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Next Generation Of Data Mining Applications

Next Generation of Data Mining Applications PDF

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Author: Mehmed Kantardzic
Publisher: Wiley-IEEE Press
ISBN:
Size: 43.84 MB
Format: PDF
Category : Computers
Languages : en
Pages : 671
View: 4712

Book Description: Discover the next generation of data-mining tools and technology This book brings together an international team of eighty experts to present readers with the next generation of data-mining applications. Unlike other publications that take a strictly academic and theoretical approach, this book features authors who have successfully developed data-mining solutions for a variety of customer types. Presenting their state-of-the-art methodologies and techniques, the authors show readers how they can analyze enormous quantities of data and make new discoveries by connecting key pieces of data that may be spread across several different databases and file servers. The latest data-mining techniques that will revolutionize research across a wide variety of fields including business, science, healthcare, and industry are all presented. Organized by application, the twenty-five chapters cover applications in: Industry and business Science and engineering Bioinformatics and biotechnology Medicine and pharmaceuticals Web and text-mining Security New trends in data-mining technology And much more . . . Readers from a variety of disciplines will learn how the next generation of data-mining applications can radically enhance their ability to analyze data and open the doors to new opportunities. Readers will discover: New data-mining tools to automate the evaluation and qualification of sales opportunities The latest tools needed for gene mapping and proteomic data analysis Sophisticated techniques that can be engaged in crime fighting and prevention With its coverage of the most advanced applications, Next Generation of Data-Mining Applications is essential reading for all researchers working in data mining or who are tasked with making sense of an ever-growing quantity of data. The publication also serves as an excellent textbook for upper-level undergraduate and graduate courses in computer science, information management, and statistics.


Next Generation Of Data Mining

Next Generation of Data Mining PDF

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Author: Hillol Kargupta
Publisher: CRC Press
ISBN: 9781420085877
Size: 54.37 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 601
View: 6609

Book Description: Drawn from the US National Science Foundation’s Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field. Gathering perspectives from top experts across different disciplines, the book debates upcoming challenges and outlines computational methods. The contributors look at how ecology, astronomy, social science, medicine, finance, and more can benefit from the next generation of data mining techniques. They examine the algorithms, middleware, infrastructure, and privacy policies associated with ubiquitous, distributed, and high performance data mining. They also discuss the impact of new technologies, such as the semantic web, on data mining and provide recommendations for privacy-preserving mechanisms. The dramatic increase in the availability of massive, complex data from various sources is creating computing, storage, communication, and human-computer interaction challenges for data mining. Providing a framework to better understand these fundamental issues, this volume surveys promising approaches to data mining problems that span an array of disciplines.


Data Mining

Data Mining PDF

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Author: Ed. Kargupta
Publisher: Aaai Press
ISBN:
Size: 53.97 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 558
View: 3524

Book Description: A state-of-the-art survey of recent advances in data mining or knowledge discovery. Data mining, or knowledge discovery, has become an indispensable technology for businesses and researchers in many fields. Drawing on work in such areas as statistics, machine learning, pattern recognition, databases, and high performance computing, data mining extracts useful information from the large data sets now available to industry and science. This collection surveys the most recent advances in the field and charts directions for future research. The first part looks at pervasive, distributed, and stream data mining, discussing topics that include distributed data mining algorithms for new application areas, several aspects of next-generation data mining systems and applications, and detection of recurrent patterns in digital media. The second part considers data mining, counter-terrorism, and privacy concerns, examining such topics as biosurveillance, marshalling evidence through data mining, and link discovery. The third part looks at scientific data mining; topics include mining temporally-varying phenomena, data sets using graphs, and spatial data mining. The last part considers web, semantics, and data mining, examining advances in text mining algorithms and software, semantic webs, and other subjects.


Encyclopedia Of Information Ethics And Security

Encyclopedia of Information Ethics and Security PDF

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Author: Quigley, Marian
Publisher: IGI Global
ISBN: 1591409888
Size: 64.66 MB
Format: PDF, ePub, Docs
Category : Business & Economics
Languages : en
Pages : 696
View: 1830

Book Description: Rapid technological advancement has given rise to new ethical dilemmas and security threats, while the development of appropriate ethical codes and security measures fail to keep pace, which makes the education of computer users and professionals crucial. The Encyclopedia of Information Ethics and Security is an original, comprehensive reference source on ethical and security issues relating to the latest technologies. Covering a wide range of themes, this valuable reference tool includes topics such as computer crime, information warfare, privacy, surveillance, intellectual property and education. This encyclopedia is a useful tool for students, academics, and professionals.


Handbook Of Research On Public Information Technology

Handbook of Research on Public Information Technology PDF

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Author: Garson, G. David
Publisher: IGI Global
ISBN: 1599048582
Size: 53.66 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 1066
View: 6176

Book Description: "This book compiles estimable research on the global trend toward the rapidly increasing use of information technology in the public sector, discussing such issues as e-government and e-commerce; project management and information technology evaluation; system design and data processing; security and protection; and privacy, access, and ethics of public information technology"--Provided by publisher.


Data Warehousing And Mining

Data Warehousing and Mining PDF

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Author: John Wang
Publisher:
ISBN: 9781599049519
Size: 72.56 MB
Format: PDF, Mobi
Category : Data mining
Languages : en
Pages : 3719
View: 1033

Book Description: "This collection offers tools, designs, and outcomes of the utilization of data mining and warehousing technologies, such as algorithms, concept lattices, multidimensional data, and online analytical processing. With more than 300 chapters contributed by over 575 experts from around the globe, this authoritative collection will provide libraries with the essential reference on data mining and warehousing"--Provided by publisher.


Building Data Mining Applications For Crm

Building Data Mining Applications for CRM PDF

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Author: Alex Berson
Publisher: McGraw-Hill Companies
ISBN:
Size: 10.25 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 510
View: 5412

Book Description: Learn how to use customer relationship management (CRM) techniques to give your company an edge in the competitive marketplace. --


Interfaces

Interfaces PDF

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Author:
Publisher:
ISBN:
Size: 17.40 MB
Format: PDF, ePub
Category : Industrial management
Languages : en
Pages :
View: 3058

Book Description: Seeks to improve communication between managers and professionals in OR/MS.


Book Review Index

Book Review Index PDF

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Author:
Publisher:
ISBN:
Size: 28.40 MB
Format: PDF, ePub, Docs
Category : Books
Languages : en
Pages :
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Book Description: Every 3rd issue is a quarterly cumulation.


Ibm Systems Journal

IBM Systems Journal PDF

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Author:
Publisher:
ISBN:
Size: 70.51 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages :
View: 734

Book Description: