Research Catalog

Title

Next generation of data mining applications / edited by Mehmed M. Kantardzic, Jozef Zurada.

Publication

Hoboken, N.J. ; [Great Britain] : Wiley-Interscience, [2005], ©2005.

Supplementary Content

• Contributor biographical information
• Publisher description

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Kantardzic, Mehmed.
• Zurada, Jozef, 1949-

Description

xviii, 671 pages : illustrations; 25 cm

Summary

"This book brings together an international team of eighty experts to present readers with the next generation of data-mining application. Unlike other publications that take a strictly academic and theoretical approach, this book features authors who have successfully developed data mining solutions for a variety of customer types."--BOOK JACKET.

Subjects

• Data mining
• Exploration de données (Informatique)

Bibliography (note)

• Includes bibliographical references and index.

Contents

Trends in data-mining applications : from research labs to fortune 500 companies / Mehmed Kantardzic and Jozef Zurada -- 1. Mining wafer fabrication : framework and challenges / Jemmy Soenjaya, Wynne Hsu, Mong Li Lee and Tachyang Lee -- 2. Damage detection employing data-mining techniques / A. Lazarevic, R. Kanapady, C. Kamath, V. Kumar and K. Tamma -- 3. Data projection techniques and their application in sensor array data processing / Li Yang -- 4. An application of evolutionary and neural data-mining techniques to customer relationship management / Peter Neumann, Dirk Arndt and Bernhard Sick -- 5. Sales opportunity miner : data mining for automatic evaluation of sales opportunity / Jamshid A. Vayghan, Jaideep Srivastava, Sandeep Mane, Philip S. Yu and Gedas Adomavicius -- 6. A fully distributed framework for cost-sensitive data mining / Wei Fan, Haixun Wang and Philip S. Yu -- 7. Application of variable precision rough set approach to care driver assessment / Kwei Aryeetey, Wojciech Ziarko and Kwei Quaye -- 8. Discovery of patterns in earth science data using data mining / Pusheng Zhang, Michael Steinbach, Vipin Kumar, Shashi Shekhar, Pang-Ning Tan, Steven Klooster and Christopher Potter -- 9. An active learning approach to Egeria densa detection in digital imagery / Huan Liu, Amit Mandvikar and Patricia G. Foschi -- 10. Experiences in mining data from computer simulations / Chandrika Kamath, Erick Cantu-Paz, Sen-ching S. Cheung, Imola K. Fodor and Nu Ai Tang -- 11. Statistical modeling of large-scale scientific simulation data / Tina Eliassi-Rad, Chuck Baldwin, Ghaleb Abdulla and Terence Critchlow -- 12. Data mining for gene mapping / Hannu Toivonen, Paivi Onkamo, Petteri Hintsanen, Evimaria Terzi and Petteri Sevon -- 13. Data-mining techniques for microarray data analysis / Carlotta Domeniconi, Daniel Barbara, Harsh Chaudhary, Ali Al-Timimi and Curtis Jamison -- 14. The use of emerging patterns in the analysis of gene expression profiles for the diagnosis and understanding of diseases / Guozhu Dong, Jinyan Li and Limsoon Wong -- 15. Proteomic data analysis : pattern recognition for medical diagnosis and biomarker discovery / D. R. Mani and Michael Gillette -- 16. Discovering patterns and reference models in the medical domain of isokinetics / F. Alonso, J. P. Valente, L. Martinez and C. Montes -- 17. Mining the cystic fibrosis data / Lukasz A. Kurgan, Krzysztof J. Cios, Marci K. Sontag and Frank J. Accurso -- 18. On learning strategies for topic-specific web crawling / Charu C. Aggarwal -- 19. On analyzing web log data : a parallel sequence-mining algorithm / Ayhan Demiriz -- 20. Interactive methods for taxonomy editing and validation / Scott Spangler and Jefffrey Kreulen -- 21. The use of data-mining techniques in operational crime fighting / Richard Adderley -- 22. Using data mining for intrusion detection / Mark Brodie, Mark Mei, David George and Sheng Ma -- 23. Mining closed and maximal frequent itemsets / Mohammed J. Zaki -- 24. Using fractals in data mining / Caetano Traina, Jr., Elaine Parros Machado De Sousa and Agma Juci Machado Traina -- 25. Genetic search for logic structures in data / Witold Pedrycz.

ISBN

0471656054

LCCN

2005277335

OCLC

• ocm56645124
• SCSB-5286995

Owning Institutions

Columbia University Libraries