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Author :
Publisher : Springer
ISBN 13 : 9783642283215
Total Pages : 540 pages
Book Rating : 4.2/5 (832 download)
Download or read book New Frontiers in Applied Data Mining written by and published by Springer. This book was released on 2012-02-29 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Thanaruk Theeramunkong
Publisher : Springer
ISBN 13 : 3642146406
Total Pages : 169 pages
Book Rating : 4.6/5 (421 download)
Download or read book New Frontiers in Applied Data Mining written by Thanaruk Theeramunkong and published by Springer. This book was released on 2010-08-15 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the PAKDD 2009 International Workshops on New Frontiers in Applied Data Mining, held in Bangkok, Thailand in April 2010.
Author : Longbing Cao
Publisher : Springer
ISBN 13 : 3642283209
Total Pages : 508 pages
Book Rating : 4.6/5 (422 download)
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.
Author : Sanjay Chawla
Publisher : Springer
ISBN 13 : 3642003990
Total Pages : 214 pages
Book Rating : 4.6/5 (42 download)
Download or read book New Frontiers in Applied Data Mining written by Sanjay Chawla and published by Springer. This book was released on 2009-02-07 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the PAKDD Workshops 2008, namely ALSIP 2008, DMDRM 2008, and IDM 2008. The workshops were held in conjunction with the PAKDD conference in Osaka, Japan, during May 20-23, 2008. The 17 papers presented were carefully reviewed and selected from 38 submissions. The International Workshop on Algorithms for Large-Sale Information Processing in Knowledge Discovery (ALSIP) focused on exchanging fresh ideas on large-scale data processing in the problems of data mining, clustering, machine learning, statistical analysis, and other computational aspects of knowledge discovery problems. The Workshop on Data Mining for Decision Making and Risk Management (DMDRM) covered data mining and machine learning approaches, statistical approaches, chance discovery, active mining and application of these techniques to medicine, marketing, security, decision support in business, social activities, human relationships, chemistry and sensor data. The Workshop on Interactive Data Mining Overview (IDM) discussed various interactive data mining researches such as interactive information retrieval, information gathering sysetms, personalization systems, recommendation systems, user interfaces.
Author : Thanaruk Theeramunkong
Publisher : Springer Science & Business Media
ISBN 13 : 3642146392
Total Pages : 181 pages
Book Rating : 4.6/5 (421 download)
Download or read book New Frontiers in Applied Data Mining written by Thanaruk Theeramunkong and published by Springer Science & Business Media. This book was released on 2010-08-18 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the PAKDD 2009 International Workshops on New Frontiers in Applied Data Mining, held in Bangkok, Thailand in April 2010.
Author : Sanjay Chawla
Publisher : Springer Science & Business Media
ISBN 13 : 3642003982
Total Pages : 226 pages
Book Rating : 4.6/5 (42 download)
Download or read book New Frontiers in Applied Data Mining written by Sanjay Chawla and published by Springer Science & Business Media. This book was released on 2009-02-16 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the PAKDD Workshops 2008, namely ALSIP 2008, DMDRM 2008, and IDM 2008. The workshops were held in conjunction with the PAKDD conference in Osaka, Japan, during May 20-23, 2008. The 17 papers presented were carefully reviewed and selected from 38 submissions. The International Workshop on Algorithms for Large-Sale Information Processing in Knowledge Discovery (ALSIP) focused on exchanging fresh ideas on large-scale data processing in the problems of data mining, clustering, machine learning, statistical analysis, and other computational aspects of knowledge discovery problems. The Workshop on Data Mining for Decision Making and Risk Management (DMDRM) covered data mining and machine learning approaches, statistical approaches, chance discovery, active mining and application of these techniques to medicine, marketing, security, decision support in business, social activities, human relationships, chemistry and sensor data. The Workshop on Interactive Data Mining Overview (IDM) discussed various interactive data mining researches such as interactive information retrieval, information gathering sysetms, personalization systems, recommendation systems, user interfaces.
Author : Longbing Cao
Publisher : Springer Science & Business Media
ISBN 13 : 3642283195
Total Pages : 526 pages
Book Rating : 4.6/5 (422 download)
Download or read book New Frontiers in Applied Data Mining written by Longbing Cao and published by Springer Science & Business Media. This book was released on 2012-02-15 with total page 526 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.
