Get Principles and Theory for Data Mining and Machine Learning (Springer Series in Statistics)

[Ebook.z63n] Principles and Theory for Data Mining and Machine Learning (Springer Series in Statistics)

[Ebook.z63n] Principles and Theory for Data Mining and Machine Learning (Springer Series in Statistics)

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Book Details :
Published on: 2009-07-30
Released on:
Original language: English

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging methods Range of topics drawn from Statistics, Computer Science, and Electrical Engineering Publications Page - Cambridge Machine Learning Group [ full BibTeX file] 2016. Matej Balog Balaji Lakshminarayanan Zoubin Ghahramani Daniel M. Roy and Yee Whye Teh. The Mondrian kernel. In 32nd Conference on ... Machine Learning - Free E-Books Machine Learning - list of freely downloadable books at E-Books Directory Data mining - Wikipedia Data mining is an interdisciplinary subfield of computer science. It is the computational process of discovering patterns in large data sets involving methods at the ... Books IGI Global Publish with IGI Global Share your research as a full book chapter or article Research Videos Learn more about IGI Global's research videos Newsroom Latest news ... Bertrand Clarke Department of Statistics University of ... Areas of expertise: Data mining and machine learning predictionstatistical techniques for complex or high-dimensional data model bias and uncertainty. Decision tree learning - Wikipedia Decision tree learning is a method commonly used in data mining. The goal is to create a model that predicts the value of a target variable based on several input ... The WEKA Data Mining Software: an Update More than twelve years have elapsed since the first public release of WEKA. In that time the software has been rewritten entirely from scratch evolved substantially ... Data Mining Techniques - Statistics Textbook Data Mining. Data Mining is an analytic process designed to explore data (usually large amounts of data - typically business or market related - also known as "big ... Text Data Management and Analysis: A Practical ... Text Data Management and Analysis: A Practical Introduction to Information Retrieval and Text Mining Tutorials KDD 2015 10-13 August 2015 Sydney VC-Dimension and Rademacher Averages: From Statistical Learning Theory to Sampling Algorithms
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