Soft Computing for Knowledge Discovery and Data Mining - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Soft Computing for Knowledge Discovery and Data Mining write by Oded Maimon. This book was released on 2007-10-25. Soft Computing for Knowledge Discovery and Data Mining available in PDF, EPUB and Kindle. Data Mining is the science and technology of exploring large and complex bodies of data in order to discover useful patterns. It is extremely important because it enables modeling and knowledge extraction from abundant data availability. This book introduces soft computing methods extending the envelope of problems that data mining can solve efficiently. It presents practical soft-computing approaches in data mining and includes various real-world case studies with detailed results.
Soft Computing for Data Mining Applications
Soft Computing for Data Mining Applications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Soft Computing for Data Mining Applications write by K. R. Venugopal. This book was released on 2009-02-24. Soft Computing for Data Mining Applications available in PDF, EPUB and Kindle. The authors have consolidated their research work in this volume titled Soft Computing for Data Mining Applications. The monograph gives an insight into the research in the ?elds of Data Mining in combination with Soft Computing methodologies. In these days, the data continues to grow - ponentially. Much of the data is implicitly or explicitly imprecise. Database discovery seeks to discover noteworthy, unrecognized associations between the data items in the existing database. The potential of discovery comes from the realization that alternate contexts may reveal additional valuable information. The rate at which the data is storedis growing at a phenomenal rate. Asaresult,traditionaladhocmixturesofstatisticaltechniquesanddata managementtools are no longer adequate for analyzing this vast collection of data. Severaldomainswherelargevolumesofdataarestoredincentralizedor distributeddatabasesincludesapplicationslikeinelectroniccommerce,bio- formatics, computer security, Web intelligence, intelligent learning database systems,?nance,marketing,healthcare,telecommunications,andother?elds. E?cient tools and algorithms for knowledge discovery in large data sets have been devised during the recent years. These methods exploit the ca- bility of computers to search huge amounts of data in a fast and e?ective manner. However,the data to be analyzed is imprecise and a?icted with - certainty. In the case of heterogeneous data sources such as text and video, the data might moreover be ambiguous and partly con?icting. Besides, p- terns and relationships of interest are usually approximate. Thus, in order to make the information mining process more robust it requires tolerance toward imprecision, uncertainty and exceptions.
Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies
Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies write by Wang, Leon Shyue-Liang. This book was released on 2010-03-31. Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies available in PDF, EPUB and Kindle. "This book provides a reference to researchers, practitioners, and students in both soft computing and data mining communities for generating creative ideas of securing and managing data mining"--Provided by publisher.
Soft Computing in Data Science
Soft Computing in Data Science - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Soft Computing in Data Science write by Azlinah Mohamed. This book was released on 2021-10-28. Soft Computing in Data Science available in PDF, EPUB and Kindle. This book constitutes the refereed proceedings of the 6th International Conference on Soft Computing in Data Science, SCDS 2021, which was held virtually in November 2021. The 31 revised full papers presented were carefully reviewed and selected from 79 submissions. The papers are organized in topical sections on AI techniques and applications; data analytics and technologies; data mining and image processing; machine & statistical learning.
Information Fusion in Data Mining
Information Fusion in Data Mining - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Information Fusion in Data Mining write by Prof. Vicenç Torra. This book was released on 2013-06-05. Information Fusion in Data Mining available in PDF, EPUB and Kindle. Information fusion is becoming a major requirement in data mining and knowledge discovery in databases. This book presents some recent fusion techniques that are currently in use in data mining, as well as data mining applications that use information fusion. Special focus of the book is on information fusion in preprocessing, model building and information extraction with various applications.
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