Author : Michelangelo Ceci
Publisher : Springer Nature
ISBN 13 : 3030488616
Total Pages : 160 pages
Book Rating : 4.0/5 (34 download)
Download or read book New Frontiers in Mining Complex Patterns written by Michelangelo Ceci and published by Springer Nature. This book was released on 2020-05-13 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2019, held in conjunction with ECML-PKDD 2019 in Würzburg, Germany, in September 2019. The workshop focused on the latest developments in the analysis of complex and massive data sources, such as blogs, event or log data, medical data, spatio-temporal data, social networks, mobility data, sensor data and streams.
Author : Koyuncugil, Ali Serhan
Publisher : IGI Global
ISBN 13 : 1616928670
Total Pages : 356 pages
Book Rating : 4.6/5 (169 download)
Download or read book Surveillance Technologies and Early Warning Systems: Data Mining Applications for Risk Detection written by Koyuncugil, Ali Serhan and published by IGI Global. This book was released on 2010-09-30 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Surveillance Technologies and Early Warning Systems: Data Mining Applications for Risk Detection has never been more important, as the research this book presents an alternative to conventional surveillance and risk assessment. This book is a multidisciplinary excursion comprised of data mining, early warning systems, information technologies and risk management and explores the intersection of these components in problematic domains. It offers the ability to apply the most modern techniques to age old problems allowing for increased effectiveness in the response to future, eminent, and present risk.
Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466695633
Total Pages : 2284 pages
Book Rating : 4.4/5 (666 download)
Download or read book Business Intelligence: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2015-12-29 with total page 2284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data analysis is an important part of modern business administration, as efficient compilation of information allows managers and business leaders to make the best decisions for the financial solvency of their organizations. Understanding the use of analytics, reporting, and data mining in everyday business environments is imperative to the success of modern businesses. Business Intelligence: Concepts, Methodologies, Tools, and Applications presents a comprehensive examination of business data analytics along with case studies and practical applications for businesses in a variety of fields and corporate arenas. Focusing on topics and issues such as critical success factors, technology adaptation, agile development approaches, fuzzy logic tools, and best practices in business process management, this multivolume reference is of particular use to business analysts, investors, corporate managers, and entrepreneurs in a variety of prominent industries.
Author : Michelangelo Ceci
Publisher : Springer
ISBN 13 : 3319393154
Total Pages : 239 pages
Book Rating : 4.3/5 (193 download)
Download or read book New Frontiers in Mining Complex Patterns written by Michelangelo Ceci and published by Springer. This book was released on 2016-05-17 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2015, held in conjunction with ECML-PKDD 2015 in Porto, Portugal, in September 2015. The 15 revised full papers presented together with one invited talk were carefully reviewed and selected from 19 submissions. They illustrate advanced data mining techniques which preserve the informative richness of complex data and allow for efficient and effective identification of complex information units present in such data. The papers are organized in the following sections: data stream mining, classification, mining complex data, and sequences.
Author : Annalisa Appice
Publisher : Springer
ISBN 13 : 3642373828
Total Pages : 231 pages
Book Rating : 4.6/5 (423 download)
Download or read book New Frontiers in Mining Complex Patterns written by Annalisa Appice and published by Springer. This book was released on 2013-03-25 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed conference proceedings of the First International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2012, held in conjunction with ECML/PKDD 2012, in Bristol, UK, in September 2012. The 15 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on mining rich (relational) datasets, mining complex patterns from miscellaneous data, mining complex patterns from trajectory and sequence data, and mining complex patterns from graphs and networks.
Author : Papajorgji, Petraq
Publisher : IGI Global
ISBN 13 : 1466603348
Total Pages : 418 pages
Book Rating : 4.4/5 (666 download)
Download or read book New Technologies for Constructing Complex Agricultural and Environmental Systems written by Papajorgji, Petraq and published by IGI Global. This book was released on 2012-03-31 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents high quality research on the design and implementation of information systems in the fields of agronomics, mathematics, economics, computer science, and the environment, offering holistic approaches to the design, development, and implementation of complex agricultural and environmental information systems"--Provided by publisher.
