2010 SIAM International Conference on Data Mining: April 29-May 1, 2010, Renaissance Columbus Downtown Hotel, Columbus, Ohio
Welcome to SDM 2010 --
Gespeichert in:
Weitere Verfasser: | , , , , |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Philadelphia, Pennsylvania
Society for Industrial and Applied Mathematics, SIAM
[2010]
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Schlagworte: | |
Online-Zugang: | TUM01 UBW01 UBY01 UER01 Volltext |
Zusammenfassung: | 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. |
Beschreibung: | 1 Online-Ressource (953 Seiten) Illustrationen |
ISBN: | 9781611972801 |
DOI: | 10.1137/1.9781611972801 |
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520 | 3 | |a Welcome to SDM 2010 -- | |
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520 | 3 | |a 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. | |
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spelling | 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 Philadelphia, Pennsylvania Society for Industrial and Applied Mathematics, SIAM [2010] 1 Online-Ressource (953 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier 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. Data mining ; Congresses Discrete mathematics and graph theory (DE-588)1071861417 Konferenzschrift gnd-content Parthasarathy, Srinivasan (DE-588)1224691261 edt Liu, Bing 1963- (DE-588)1014900026 edt Goethals, Bart edt Pei, Jian (DE-588)1021437980 edt Kamath, Chandrika (DE-588)138409420 edt Erscheint auch als Druck-Ausgabe 978-0-89871-703-7 https://doi.org/10.1137/1.9781611972801 Verlag URL des Erstveröffentlichers Volltext |
spellingShingle | 2010 SIAM International Conference on Data Mining April 29-May 1, 2010, Renaissance Columbus Downtown Hotel, Columbus, Ohio |
subject_GND | (DE-588)1071861417 |
title | 2010 SIAM International Conference on Data Mining April 29-May 1, 2010, Renaissance Columbus Downtown Hotel, Columbus, Ohio |
title_auth | 2010 SIAM International Conference on Data Mining April 29-May 1, 2010, Renaissance Columbus Downtown Hotel, Columbus, Ohio |
title_exact_search | 2010 SIAM International Conference on Data Mining April 29-May 1, 2010, Renaissance Columbus Downtown Hotel, Columbus, Ohio |
title_exact_search_txtP | 2010 SIAM International Conference on Data Mining April 29-May 1, 2010, Renaissance Columbus Downtown Hotel, Columbus, Ohio |
title_full | 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 |
title_fullStr | 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 |
title_full_unstemmed | 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 |
title_short | 2010 SIAM International Conference on Data Mining |
title_sort | 2010 siam international conference on data mining april 29 may 1 2010 renaissance columbus downtown hotel columbus ohio |
title_sub | April 29-May 1, 2010, Renaissance Columbus Downtown Hotel, Columbus, Ohio |
topic_facet | Konferenzschrift |
url | https://doi.org/10.1137/1.9781611972801 |
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