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Domain Driven Data Mining - Longbing Cao,Philip S Yu,Yanchang Zhao,Chengqi Zhang

englanti
2010-01-20
155,25 € 207,00 €

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Toimitus 22-28 arkipäivässä

30 päivän palautusoikeus

In the present thriving global economy a need has evolved for complex data analysis to enhance an organization's production systems, decision-making tactics, and performance. In turn, data mining has emerged as one of the most active areas in information technologies. Domain Driven Data Mining offers state-of the-art research and development outcomes on methodologies, techniques, approaches and successful a ... Täydellinen kuvaus

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Kuvaus

In the present thriving global economy a need has evolved for complex data analysis to enhance an organization's production systems, decision-making tactics, and performance. In turn, data mining has emerged as one of the most active areas in information technologies. Domain Driven Data Mining offers state-of the-art research and development outcomes on methodologies, techniques, approaches and successful applications in domain driven, actionable knowledge discovery.

About this book:

  • Enhances the actionability and wider deployment of existing data-centered data mining through a combination of domain and business oriented factors, constraints and intelligence.

  • Examines real-world challenges to and complexities of the current KDD methodologies and techniques.
  • Details a paradigm shift from "data-centered pattern mining" to "domain driven actionable knowledge discovery" for next-generation KDD research and applications.
  • Bridges the gap between business expectations and research output through detailed exploration of the findings, thoughts and lessons learned in conducting several large-scale, real-world data mining business applications
  • Includes techniques, methodologies and case studies in real-life enterprise data mining
  • Addresses new areas such as blog mining

Domain Driven Data Mining is suitable for researchers, practitioners and university students in the areas of data mining and knowledge discovery, knowledge engineering, human-computer interaction, artificial intelligence, intelligent information processing, decision support systems, knowledge management, and KDD project management.

Lisätietoja

Kirjoittaja Longbing Cao, Philip S Yu, Yanchang Zhao, Chengqi Zhang
Julkaisija Springer Us
Julkaisuvuosi 2010
Kannen tyyppi Kovakantinen
EAN 9781441957368
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Arvostelet: Domain Driven Data Mining
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155,25 € 207,00 €