Data Mining Warehousing

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Data Mining and Data Warehousing

Author : Parteek Bhatia
Publisher : Cambridge University Press
ISBN 13 : 110858585X
Total Pages : 514 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Data Mining and Data Warehousing by : Parteek Bhatia

Download or read book Data Mining and Data Warehousing written by Parteek Bhatia and published by Cambridge University Press. This book was released on 2019-06-27 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written in lucid language, this valuable textbook brings together fundamental concepts of data mining and data warehousing in a single volume. Important topics including information theory, decision tree, Naïve Bayes classifier, distance metrics, partitioning clustering, associate mining, data marts and operational data store are discussed comprehensively. The textbook is written to cater to the needs of undergraduate students of computer science, engineering and information technology for a course on data mining and data warehousing. The text simplifies the understanding of the concepts through exercises and practical examples. Chapters such as classification, associate mining and cluster analysis are discussed in detail with their practical implementation using Weka and R language data mining tools. Advanced topics including big data analytics, relational data models and NoSQL are discussed in detail. Pedagogical features including unsolved problems and multiple-choice questions are interspersed throughout the book for better understanding.

Data Warehousing and Data Mining Techniques for Cyber Security

Author : Anoop Singhal
Publisher : Springer Science & Business Media
ISBN 13 : 0387476539
Total Pages : 166 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Data Warehousing and Data Mining Techniques for Cyber Security by : Anoop Singhal

Download or read book Data Warehousing and Data Mining Techniques for Cyber Security written by Anoop Singhal and published by Springer Science & Business Media. This book was released on 2007-04-06 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of data warehousing and data mining techniques to computer security is an important emerging area, as information processing and internet accessibility costs decline and more and more organizations become vulnerable to cyber attacks. These security breaches include attacks on single computers, computer networks, wireless networks, databases, or authentication compromises. This book describes data warehousing and data mining techniques that can be used to detect attacks. It is designed to be a useful handbook for practitioners and researchers in industry, and is also suitable as a text for advanced-level students in computer science.

Encyclopedia of Data Warehousing and Mining

Author : Wang, John
Publisher : IGI Global
ISBN 13 : 1591405599
Total Pages : 1382 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Encyclopedia of Data Warehousing and Mining by : Wang, John

Download or read book Encyclopedia of Data Warehousing and Mining written by Wang, John and published by IGI Global. This book was released on 2005-06-30 with total page 1382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Warehousing and Mining (DWM) is the science of managing and analyzing large datasets and discovering novel patterns and in recent years has emerged as a particularly exciting and industrially relevant area of research. Prodigious amounts of data are now being generated in domains as diverse as market research, functional genomics and pharmaceuticals; intelligently analyzing these data, with the aim of answering crucial questions and helping make informed decisions, is the challenge that lies ahead. The Encyclopedia of Data Warehousing and Mining provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges in this rapidly expanding field of data warehousing and mining (DWM). This encyclopedia consists of more than 350 contributors from 32 countries, 1,800 terms and definitions, and more than 4,400 references. This authoritative publication offers in-depth coverage of evolutions, theories, methodologies, functionalities, and applications of DWM in such interdisciplinary industries as healthcare informatics, artificial intelligence, financial modeling, and applied statistics, making it a single source of knowledge and latest discoveries in the field of DWM.

Modern Data Warehousing, Mining, and Visualization

Author : George M. Marakas
Publisher :
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Modern Data Warehousing, Mining, and Visualization by : George M. Marakas

Download or read book Modern Data Warehousing, Mining, and Visualization written by George M. Marakas and published by . This book was released on 2003 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: For undergraduate/graduate-level Data Mining or Data Warehousing courses in Information Systems or Operations Management Departments electives. Taking a multidisciplinary user/manager approach, this text looks at data warehousing technologies necessary to support the business processes of the twenty-first century. Using a balanced professional and conversational approach, it explores the basic concepts of data mining, warehousing, and visualization with an emphasis on both technical and managerial issues and the implication of these modern emerging technologies on those issues. Data mining and visualization exercises using an included fully-enabled, but time-limited version of Megaputer's PolyAnalyst and TextAnalyst data mining and visualization software give students hands-on experience with real-world applications.

Data Warehousing Olap And Data Mining

Author : S. Nagabhushana
Publisher : New Age International
ISBN 13 : 8122417647
Total Pages : 22 pages
Book Rating : 4.1/5 (224 download)

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Book Synopsis Data Warehousing Olap And Data Mining by : S. Nagabhushana

Download or read book Data Warehousing Olap And Data Mining written by S. Nagabhushana and published by New Age International. This book was released on 2006 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Book Is Mainly Intended For It Students And Professionals To Learn Or Implement Data Warehousing Technologies. It Experiences The Real-Time Environment And Promotes Planning, Managing, Designing, Implementing, Supporting, Maintaining And Analyzing Data Warehouse In Organizations And It Also Provides Various Mining Techniques As Well As Issues In Practical Use Of Data Mining Tools.The Book Is Designed For The Target Audience Such As Specialists, Trainers And It Users. It Does Not Assume Any Special Knowledge As Background. Understanding Of Computer Use, Databases And Statistics Will Be Helpful.

