Data Analysis And Pattern Recognition In Multiple Databases

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Data Analysis And Pattern Recognition In Multiple Databases

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Author : Animesh Adhikari
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-09

Data Analysis And Pattern Recognition In Multiple Databases written by Animesh Adhikari and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-09 with Technology & Engineering categories.

Pattern recognition in data is a well known classical problem that falls under the ambit of data analysis. As we need to handle different data, the nature of patterns, their recognition and the types of data analyses are bound to change. Since the number of data collection channels increases in the recent time and becomes more diversified, many real-world data mining tasks can easily acquire multiple databases from various sources. In these cases, data mining becomes more challenging for several essential reasons. We may encounter sensitive data originating from different sources - those cannot be amalgamated. Even if we are allowed to place different data together, we are certainly not able to analyze them when local identities of patterns are required to be retained. Thus, pattern recognition in multiple databases gives rise to a suite of new, challenging problems different from those encountered before. Association rule mining, global pattern discovery and mining patterns of select items provide different patterns discovery techniques in multiple data sources. Some interesting item-based data analyses are also covered in this book. Interesting patterns, such as exceptional patterns, icebergs and periodic patterns have been recently reported. The book presents a thorough influence analysis between items in time-stamped databases. The recent research on mining multiple related databases is covered while some previous contributions to the area are highlighted and contrasted with the most recent developments.

Data Analysis And Pattern Recognition In Multiple Databases

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Author : Animesh ; Adhikari Adhikari (Jhimli ; Pedrycz, Witold)
language : en
Publisher:
Release Date : 2013

Data Analysis And Pattern Recognition In Multiple Databases written by Animesh ; Adhikari Adhikari (Jhimli ; Pedrycz, Witold) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Pattern recognition systems categories.

Advances In Knowledge Discovery In Databases

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Author : Animesh Adhikari
language : en
Publisher: Springer
Release Date : 2014-12-27

Advances In Knowledge Discovery In Databases written by Animesh Adhikari and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-27 with Technology & Engineering categories.

This book presents recent advances in Knowledge discovery in databases (KDD) with a focus on the areas of market basket database, time-stamped databases and multiple related databases. Various interesting and intelligent algorithms are reported on data mining tasks. A large number of association measures are presented, which play significant roles in decision support applications. This book presents, discusses and contrasts new developments in mining time-stamped data, time-based data analyses, the identification of temporal patterns, the mining of multiple related databases, as well as local patterns analysis.

Publications Of The National Institute Of Standards And Technology Catalog

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Author : National Institute of Standards and Technology (U.S.)
language : en
Publisher:
Release Date : 1993

Publications Of The National Institute Of Standards And Technology Catalog written by National Institute of Standards and Technology (U.S.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with categories.

Developing Multi Database Mining Applications

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Author : Animesh Adhikari
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-06-14

Developing Multi Database Mining Applications written by Animesh Adhikari and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-14 with Computers categories.

Multi-database mining has been recognized recently as an important and strategically essential area of research in data mining. In this book, we discuss various issues regarding the systematic and efficient development of multi-database mining applications. It explains how systematically one could prepare data warehouses at different branches. As appropriate multi-database mining technique is essential to develop better applications. Also, the efficiency of a multi-database mining application could be improved by processing more patterns in the application. A faster algorithm could also play an important role in developing a better application. Thus the efficiency of a multi-database mining application could be enhanced by choosing an appropriate multi-database mining model, an appropriate pattern synthesizing technique, a better pattern representation technique, and an efficient algorithm for solving the problem. This book illustrates each of these issues either in the context of a specific problem, or in general.

E Book Business Driven Technology

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Author : BALTZAN
language : en
Publisher: McGraw Hill
Release Date : 2017-01-16

E Book Business Driven Technology written by BALTZAN and has been published by McGraw Hill this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-16 with Computers categories.

E-Book Business Driven Technology

On The Convergence Of Bio Information Enrivonmental Energy Space And Nano Technolgies

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Author : Kwang Hwa Chung
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2005-01-15

On The Convergence Of Bio Information Enrivonmental Energy Space And Nano Technolgies written by Kwang Hwa Chung and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-15 with Technology & Engineering categories.

Proceedings of the 1st International Women's Conference on Bien-Technology, Daejeon, Kore, 13-16 November 2003

Journal Of Zhejiang University

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Author :
language : en
Publisher:
Release Date : 2005

Journal Of Zhejiang University written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Engineering categories.

Proceedings Of The Sixth International Conference On Advances In Pattern Recognition

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Author : Pinakpani Pal
language : en
Publisher: World Scientific Publishing Company
Release Date : 2007

Proceedings Of The Sixth International Conference On Advances In Pattern Recognition written by Pinakpani Pal and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computers categories.

Contains a series of ICAPR proceedings on the advances of different facets of pattern recognition. This work tackles open problems in the classic fields of image and video processing, document analysis and multimedia object retrieval as well as more advanced topics in biometrics speech and signal analysis.

Professional Hadoop Solutions

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Author : Boris Lublinsky
language : en
Publisher: John Wiley & Sons
Release Date : 2013-09-23

Professional Hadoop Solutions written by Boris Lublinsky and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-23 with Computers categories.

The go-to guidebook for deploying Big Data solutions with Hadoop Today's enterprise architects need to understand how the Hadoop frameworks and APIs fit together, and how they can be integrated to deliver real-world solutions. This book is a practical, detailed guide to building and implementing those solutions, with code-level instruction in the popular Wrox tradition. It covers storing data with HDFS and Hbase, processing data with MapReduce, and automating data processing with Oozie. Hadoop security, running Hadoop with Amazon Web Services, best practices, and automating Hadoop processes in real time are also covered in depth. With in-depth code examples in Java and XML and the latest on recent additions to the Hadoop ecosystem, this complete resource also covers the use of APIs, exposing their inner workings and allowing architects and developers to better leverage and customize them. The ultimate guide for developers, designers, and architects who need to build and deploy Hadoop applications Covers storing and processing data with various technologies, automating data processing, Hadoop security, and delivering real-time solutions Includes detailed, real-world examples and code-level guidelines Explains when, why, and how to use these tools effectively Written by a team of Hadoop experts in the programmer-to-programmer Wrox style Professional Hadoop Solutions is the reference enterprise architects and developers need to maximize the power of Hadoop.