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Proceedings 2002 VLDB Conference

Proceedings 2002 VLDB Conference PDF Author: VLDB
Publisher: Elsevier
ISBN: 008051491X
Category : Computers
Languages : en
Pages : 1145

Book Description
Proceedings of the 28th Annual International Conference on Very Large Data Bases held in Hong Kong, China on August 20-23, 2002. Organized by the VLDB Endowment, VLDB is the premier international conference on database technology.

Proceedings 2002 VLDB Conference

Proceedings 2002 VLDB Conference PDF Author: VLDB
Publisher: Elsevier
ISBN: 008051491X
Category : Computers
Languages : en
Pages : 1145

Book Description
Proceedings of the 28th Annual International Conference on Very Large Data Bases held in Hong Kong, China on August 20-23, 2002. Organized by the VLDB Endowment, VLDB is the premier international conference on database technology.

High Performance Discovery In Time Series

High Performance Discovery In Time Series PDF Author: New York University
Publisher: Springer Science & Business Media
ISBN: 1475740468
Category : Computers
Languages : en
Pages : 195

Book Description
This monograph is a technical survey of concepts and techniques for describing and analyzing large-scale time-series data streams. Some topics covered are algorithms for query by humming, gamma-ray burst detection, pairs trading, and density detection. Included are self-contained descriptions of wavelets, fast Fourier transforms, and sketches as they apply to time-series analysis. Detailed applications are built on a solid scientific basis.

A Guided Tour of Artificial Intelligence Research

A Guided Tour of Artificial Intelligence Research PDF Author: Pierre Marquis
Publisher: Springer Nature
ISBN: 3030061701
Category : Technology & Engineering
Languages : en
Pages : 584

Book Description
The purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues. It is aimed at an audience of master students and Ph.D. students, and can be of interest as well for researchers and engineers who want to know more about AI. The book is split into three volumes: - the first volume brings together twenty-three chapters dealing with the foundations of knowledge representation and the formalization of reasoning and learning (Volume 1. Knowledge representation, reasoning and learning) - the second volume offers a view of AI, in fourteen chapters, from the side of the algorithms (Volume 2. AI Algorithms) - the third volume, composed of sixteen chapters, describes the main interfaces and applications of AI (Volume 3. Interfaces and applications of AI). This third volume is dedicated to the interfaces of AI with various fields, with which strong links exist either at the methodological or at the applicative levels. The foreword of this volume reminds us that AI was born for a large part from cybernetics. Chapters are devoted to disciplines that are historically sisters of AI: natural language processing, pattern recognition and computer vision, and robotics. Also close and complementary to AI due to their direct links with information are databases, the semantic web, information retrieval and human-computer interaction. All these disciplines are privileged places for applications of AI methods. This is also the case for bioinformatics, biological modeling and computational neurosciences. The developments of AI have also led to a dialogue with theoretical computer science in particular regarding computability and complexity. Besides, AI research and findings have renewed philosophical and epistemological questions, while their cognitive validity raises questions to psychology. The volume also discusses some of the interactions between science and artistic creation in literature and in music. Lastly, an epilogue concludes the three volumes of this Guided Tour of AI Research by providing an overview of what has been achieved by AI, emphasizing AI as a science, and not just as an innovative technology, and trying to dispel some misunderstandings.

Encyclopedia of Multimedia Technology and Networking, Second Edition

Encyclopedia of Multimedia Technology and Networking, Second Edition PDF Author: Pagani, Margherita
Publisher: IGI Global
ISBN: 1605660159
Category : Computers
Languages : en
Pages : 1756

Book Description
Advances in hardware, software, and audiovisual rendering technologies of recent years have unleashed a wealth of new capabilities and possibilities for multimedia applications, creating a need for a comprehensive, up-to-date reference. The Encyclopedia of Multimedia Technology and Networking provides hundreds of contributions from over 200 distinguished international experts, covering the most important issues, concepts, trends, and technologies in multimedia technology. This must-have reference contains over 1,300 terms, definitions, and concepts, providing the deepest level of understanding of the field of multimedia technology and networking for academicians, researchers, and professionals worldwide.

Encyclopedia of Information Science and Technology, Second Edition

Encyclopedia of Information Science and Technology, Second Edition PDF Author: Khosrow-Pour, Mehdi
Publisher: IGI Global
ISBN: 1605660272
Category : Business & Economics
Languages : en
Pages : 5266

Book Description
"This set of books represents a detailed compendium of authoritative, research-based entries that define the contemporary state of knowledge on technology"--Provided by publisher.

Machine Learning and Knowledge Discovery for Engineering Systems Health Management

Machine Learning and Knowledge Discovery for Engineering Systems Health Management PDF Author: Ashok N. Srivastava
Publisher: CRC Press
ISBN: 1000755711
Category : Computers
Languages : en
Pages : 505

Book Description
This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. It emphasizes the importance of these techniques in managing the intricate interactions within and between engineering systems to maintain a high degree of reliability. Reflecting the interdisciplinary nature of the field, the book explains how the fundamental algorithms and methods of both physics-based and data-driven approaches effectively address systems health management in application areas such as data centers, aircraft, and software systems.

Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications

Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications PDF Author: Wang, John
Publisher: IGI Global
ISBN: 159904952X
Category : Technology & Engineering
Languages : en
Pages : 4092

Book Description
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.

XML Data Mining: Models, Methods, and Applications

XML Data Mining: Models, Methods, and Applications PDF Author: Tagarelli, Andrea
Publisher: IGI Global
ISBN: 1613503571
Category : Computers
Languages : en
Pages : 538

Book Description
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.

Web Data Management Practices: Emerging Techniques and Technologies

Web Data Management Practices: Emerging Techniques and Technologies PDF Author: Vakali, Athena
Publisher: IGI Global
ISBN: 1599042304
Category : Computers
Languages : en
Pages : 303

Book Description
"This book provides an understanding of major issues, current practices and the main ideas in the field of Web data management, helping readers to identify current and emerging issues, as well as future trends. The most important aspects are discussed: Web data mining, content management on the Web, Web applications and Web services"--Provided by publisher.

Computer and Information Sciences -- ISCIS 2003

Computer and Information Sciences -- ISCIS 2003 PDF Author: Adnan Yazici
Publisher: Springer
ISBN: 354039737X
Category : Computers
Languages : en
Pages : 1128

Book Description
This book constitutes the refereed proceedings of the 18th International Symposium on Computer and Information Sciences, ISCIS 2003, held in Antalya, Turkey in November 2003. The 135 revised papers presented together with 2 invited papers were carefully reviewed and selected from over 360 submissions. The papers are organized in topical sections on architectures and systems, theoretical computer science, databases and information retrieval, e-commerce, graphics and computer vision, intelligent systems and robotics, multimedia, networks and security, parallel and distributed computing, soft computing, and software engineering.