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Data Warehousing And Data Mining For Telecommunications
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Book Synopsis Data Warehousing and Data Mining for Telecommunications by : Rob Mattison
Download or read book Data Warehousing and Data Mining for Telecommunications written by Rob Mattison and published by Artech House Publishers. This book was released on 1997 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive guide is the first to provide practical, step-by-step directions for designing and delivering data warehousing and mining applications -- specifically in a telecommunications environment.
Book Synopsis Databases in Telecommunications II by : Willem Jonker
Download or read book Databases in Telecommunications II written by Willem Jonker and published by Springer. This book was released on 2003-06-30 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Just like the previous workshop at VLDB 1999 in Edinburgh, the purpose of this workshop is to promote telecom data management as one of the core research areas in database research and to establish a strong connection between the telecom and database research communities. As I wrote in the preface of those proceedings, data management in telecommuni- tions is an interesting area of research given the fact that both service management and service provisioning are very data intensive, and pose extreme requirements on data management technology. Given the feedback on the previous workshop we decided to keep the same program set-up for this workshop: an invited speaker, a collection of research papers, and a panel discussion. We received 18 good quality papers from which we selected 12 to construct a very interesting program. The program has been divided into four sections. The first section focuses on CDR data warehouse and data mining technology. Data warehousing and data mining around customer usage data remains an important area of interest for telecommunication operators. The growing competition, especially in the mobile market, means that operators have to put more effort into customer retention and satisfaction. The second section focuses on performance issues around databases in telecommunication. Since telecommunication databases are characterized by their extreme requirements, for example in terms of volumes of data to be processed or response times, high volume data management and embedded and real-time data management are key aspects of the telecommunication data management problems in today’s operational environments.
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.
Book Synopsis Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications by : Wang, John
Download or read book Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications written by Wang, John and published by IGI Global. This book was released on 2008-05-31 with total page 4092 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the science of managing and analyzing large datasets has emerged as a critical area of research. In the race to answer vital questions and make knowledgeable decisions, impressive amounts of data are now being generated at a rapid pace, increasing the opportunities and challenges associated with the ability to effectively analyze this data.
Book Synopsis Databases in Telecommunications II by : Willem Jonker
Download or read book Databases in Telecommunications II written by Willem Jonker and published by Springer. This book was released on 2001-09-07 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Just like the previous workshop at VLDB 1999 in Edinburgh, the purpose of this workshop is to promote telecom data management as one of the core research areas in database research and to establish a strong connection between the telecom and database research communities. As I wrote in the preface of those proceedings, data management in telecommuni- tions is an interesting area of research given the fact that both service management and service provisioning are very data intensive, and pose extreme requirements on data management technology. Given the feedback on the previous workshop we decided to keep the same program set-up for this workshop: an invited speaker, a collection of research papers, and a panel discussion. We received 18 good quality papers from which we selected 12 to construct a very interesting program. The program has been divided into four sections. The first section focuses on CDR data warehouse and data mining technology. Data warehousing and data mining around customer usage data remains an important area of interest for telecommunication operators. The growing competition, especially in the mobile market, means that operators have to put more effort into customer retention and satisfaction. The second section focuses on performance issues around databases in telecommunication. Since telecommunication databases are characterized by their extreme requirements, for example in terms of volumes of data to be processed or response times, high volume data management and embedded and real-time data management are key aspects of the telecommunication data management problems in today’s operational environments.
Book Synopsis Business Intelligence for Telecommunications by : Deepak Pareek
Download or read book Business Intelligence for Telecommunications written by Deepak Pareek and published by CRC Press. This book was released on 2006-11-29 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing together market research reports, business analyst briefings, and technology references into one comprehensive volume, Business Intelligence for Telecommunications identifies those advances in both methods and technology that are being employed to inform decision-making and give companies an edge in the rapidly growing and highly co
Book Synopsis Data mining for telecommunications network log analysis by : Kimmo Hätönen
Download or read book Data mining for telecommunications network log analysis written by Kimmo Hätönen and published by . This book was released on 2009 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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 2019-04-30 with total page 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.
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.
Book Synopsis Encyclopedia of Data Warehousing and Mining, Second Edition by : Wang, John
Download or read book Encyclopedia of Data Warehousing and Mining, Second Edition written by Wang, John and published by IGI Global. This book was released on 2008-08-31 with total page 2542 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are more than one billion documents on the Web, with the count continually rising at a pace of over one million new documents per day. As information increases, the motivation and interest in data warehousing and mining research and practice remains high in organizational interest. The Encyclopedia of Data Warehousing and Mining, Second Edition, offers thorough exposure to the issues of importance in the rapidly changing field of data warehousing and mining. This essential reference source informs decision makers, problem solvers, and data mining specialists in business, academia, government, and other settings with over 300 entries on theories, methodologies, functionalities, and applications.
Book Synopsis Data Warehousing and Data Mining by : Dr. M.Saranya
Download or read book Data Warehousing and Data Mining written by Dr. M.Saranya and published by True Dreamster Press. This book was released on 2024-05-15 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: Databases today can range in size into the terabytes — more than 1,000,000,000,000 bytes of data. Within these masses of data lies hidden information of strategic importance. Innovative organizations worldwide are already using data mining to locate and appeal to higher-value customers, reconfigure their product offerings to increase sales and minimize losses due to error or fraud. Data mining is a process that uses a variety of data analysis tools to discover patterns and relationships in data that may be used to make valid predictions. THE DATA MINING PROCESS, collecting, exploring, and selecting the right data is critically important. However, data description alone cannot provide an action plan.
Book Synopsis The Data Warehousing Handbook by : Rob Mattison
Download or read book The Data Warehousing Handbook written by Rob Mattison and published by Lulu.com. This book was released on 2006-09 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mattison explains what data warehouses are and how they work, key concepts of business reengineering, client/server technology, systems architecture, OLAP, DSS, and much more.
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.
Book Synopsis Data Warehousing and Decision Support Systems in Telecommunications by : Daniel Baker
Download or read book Data Warehousing and Decision Support Systems in Telecommunications written by Daniel Baker and published by . This book was released on 1995-12-01 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book E-Data written by Jill Dyché and published by Addison-Wesley Professional. This book was released on 2000 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dyche presents the complete manager's briefing on what data warehousing technology can do today and how to achieve optimal results. Using real-world case studies from Charles Schwab, Bank of America, Qantas, 20th Century Fox, and others, she covers decision support, database marketing, and many industry-specific data warehouse applications.
Book Synopsis Knowledge Discovery Practices and Emerging Applications of Data Mining: Trends and New Domains by : Kumar, A.V. Senthil
Download or read book Knowledge Discovery Practices and Emerging Applications of Data Mining: Trends and New Domains written by Kumar, A.V. Senthil and published by IGI Global. This book was released on 2010-08-31 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowledge Discovery Practices and Emerging Applications of Data Mining: Trends and New Domains introduces the reader to recent research activities in the field of data mining. This book covers association mining, classification, mobile marketing, opinion mining, microarray data mining, internet mining and applications of data mining on biological data, telecommunication and distributed databases, among others, while promoting understanding and implementation of data mining techniques in emerging domains.
Download or read book Data Mining written by Robert Groth and published by Prentice Hall. This book was released on 2000 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: PLEASE PROVIDE COURSE INFORMATION PLEASE PROVIDE
