Xml Data Mining Models Methods And Applications

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XML Data Mining: Models, Methods, and Applications

Author : Tagarelli, Andrea
Publisher : IGI Global
ISBN 13 : 1613503571
Total Pages : 538 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis XML Data Mining: Models, Methods, and Applications by : Tagarelli, Andrea

Download or read book XML Data Mining: Models, Methods, and Applications written by Tagarelli, Andrea and published by IGI Global. This book was released on 2011-11-30 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: The widespread use of XML in business and scientific databases has prompted the development of methodologies, techniques, and systems for effectively managing and analyzing XML data. This has increasingly attracted the attention of different research communities, including database, information retrieval, pattern recognition, and machine learning, from which several proposals have been offered to address problems in XML data management and knowledge discovery. XML Data Mining: Models, Methods, and Applications aims to collect knowledge from experts of database, information retrieval, machine learning, and knowledge management communities in developing models, methods, and systems for XML data mining. This book addresses key issues and challenges in XML data mining, offering insights into the various existing solutions and best practices for modeling, processing, analyzing XML data, and for evaluating performance of XML data mining algorithms and systems.

Data Mining: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466624566
Total Pages : 2120 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Data Mining: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Data Mining: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2012-11-30 with total page 2120 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining continues to be an emerging interdisciplinary field that offers the ability to extract information from an existing data set and translate that knowledge for end-users into an understandable way. Data Mining: Concepts, Methodologies, Tools, and Applications is a comprehensive collection of research on the latest advancements and developments of data mining and how it fits into the current technological world.

Data Mining Patterns: New Methods and Applications

Author : Poncelet, Pascal
Publisher : IGI Global
ISBN 13 : 1599041642
Total Pages : 324 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Data Mining Patterns: New Methods and Applications by : Poncelet, Pascal

Download or read book Data Mining Patterns: New Methods and Applications written by Poncelet, Pascal and published by IGI Global. This book was released on 2007-08-31 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides an overall view of recent solutions for mining, and explores new patterns,offering theoretical frameworks and presenting challenges and possible solutions concerning pattern extractions, emphasizing research techniques and real-world applications. It portrays research applications in data models, methodologies for mining patterns, multi-relational and multidimensional pattern mining, fuzzy data mining, data streaming and incremental mining"--Provided by publisher.

Ethical Data Mining Applications for Socio-Economic Development

Author : Hakikur Rahman
Publisher : IGI Global
ISBN 13 : 1466640790
Total Pages : 360 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Ethical Data Mining Applications for Socio-Economic Development by : Hakikur Rahman

Download or read book Ethical Data Mining Applications for Socio-Economic Development written by Hakikur Rahman and published by IGI Global. This book was released on 2013-05-31 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides an overview of data mining techniques under an ethical lens, investigating developments in research best practices and examining experimental cases to identify potential ethical dilemmas in the information and communications technology sector"--Provided by publisher.

Data Management. Data, Data Everywhere

Author : Richard Cooper
Publisher : Springer
ISBN 13 : 3540733906
Total Pages : 262 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Data Management. Data, Data Everywhere by : Richard Cooper

Download or read book Data Management. Data, Data Everywhere written by Richard Cooper and published by Springer. This book was released on 2007-08-19 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features the refereed proceedings from the 24th British National Conference on Databases, held in Glasgow, Scotland in July 2007. The eighteen full papers and seven poster papers are presented, together with two invited contributions. Papers are organized into topical sections covering data applications, searching XML documents, querying XML documents, XML transformation, clustering and security, data mining, and extraction.

Data Mining in Dynamic Social Networks and Fuzzy Systems

Author : Bhatnagar, Vishal
Publisher : IGI Global
ISBN 13 : 1466642149
Total Pages : 412 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Data Mining in Dynamic Social Networks and Fuzzy Systems by : Bhatnagar, Vishal

Download or read book Data Mining in Dynamic Social Networks and Fuzzy Systems written by Bhatnagar, Vishal and published by IGI Global. This book was released on 2013-06-30 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many organizations, whether in the public or private sector, have begun to take advantage of the tools and techniques used for data mining. Utilizing data mining tools, these organizations are able to reveal the hidden and unknown information from available data. Data Mining in Dynamic Social Networks and Fuzzy Systems brings together research on the latest trends and patterns of data mining tools and techniques in dynamic social networks and fuzzy systems. With these improved modern techniques of data mining, this publication aims to provide insight and support to researchers and professionals concerned with the management of expertise, knowledge, information, and organizational development.

