[PDF] Proceedings Of The 2023 Siam International Conference On Data Mining Sdm eBook

Author : Joydeep Ghosh
Publisher : SIAM
Page : 662 pages
File Size : 20,10 MB
Release : 2006-04-01
Category : Computers
ISBN : 9780898716115

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The Sixth SIAM International Conference on Data Mining continues the tradition of presenting approaches, tools, and systems for data mining in fields such as science, engineering, industrial processes, healthcare, and medicine. The datasets in these fields are large, complex, and often noisy. Extracting knowledge requires the use of sophisticated, high-performance, and principled analysis techniques and algorithms, based on sound statistical foundations. These techniques in turn require powerful visualization technologies; implementations that must be carefully tuned for performance; software systems that are usable by scientists, engineers, and physicians as well as researchers; and infrastructures that support them.

Author : Daniel Barbara
Publisher : Soc for Industrial & Applied Math
Page : 368 pages
File Size : 16,9 MB
Release : 2003
Category : Computers
ISBN : 9780898715453

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We are very pleased to present the proceedings of the 2003 SIAM International Conference on Data Mining. The field of Data Mining has seen a tremendous increase of interest in recent months. Applications of Data Mining are mentioned often in the daily press, especially in the fields of security and forensics. Thus, these are exciting times for researchers and practitioners in the area. We hope that the research captured by these proceedings helps in advancing this important field.

Author : Michael W. Berry
Publisher : SIAM
Page : 556 pages
File Size : 40,39 MB
Release : 2004-01-01
Category : Mathematics
ISBN : 9780898715682

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The Fourth SIAM International Conference on Data Mining continues the tradition of providing an open forum for the presentation and discussion of innovative algorithms as well as novel applications of data mining. This is reflected in the talks by the four keynote speakers who discuss data usability issues in systems for data mining in science and engineering, issues raised by new technologies that generate biological data, ways to find complex structured patterns in linked data, and advances in Bayesian inference techniques. This proceedings includes 61 research papers.

Author : Daniel Barbara
Publisher : SIAM
Page : 368 pages
File Size : 31,34 MB
Release : 2003-01-01
Category : Mathematics
ISBN : 9780898715453

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The third SIAM International Conference on Data Mining provided an open forum for the presentation, discussion and development of innovative algorithms, software and theories for data mining applications and data intensive computation. This volume includes 21 research papers.

Author : Carlotta Demeniconi
Publisher :
Page : 764 pages
File Size : 10,70 MB
Release : 2021
Category : Data mining
ISBN : 9781611976700

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Data mining is an important tool in science, engineering, industrial processes, healthcare, business, and medicine. The datasets in these fields are large, complex, and often noisy. Extracting knowledge requires the use of sophisticated, high performance and principled analysis techniques and algorithms, based on sound theoretical and statistical foundations. These techniques in turn require implementations that are carefully tuned for performance; powerful visualization technologies; interface systems that are usable by scientists, engineers, and physicians as well as researchers; and infrastructures that support them. This conference provides a venue for researchers who are addressing these problems to present their work in a peer-reviewed forum. It also provides an ideal setting for graduate students and others new to the field to learn about cutting-edge research by hearing outstanding invited speakers and attending presentations and tutorials (included with conference registration). A set of focused workshops are also held on the last day of the conference. The proceedings of the conference are published in archival form, and are also made available on the SIAM web site.