (MMIS) http://www.cse.fau.edu/~xqzhu/mmis/mmis-09/mmis09.html -------------------------------------------------------------------------- ----------- The aim of this workshop is to bring together data mining experts to advance research on pattern discovery from multiple information sources, and identify current needs for such purposes. Representative issues to be addressed include but are not limited to: Machine Learning in Multi-source Environments +Multi-view learning, multi-task learning, transfer learning +Ensemble learning and ensemble clustering Harnessing Complex Data Relationship +Database similarity assessment +Automatic schema mapping and relationship discovery +New mapping framework for multiple information sources +Data source classification and clustering +Data cleansing, data preparation, data/pattern selection, conflict and inconsistency resolution Integrative and Cooperative Mining +Model integration for heterogeneous information sources +Mode transferring across different data domains +Incremental and scalable data mining algorithms Differentiation and Correlation +Local pattern analysis and fusion +Global pattern synthesizing and assessment +Merging local rules for global pattern discovery +Pattern summarization from multiple datasets +Multi-dimensional pattern search and comparison +Pattern comparison across multiple data sources +Inter pattern discovery from complex data sources Stream data mining algorithms +Clustering and classification of data of changing distributions +Data stream processing, storage, and retrieval systems +Sensor networking Interactive data mining systems +Query languages for mining multiple information sources +Query optimization for distributed data mining +Distributed data mining operators in supporting interactive data mining queries ************************************************************************ Paper Types We solicit two types of papers: Research paper and Application paper (8 pages for all submissions inclusive of all references and figures). Research papers should focus on new designs, algorithms, and solutions for mining multiple information sources, whereas Application papers may provide frameworks and systems related to real-world multi-source mining applications. Alternatively, the authors can submit a data track application paper (2 pages) which purely discusses real-world multi-source data and related research topics. A copy of multi-source data must be submitted (through email) for verification. If there is any copyright issue related to the submitted data, the authors should clearly mention this issue in the submission. ************************************************************************ Important Dates August 8, 2009: Submission Due Date (Late submission can be directly sent to the workshop co-chairs) Sept. 8, 2009: Author notification Sept. 28, 2009: Submission of Camera-ready papers Dec. 6, 2009: Workshop in Miami, FL ************************************************************************ Workshop Co-Chairs Ruoming Jin Kent State University, USA Xingquan Zhu University of Technology, Sydney, Australia Florida Atlantic University, USA Haixun Wang Microsoft Research Asia, China
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