2010 SIAM International Conference on Data Mining : April 29-May 1, 2010, Renaissance Columbus Downtown Hotel, Columbus, Ohio / edited by Srinivasan Parthasarathy, Bing Liu, Bart Goethals, Jian Pei, and Chandrika Kamath.

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Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Philadelphia, Pennsylvania : Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104), [2010]Description: Online-Ressources (953 pages) : illustrationsISBN:

9781611972801

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Additional physical formats: 9780898717037 | Erscheint auch als: 9780898717037 Druck-AusgabeDDC classification:

005.74 22

MSC: MSC: *68P15 | 68-06 | 68T05 | 68T10 | 00B25 | 68P05DOI: DOI: 10.1137/1.9781611972801Online resources:

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Summary: Welcome to SDM 2010 -- The Tenth SIAM International Conference on Data Mining. SDM 2010 continues a series of conferences focusing on the theory and practice of data mining as applied to data sets in science, engineering, biomedicine, and the social sciences, among others. Following the tradition of past conferences, the main technical program is accompanied by a number of specialized workshops, minisymposia, tutorials, a plenary panel, and the doctoral forum. The keynote talks form the centerpiece of SDM 2010: Stephen Muggleton from the Imperial College, London, UK; Grace Wahba from the University of Wisconsin; Phillip Gibbons from Intel Research; and Vipin Kumar from the University of Minnesota will share their experience and vision with us. The conference also has a diverse and rich program; apart from our strong technical program of contributed papers, there is a rich set of integrated tutorials on a wide range of topics: outlier detection, mining sparse representations, ranking methods in machine learning, and supervised and unsupervised ensemble methods. The main program is also further complemented by a group of focused workshops and a minisymposium on current and emerging topics such as data mining for sustainable development, high-performance analytics, text mining, data mining for a smarter infrastructure, an invited workshop on clustering theory and applications, and a minisymposium on natural language-based data mining. Building on the success of last year's doctoral forum, SDM 2010 will see a continuation of this popular event, which will be held along with the plenary panel on the second day of the conference. We would like to thank the entire organizing committee for the excellent job they have done putting together a strong technical program. Special thanks go to the program co-chairs, Bart Goethals and Jian Pei. They recruited the area chairs and the program committee, guided the papers submitted through a rigorous and high-standard review process, worked with the reviewers to find the highest quality submissions, and mediated among them when differences of opinion arose. We also thank Amol Ghoting for serving as publicity chair; Hui Xiong, who worked with us and SIAM to create these proceedings; Ruoming Jin and Carlotta Domeniconi, who did a great job attracting corporate and government sponsorship to support the event; Jennifer Dy for putting together a strong tutorial program; Charu Aggarwal and Marina Meila for attracting and identifying a strong set of workshops to complement the main conference program; and Misha Belkin, who served as the local arrangements chair. We also thank the tutorial speakers and workshop organizers for their hard work to bring us these exciting programs. The steering committee members--Chid Apte, Arnold Goodman, Robert Grossman, Jiawei Han, Anil K. Jain, Vipin Kumar, David Skillicorn, Padhraic Smyth, and Jeffrey D. Ullman--made invaluable contributions in setting the general direction of the conference. We would also like to thank our sponsors, Google, IBM, the National Science Foundation, and the Ohio State University, for their support of the conference, particularly the travel support for student authors and the doctoral forum. Our special thanks go to the SIAM staff members, specifically Nicole Erle, Nancy Griscom, and Linda Thiel, who provided critical support overseeing all the logistics and making the smooth operation of the entire conference possible. The conference is co-sponsored by the American Statistical Association, continuing our desire to seek closer collaboration between our two communities. Finally, we thank the authors and the participants, who are the primary reason for the success of the conference. We trust you will enjoy our time together at SDM 2010 in Columbus.PPN: PPN: 1678052132Package identifier: Produktsigel: ZDB-72-SIA | ZDB-72-SIB

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