Integrations of Data Warehousing, Data Mining and Database Technologies

Author : David Taniar
Publisher : IGI Global
ISBN 13 : 9781609605377
Total Pages : 0 pages
Book Rating : 4.6/5 (53 download)

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Book Synopsis Integrations of Data Warehousing, Data Mining and Database Technologies by : David Taniar

Download or read book Integrations of Data Warehousing, Data Mining and Database Technologies written by David Taniar and published by IGI Global. This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides a comprehensive compilation of knowledge covering state-of-the-art developments and research, as well as current innovative activities in data warehousing and mining, focusing on the integration between the fields of data warehousing and data mining, with emphasis on the applicability to real world problems"--Provided by publisher.

Building the Data Warehouse

Author : W. H. Inmon
Publisher : John Wiley & Sons
ISBN 13 : 0471270482
Total Pages : 434 pages
Book Rating : 4.4/5 (712 download)

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Book Synopsis Building the Data Warehouse by : W. H. Inmon

Download or read book Building the Data Warehouse written by W. H. Inmon and published by John Wiley & Sons. This book was released on 2002-10-01 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: The data warehousing bible updated for the new millennium Updated and expanded to reflect the many technological advances occurring since the previous edition, this latest edition of the data warehousing "bible" provides a comprehensive introduction to building data marts, operational data stores, the Corporate Information Factory, exploration warehouses, and Web-enabled warehouses. Written by the father of the data warehouse concept, the book also reviews the unique requirements for supporting e-business and explores various ways in which the traditional data warehouse can be integrated with new technologies to provide enhanced customer service, sales, and support-both online and offline-including near-line data storage techniques.

Data Mining and Data Warehousing

Author : S. K. Mourya
Publisher : Alpha Science International, Limited
ISBN 13 : 9781842657577
Total Pages : 0 pages
Book Rating : 4.6/5 (575 download)

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Book Synopsis Data Mining and Data Warehousing by : S. K. Mourya

Download or read book Data Mining and Data Warehousing written by S. K. Mourya and published by Alpha Science International, Limited. This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining (if you haven't heard of it before), is the Automated Extraction of Hidden Predictive Information from Databases. This book discusses in a step by step approach instructions for the entire data modeling process, with special emphasis on the business knowledge necessary for effective results giving quick introductions to database and data mining concepts with particular emphasis on data analysis followed by concepts and techniques that underlie classification, prediction, association, and clustering. These topics are presented with examples and algorithms for each problem. The Socratic presentation style is both very readable and very informative. The purpose of this book is to serve as a handbook for analysts, data miners, and marketing managers at all levels.

Data Mining: Concepts and Techniques

Author : Jiawei Han
Publisher : Elsevier
ISBN 13 : 0123814804
Total Pages : 740 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Data Mining: Concepts and Techniques by : Jiawei Han

Download or read book Data Mining: Concepts and Techniques written by Jiawei Han and published by Elsevier. This book was released on 2011-06-09 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining. This book is intended for Computer Science students, application developers, business professionals, and researchers who seek information on data mining. - Presents dozens of algorithms and implementation examples, all in pseudo-code and suitable for use in real-world, large-scale data mining projects - Addresses advanced topics such as mining object-relational databases, spatial databases, multimedia databases, time-series databases, text databases, the World Wide Web, and applications in several fields - Provides a comprehensive, practical look at the concepts and techniques you need to get the most out of your data

Data Warehousing Fundamentals

Author : Paulraj Ponniah
Publisher : John Wiley & Sons
ISBN 13 : 0471463892
Total Pages : 544 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Data Warehousing Fundamentals by : Paulraj Ponniah

Download or read book Data Warehousing Fundamentals written by Paulraj Ponniah and published by John Wiley & Sons. This book was released on 2004-04-07 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geared to IT professionals eager to get into the all-importantfield of data warehousing, this book explores all topics needed bythose who design and implement data warehouses. Readers will learnabout planning requirements, architecture, infrastructure, datapreparation, information delivery, implementation, and maintenance.They'll also find a wealth of industry examples garnered from theauthor's 25 years of experience in designing and implementingdatabases and data warehouse applications for majorcorporations. Market: IT Professionals, Consultants.

Web Warehousing and Knowledge Management

Author : Rob Mattison
Publisher : McGraw-Hill Companies
ISBN 13 :
Total Pages : 616 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Web Warehousing and Knowledge Management by : Rob Mattison

Download or read book Web Warehousing and Knowledge Management written by Rob Mattison and published by McGraw-Hill Companies. This book was released on 1999 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text explains the applications, architecture, and implementation issues of Web data warehousing. The book also features the tools that people use to find patterns within a database stored to the Internet which can be shared with suppliers.