Successes and New Directions in Data Mining

Author : Florent Masseglia
Publisher : IGI Global
ISBN 13 : 1599046458
Total Pages : 386 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Successes and New Directions in Data Mining by : Florent Masseglia

Download or read book Successes and New Directions in Data Mining written by Florent Masseglia and published by IGI Global. This book was released on 2008-01-01 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book addresses existing solutions for data mining, with particular emphasis on potential real-world applications. It captures defining research on topics such as fuzzy set theory, clustering algorithms, semi-supervised clustering, modeling and managing data mining patterns, and sequence motif mining"--Provided by publisher.

Perspectives in Business Informatics Research

Author : Ērika Nazaruka
Publisher : Springer Nature
ISBN 13 : 3031169476
Total Pages : 226 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Perspectives in Business Informatics Research by : Ērika Nazaruka

Download or read book Perspectives in Business Informatics Research written by Ērika Nazaruka and published by Springer Nature. This book was released on 2022-09-15 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 21st International Conference on Perspectives in Business Informatics Research, BIR 2022, which took place in Rostock, Germany, in September 2022. The central theme of BIR 2022 was “Business Informatics for Sustainable Innovation”. Achieving sustainability requires a multi-perspective approach taking organizational, economic, and technical aspects into account. In a world of cloud computing, social networks and big data, additional challenges for business informatics and the design of information systems architectures are introduced. To deal with these challenges, a close cooperation of researchers from different disciplines such as information systems, business informatics, and computer science is required. The 14 papers presented in this volume were carefully reviewed and selected from 41 submissions. They were organized in topical sections as follows: Information system development; modeling methods and assistance; applications and technologies; and digital business.

New Frontiers in Applied Data Mining

Author : Longbing Cao
Publisher : Springer
ISBN 13 : 3642283209
Total Pages : 508 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis New Frontiers in Applied Data Mining by : Longbing Cao

Download or read book New Frontiers in Applied Data Mining written by Longbing Cao and published by Springer. This book was released on 2012-02-21 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of five international workshops held in conjunction with PAKDD 2011 in Shenzhen, China, in May 2011: the International Workshop on Behavior Informatics (BI 2011), the Workshop on Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models (QIMIE 2011), the Workshop on Biologically Inspired Techniques for Data Mining (BDM 2011), the Workshop on Advances and Issues in Traditional Chinese Medicine Clinical Data Mining (AI-TCM 2011), and the Second Workshop on Data Mining for Healthcare Management (DMGHM 2011). The book also includes papers from the First PAKDD Doctoral Symposium on Data Mining (DSDM 2011). The 42 papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics discussing emerging techniques in the field of knowledge discovery in databases and their application domains extending to previously unexplored areas such as data mining based on optimization techniques from biological behavior of animals and applications in Traditional Chinese Medicine clinical research and health care management.

Big Data Management, Technologies, and Applications

Author : Hu, Wen-Chen
Publisher : IGI Global
ISBN 13 : 1466647000
Total Pages : 342 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Big Data Management, Technologies, and Applications by : Hu, Wen-Chen

Download or read book Big Data Management, Technologies, and Applications written by Hu, Wen-Chen and published by IGI Global. This book was released on 2013-10-31 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book discusses the exponential growth of information size and the innovative methods for data capture, storage, sharing, and analysis for big data"--Provided by publisher.

Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding

Author : Fiori, Alessandro
Publisher : IGI Global
ISBN 13 : 1466650206
Total Pages : 363 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding by : Fiori, Alessandro

Download or read book Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding written by Fiori, Alessandro and published by IGI Global. This book was released on 2014-01-31 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: The prevalence of digital documentation presents some pressing concerns for efficient information retrieval in the modern age. Readers want to be able to access the information they desire without having to search through a mountain of unrelated data, so algorithms and methods for effectively seeking out pertinent information are of critical importance. Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding evaluates some of the existing approaches to information retrieval and summarization of digital documents, as well as current research and future developments. This book serves as a sounding board for students, educators, researchers, and practitioners of information technology, advancing the ongoing discussion of communication in the digital age.

Innovative Approaches of Data Visualization and Visual Analytics

Author : Huang, Mao Lin
Publisher : IGI Global
ISBN 13 : 1466643102
Total Pages : 464 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Innovative Approaches of Data Visualization and Visual Analytics by : Huang, Mao Lin

Download or read book Innovative Approaches of Data Visualization and Visual Analytics written by Huang, Mao Lin and published by IGI Global. This book was released on 2013-07-31 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to rapid advances in hardware and software technologies, network infrastructure and data have become increasingly complex, requiring efforts to more effectively comprehend and analyze network topologies and information systems. Innovative Approaches of Data Visualization and Visual Analytics evaluates the latest trends and developments in force-based data visualization techniques, addressing issues in the design, development, evaluation, and application of algorithms and network topologies. This book will assist professionals and researchers working in the fields of data analysis and information science, as well as students in computer science and computer engineering, in developing increasingly effective methods of knowledge creation, management, and preservation.

