Lior Rokach – författare
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24 produkter
Data Mining and Knowledge Discovery Handbook
E-bok, 2010
5530 kr
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Knowledge Discovery demonstrates intelligent computing at its best, and is the most desirable and interesting end-product of Information Technology. To be able to discover and to extract knowledge from data is a task that many researchers and practitioners are endeavoring to accomplish. There is a …
Data Mining and Knowledge Discovery Handbook
E-bok, 2006
3306 kr
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Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository. This book first surveys, then provides comprehensive yet …
Soft Computing for Knowledge Discovery and Data Mining
Inbunden, 2007
567 kr
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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.Soft Computing for Knowledge Discovery and Data Mining …
Soft Computing for Knowledge Discovery and Data Mining
E-bok, 2007
734 kr
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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. Soft Computing for Knowledge Discovery and Data Mining …
Recommender Systems Handbook
Av Paul B. Kantor, Bracha Shapira m. fl.
E-bok, 2010
2568 kr
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The explosive growth of e-commerce and online environments has made the issue of information search and selection increasingly serious; users are overloaded by options to consider and they may not have the time or knowledge to personally evaluate these options. Recommender systems have proven to be …
Recommender Systems Handbook
Av Francesco Ricci, Lior Rokach m. fl.
Inbunden, 2022
3700 kr
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This third edition handbook describes in detail the classical methods as well as extensions and novel approaches that were more recently introduced within this field. It consists of five parts: general recommendation techniques, special recommendation techniques, value and impact of recommender …
Recommender Systems Handbook
Av Bracha Shapira, Lior Rokach m. fl.
E-bok, 2022
4398 kr
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This third edition handbook describes in detail the classical methods as well as extensions and novel approaches that were more recently introduced within this field. It consists of five parts: general recommendation techniques, special recommendation techniques, value and impact of recommender …
Recommender Systems Handbook
Av Francesco Ricci, Lior Rokach m. fl.
Häftad, 2023
3700 kr
Lägg i varukorg
This third edition handbook describes in detail the classical methods as well as extensions and novel approaches that were more recently introduced within this field. It consists of five parts: general recommendation techniques, special recommendation techniques, value and impact of recommender …
Soft Computing for Knowledge Discovery and Data Mining
Häftad, 2010
567 kr
Lägg i varukorg
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.Soft Computing for Knowledge Discovery and Data Mining …
Survey of Data Leakage Detection and Prevention Solutions
Av Asaf Shabtai, Yuval Elovici m. fl.
Häftad, 2012
567 kr
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SpringerBriefs present concise summaries of cutting-edge research and practical applications across a wide spectrum of fields. Featuring compact volumes of 50 to 100 pages (approximately 20,000- 40,000 words), the series covers a range of content from professional to academic. Briefs allow authors …
Survey of Data Leakage Detection and Prevention Solutions
Av Lior Rokach, Yuval Elovici m. fl.
E-bok, 2012
755 kr
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SpringerBriefs present concise summaries of cutting-edge research and practical applications across a wide spectrum of fields. Featuring compact volumes of 50 to 100 pages (approximately 20,000- 40,000 words), the series covers a range of content from professional to academic. Briefs allow authors …
Recommender Systems Handbook
Av Bracha Shapira, Lior Rokach m. fl.
E-bok, 2015
4554 kr
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This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to …
Recommender Systems Handbook
Av Francesco Ricci, Lior Rokach m. fl.
Häftad, 2016
3742 kr
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This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to …
Proactive Data Mining with Decision Trees
Av Haim Dahan, Shahar Cohen m. fl.
Häftad, 2014
567 kr
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This book explores a proactive and domain-driven method to classification tasks. This novel proactive approach to data mining not only induces a model for predicting or explaining a phenomenon, but also utilizes specific problem/domain knowledge to suggest specific actions to achieve optimal …
Proactive Data Mining with Decision Trees
Av Oded Maimon, Lior Rokach m. fl.
E-bok, 2014
755 kr
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This book explores a proactive and domain-driven method to classification tasks. This novel proactive approach to data mining not only induces a model for predicting or explaining a phenomenon, but also utilizes specific problem/domain knowledge to suggest specific actions to achieve optimal …
Machine Learning for Data Science Handbook
Data Mining and Knowledge Discovery Handbook
Av Lior Rokach, Oded Maimon m. fl.
Inbunden, 2023
3145 kr
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This book is a major update to the very successful first and second editions (2005 and 2010) of Data Mining and Knowledge Discovery Handbook. Since the last edition, this field has continued to evolve and to gain popularity. Existing methods are constantly being improved and new methods, …
Machine Learning for Data Science Handbook
Data Mining and Knowledge Discovery Handbook
Av Erez Shmueli, Oded Maimon m. fl.
E-bok, 2023
4187 kr
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This book is a major update to the very successful first and second editions (2005 and 2010) of Data Mining and Knowledge Discovery Handbook. Since the last edition, this field has continued to evolve and to gain popularity. Existing methods are constantly being improved and new methods, …
Machine Learning for Data Science Handbook
Data Mining and Knowledge Discovery Handbook
Av Lior Rokach, Oded Maimon m. fl.
Häftad, 2024
3145 kr
Lägg i varukorg
This book is a major update to the very successful first and second editions (2005 and 2010) of Data Mining and Knowledge Discovery Handbook. Since the last edition, this field has continued to evolve and to gain popularity. Existing methods are constantly being improved and new methods, …
ENSEMBLE LEARNING: PATTERN CLASSIFICATION USING ENSEMBLE METHODS (SECOND EDITION)
Av Lior Rokach
Inbunden, 2019
1693 kr
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This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and …
CLUSTER ANALYSIS: A PRIMER USING R
Av Lior Rokach
Inbunden, 2024
1617 kr
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Cluster analysis is a fundamental data analysis task that aims to group similar data points together, revealing the inherent structure and patterns within complex datasets. This book serves as a comprehensive and accessible guide, taking readers on a captivating journey through the foundational …
DECOMPOSITION METHODOLOGY FOR KNOWLEDGE DISCOVERY AND DATA MINING: THEORY AND APPLICATIONS
Inbunden, 2005
1824 kr
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Data Mining is the science and technology of exploring data in order to discover previously unknown patterns. It is a part of the overall process of Knowledge Discovery in Databases (KDD). The accessibility and abundance of information today makes data mining a matter of considerable importance and …
DATA MINING WITH DECISION TREES: THEORY AND APPLICATIONS
Inbunden, 2007
1821 kr
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This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique.Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining, the science and technology of …
PATTERN CLASSIFICATION USING ENSEMBLE METHODS
Av Lior Rokach
Inbunden, 2009
1442 kr
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Researchers from various disciplines such as pattern recognition, statistics, and machine learning have explored the use of ensemble methodology since the late seventies. Thus, they are faced with a wide variety of methods, given the growing interest in the field. This book aims to impose a degree …
DATA MINING WITH DECISION TREES: THEORY AND APPLICATIONS (2ND EDITION)
Inbunden, 2014
1759 kr
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Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are …