Evolving Application Domains of Data Warehousing and Mining

Author : Pedro Nuno San-Banto Furtado
Publisher : IGI Global Snippet
ISBN 13 : 9781605668161
Total Pages : 345 pages
Book Rating : 4.6/5 (681 download)

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Book Synopsis Evolving Application Domains of Data Warehousing and Mining by : Pedro Nuno San-Banto Furtado

Download or read book Evolving Application Domains of Data Warehousing and Mining written by Pedro Nuno San-Banto Furtado and published by IGI Global Snippet. This book was released on 2010 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides insight into the latest findings concerning data warehousing, data mining, and their applications in everyday human activities"--Provided by publisher.

Introduction to Data Mining and its Applications

Author : S. Sumathi
Publisher : Springer
ISBN 13 : 3540343512
Total Pages : 836 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Introduction to Data Mining and its Applications by : S. Sumathi

Download or read book Introduction to Data Mining and its Applications written by S. Sumathi and published by Springer. This book was released on 2006-10-12 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in database systems, and presents a broad, yet in-depth overview of the field of data mining. Data mining is a multidisciplinary field, drawing work from areas including database technology, artificial intelligence, machine learning, neural networks, statistics, pattern recognition, knowledge based systems, knowledge acquisition, information retrieval, high performance computing and data visualization.

Data Warehousing, Data Mining, & Olap

Author : Berson
Publisher : Tata McGraw-Hill Education
ISBN 13 : 9780070587410
Total Pages : 0 pages
Book Rating : 4.5/5 (874 download)

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Book Synopsis Data Warehousing, Data Mining, & Olap by : Berson

Download or read book Data Warehousing, Data Mining, & Olap written by Berson and published by Tata McGraw-Hill Education. This book was released on 2004-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Business Intelligence and Data Mining

Author : Anil Maheshwari
Publisher : Business Expert Press
ISBN 13 : 1631571214
Total Pages : 226 pages
Book Rating : 4.6/5 (315 download)

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Book Synopsis Business Intelligence and Data Mining by : Anil Maheshwari

Download or read book Business Intelligence and Data Mining written by Anil Maheshwari and published by Business Expert Press. This book was released on 2014-12-31 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: “This book is a splendid and valuable addition to this subject. The whole book is well written and I have no hesitation to recommend that this can be adapted as a textbook for graduate courses in Business Intelligence and Data Mining.” Dr. Edi Shivaji, Des Moines, Iowa “As a complete novice to this area just starting out on a MBA course I found the book incredibly useful and very easy to follow and understand. The concepts are clearly explained and make it an easy task to gain an understanding of the subject matter.” -- Mr. Craig Domoney, South Africa. Business Intelligence and Data Mining is a conversational and informative book in the exploding area of Business Analytics. Using this book, one can easily gain the intuition about the area, along with a solid toolset of major data mining techniques and platforms. This book can thus be gainfully used as a textbook for a college course. It is also short and accessible enough for a busy executive to become a quasi-expert in this area in a couple of hours. Every chapter begins with a case-let from the real world, and ends with a case study that runs across the chapters.

Data Mining and Data Warehousing

Author : Bharat Bhushan Agarwal
Publisher : Laxmi Publications, Ltd.
ISBN 13 : 9788131806586
Total Pages : 376 pages
Book Rating : 4.8/5 (65 download)

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Book Synopsis Data Mining and Data Warehousing by : Bharat Bhushan Agarwal

Download or read book Data Mining and Data Warehousing written by Bharat Bhushan Agarwal and published by Laxmi Publications, Ltd.. This book was released on 2009 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Warehousing in the Age of Big Data

Author : Krish Krishnan
Publisher : Newnes
ISBN 13 : 0124059201
Total Pages : 371 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Data Warehousing in the Age of Big Data by : Krish Krishnan

Download or read book Data Warehousing in the Age of Big Data written by Krish Krishnan and published by Newnes. This book was released on 2013-05-02 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Warehousing in the Age of the Big Data will help you and your organization make the most of unstructured data with your existing data warehouse. As Big Data continues to revolutionize how we use data, it doesn't have to create more confusion. Expert author Krish Krishnan helps you make sense of how Big Data fits into the world of data warehousing in clear and concise detail. The book is presented in three distinct parts. Part 1 discusses Big Data, its technologies and use cases from early adopters. Part 2 addresses data warehousing, its shortcomings, and new architecture options, workloads, and integration techniques for Big Data and the data warehouse. Part 3 deals with data governance, data visualization, information life-cycle management, data scientists, and implementing a Big Data–ready data warehouse. Extensive appendixes include case studies from vendor implementations and a special segment on how we can build a healthcare information factory. Ultimately, this book will help you navigate through the complex layers of Big Data and data warehousing while providing you information on how to effectively think about using all these technologies and the architectures to design the next-generation data warehouse. - Learn how to leverage Big Data by effectively integrating it into your data warehouse. - Includes real-world examples and use cases that clearly demonstrate Hadoop, NoSQL, HBASE, Hive, and other Big Data technologies - Understand how to optimize and tune your current data warehouse infrastructure and integrate newer infrastructure matching data processing workloads and requirements