Advances in Probabilistic Databases for Uncertain Information Management

Author : Zongmin Ma
Publisher : Springer
ISBN 13 : 364237509X
Total Pages : 161 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Advances in Probabilistic Databases for Uncertain Information Management by : Zongmin Ma

Download or read book Advances in Probabilistic Databases for Uncertain Information Management written by Zongmin Ma and published by Springer. This book was released on 2013-03-30 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers a fast-growing topic in great depth and focuses on the technologies and applications of probabilistic data management. It aims to provide a single account of current studies in probabilistic data management. The objective of the book is to provide the state of the art information to researchers, practitioners, and graduate students of information technology of intelligent information processing, and at the same time serving the information technology professional faced with non-traditional applications that make the application of conventional approaches difficult or impossible.

XML Data Management

Author : Akmal B. Chaudhri
Publisher : Addison-Wesley Professional
ISBN 13 : 9780201844528
Total Pages : 682 pages
Book Rating : 4.8/5 (445 download)

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Book Synopsis XML Data Management by : Akmal B. Chaudhri

Download or read book XML Data Management written by Akmal B. Chaudhri and published by Addison-Wesley Professional. This book was released on 2003 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, you will find discussions on the newest native XML databases, along with information on working with XML-enabled relational database systems. In addition, XML Data Management thoroughly examines benchmarks and analysis techniques for performance of XML databases. This book is best used by students that are knowledgeable in database technology and are familiar with XML.

Data Science and Simulation in Transportation Research

Author : Janssens, Davy
Publisher : IGI Global
ISBN 13 : 1466649216
Total Pages : 350 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Data Science and Simulation in Transportation Research by : Janssens, Davy

Download or read book Data Science and Simulation in Transportation Research written by Janssens, Davy and published by IGI Global. This book was released on 2013-12-31 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Given its effective techniques and theories from various sources and fields, data science is playing a vital role in transportation research and the consequences of the inevitable switch to electronic vehicles. This fundamental insight provides a step towards the solution of this important challenge. Data Science and Simulation in Transportation Research highlights entirely new and detailed spatial-temporal micro-simulation methodologies for human mobility and the emerging dynamics of our society. Bringing together novel ideas grounded in big data from various data mining and transportation science sources, this book is an essential tool for professionals, students, and researchers in the fields of transportation research and data mining.

Soft Computing in XML Data Management

Author : Zongmin Ma
Publisher : Springer Science & Business Media
ISBN 13 : 3642140092
Total Pages : 353 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Soft Computing in XML Data Management by : Zongmin Ma

Download or read book Soft Computing in XML Data Management written by Zongmin Ma and published by Springer Science & Business Media. This book was released on 2010-07-07 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers in a great depth the fast growing topic of techniques, tools and applications of soft computing in XML data management. It is shown how XML data management (like model, query, integration) can be covered with a soft computing focus. This book aims to provide a single account of current studies in soft computing approaches to XML data management. The objective of the book is to provide the state of the art information to researchers, practitioners, and graduate students of the Web intelligence, and at the same time serving the information technology professional faced with non-traditional applications that make the application of conventional approaches difficult or impossible.

Encyclopedia of Bioinformatics and Computational Biology

Author :
Publisher : Elsevier
ISBN 13 : 0128114320
Total Pages : 3421 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Encyclopedia of Bioinformatics and Computational Biology by :

Download or read book Encyclopedia of Bioinformatics and Computational Biology written by and published by Elsevier. This book was released on 2018-08-21 with total page 3421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics, Three Volume Set combines elements of computer science, information technology, mathematics, statistics and biotechnology, providing the methodology and in silico solutions to mine biological data and processes. The book covers Theory, Topics and Applications, with a special focus on Integrative –omics and Systems Biology. The theoretical, methodological underpinnings of BCB, including phylogeny are covered, as are more current areas of focus, such as translational bioinformatics, cheminformatics, and environmental informatics. Finally, Applications provide guidance for commonly asked questions. This major reference work spans basic and cutting-edge methodologies authored by leaders in the field, providing an invaluable resource for students, scientists, professionals in research institutes, and a broad swath of researchers in biotechnology and the biomedical and pharmaceutical industries. Brings together information from computer science, information technology, mathematics, statistics and biotechnology Written and reviewed by leading experts in the field, providing a unique and authoritative resource Focuses on the main theoretical and methodological concepts before expanding on specific topics and applications Includes interactive images, multimedia tools and crosslinking to further resources and databases