Author : Lakhmi C. Jain
Publisher : Springer
ISBN 13 : 8132222083
Total Pages : 707 pages
Book Rating : 4.1/5 (322 download)
Download or read book Computational Intelligence in Data Mining - Volume 2 written by Lakhmi C. Jain and published by Springer. This book was released on 2014-12-10 with total page 707 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributed volume aims to explicate and address the difficulties and challenges that of seamless integration of the two core disciplines of computer science, i.e., computational intelligence and data mining. Data Mining aims at the automatic discovery of underlying non-trivial knowledge from datasets by applying intelligent analysis techniques. The interest in this research area has experienced a considerable growth in the last years due to two key factors: (a) knowledge hidden in organizations’ databases can be exploited to improve strategic and managerial decision-making; (b) the large volume of data managed by organizations makes it impossible to carry out a manual analysis. The book addresses different methods and techniques of integration for enhancing the overall goal of data mining. The book helps to disseminate the knowledge about some innovative, active research directions in the field of data mining, machine and computational intelligence, along with some current issues and applications of related topics.
Author : Hsu, William H.
Publisher : IGI Global
ISBN 13 : 1466650648
Total Pages : 425 pages
Book Rating : 4.4/5 (666 download)
Download or read book Emerging Methods in Predictive Analytics: Risk Management and Decision-Making written by Hsu, William H. and published by IGI Global. This book was released on 2014-01-31 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision making tools are essential for the successful outcome of any organization. Recent advances in predictive analytics have aided in identifying particular points of leverage where critical decisions can be made. Emerging Methods in Predictive Analytics: Risk Management and Decision Making provides an interdisciplinary approach to predictive analytics; bringing together the fields of business, statistics, and information technology for effective decision making. Managers, business professionals, and decision makers in diverse fields will find the applications and cases presented in this text essential in providing new avenues for risk assessment, management, and predicting the future outcomes of their decisions.
Author : Fedja Hadzic
Publisher : Springer Science & Business Media
ISBN 13 : 3642175562
Total Pages : 340 pages
Book Rating : 4.6/5 (421 download)
Download or read book Mining of Data with Complex Structures written by Fedja Hadzic and published by Springer Science & Business Media. This book was released on 2011-01-30 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mining of Data with Complex Structures: - Clarifies the type and nature of data with complex structure including sequences, trees and graphs - Provides a detailed background of the state-of-the-art of sequence mining, tree mining and graph mining. - Defines the essential aspects of the tree mining problem: subtree types, support definitions, constraints. - Outlines the implementation issues one needs to consider when developing tree mining algorithms (enumeration strategies, data structures, etc.) - Details the Tree Model Guided (TMG) approach for tree mining and provides the mathematical model for the worst case estimate of complexity of mining ordered induced and embedded subtrees. - Explains the mechanism of the TMG framework for mining ordered/unordered induced/embedded and distance-constrained embedded subtrees. - Provides a detailed comparison of the different tree mining approaches highlighting the characteristics and benefits of each approach. - Overviews the implications and potential applications of tree mining in general knowledge management related tasks, and uses Web, health and bioinformatics related applications as case studies. - Details the extension of the TMG framework for sequence mining - Provides an overview of the future research direction with respect to technical extensions and application areas The primary audience is 3rd year, 4th year undergraduate students, Masters and PhD students and academics. The book can be used for both teaching and research. The secondary audiences are practitioners in industry, business, commerce, government and consortiums, alliances and partnerships to learn how to introduce and efficiently make use of the techniques for mining of data with complex structures into their applications. The scope of the book is both theoretical and practical and as such it will reach a broad market both within academia and industry. In addition, its subject matter is a rapidly emerging field that is critical for efficient analysis of knowledge stored in various domains.
Author : Annalisa Appice
Publisher : Springer
ISBN 13 : 3319178768
Total Pages : 211 pages
Book Rating : 4.3/5 (191 download)
Download or read book New Frontiers in Mining Complex Patterns written by Annalisa Appice and published by Springer. This book was released on 2015-04-27 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2014, held in conjunction with ECML-PKDD 2014 in Nancy, France, in September 2014. The 13 revised full papers presented were carefully reviewed and selected from numerous submissions. They illustrate advanced data mining techniques which preserve the informative richness of complex data and allow for efficient and effective identification of complex information units present in such data. The papers are organized in the following sections: classification and regression; clustering; data streams and sequences; applications.
