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Author : James Clifford
Publisher :
ISBN 13 :
Total Pages : 552 pages
Book Rating : 4.:/5 (318 download)
Download or read book Proceedings of the 1991 ACM SIGMOD International Conference on Management of Data written by James Clifford and published by . This book was released on 1991 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Masunaga Yoshifumi
Publisher : World Scientific
ISBN 13 : 981454941X
Total Pages : 500 pages
Book Rating : 4.8/5 (145 download)
Download or read book Database Systems For Advanced Applications '95 - Proceedings Of The Fourth International Conference written by Masunaga Yoshifumi and published by World Scientific. This book was released on 1995-03-31 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains three keynote papers and 51 technical papers from contributors around the world on topics in the research and development of database systems, such as Data Modelling, Object-Oriented Databases, Active Databases, Data Mining, Heterogeneous Databases, Distributed Databases, Parallel Query Processing, Multi-Media Databases, Transaction Management Systems, Document Databases, Temporal Databases, Deductive Databases, User Interface, and Advanced Database Applications.
Author : H. V. Jagadish
Publisher : Association for Computing Machinery (ACM)
ISBN 13 :
Total Pages : 900 pages
Book Rating : 4.:/5 (318 download)
Download or read book Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data written by H. V. Jagadish and published by Association for Computing Machinery (ACM). This book was released on 1996 with total page 900 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ahmed K. Elmagarmid
Publisher : Morgan Kaufmann
ISBN 13 : 9781558602168
Total Pages : 440 pages
Book Rating : 4.6/5 (21 download)
Download or read book Management of Heterogeneous and Autonomous Database Systems written by Ahmed K. Elmagarmid and published by Morgan Kaufmann. This book was released on 1999 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Overview of Multidatabase Systems: Past and Present / Athman Bouguettaya, Boualem Benatallah, Ahmed Elmagarmid / - Local Autonomy and Its Effects on Multidatabase Systems / Ahmed Elmagarmid, Weimin Du, Rafi Ahmed / - Semantic Similarities Between Objects in Multiple Databases / Vipul Kashyap, Amit Sheth / - Resolution of Representational Diversity in Multidatabase Systems / Joachim Hammer, Dennis McLeod / - Schema Integration: Past, Present, and Future / Sudha Ram, V. Ramesh / - Schema and Language Translation / Bogdan Czejdo, Le Gruenwald / - Multidatabase Languages / Paolo Missier, Marek Rusinkiewicz, W. Jin / - Interdependent Database Systems / George Karabatis, Marek Rusinkiewicz, Amit Sheth / - Correctness Criteria and Concurrency Control / Panos K. Chrysanthis, Krithi Ramamritham / - Transaction Management in Multidatabase Systems: Current Technologies and Formalisms / Ken Barker, Ahmed Elmagarmid / - Transaction-Based Recovery / Jari Veijalainen. ...
Author : Chengqi Zhang
Publisher : Springer
ISBN 13 : 3540460276
Total Pages : 247 pages
Book Rating : 4.5/5 (44 download)
Download or read book Association Rule Mining written by Chengqi Zhang and published by Springer. This book was released on 2003-08-01 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the popularity of knowledge discovery and data mining, in practice as well as among academic and corporate R&D professionals, association rule mining is receiving increasing attention. The authors present the recent progress achieved in mining quantitative association rules, causal rules, exceptional rules, negative association rules, association rules in multi-databases, and association rules in small databases. This book is written for researchers, professionals, and students working in the fields of data mining, data analysis, machine learning, knowledge discovery in databases, and anyone who is interested in association rule mining.
Author :
Publisher : Academic Press
ISBN 13 : 0080566731
Total Pages : 343 pages
Book Rating : 4.0/5 (85 download)
Download or read book Advances in Computers written by and published by Academic Press. This book was released on 1995-09-11 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its first volume in 1960, Advances in Computers has presented detailed coverage of innovations in computer hardware, software, theory, design, and applications. It has also provided contributors with a medium in which they can explore their subjects in greater depth and breadth than journal articles usually allow. As a result, many articles have become standard references that continue to be of significant, lasting value in this rapidly expanding field.
Author : Adnan Yazici
Publisher : Physica
ISBN 13 : 3790818801
Total Pages : 246 pages
Book Rating : 4.7/5 (98 download)
Download or read book Fuzzy Database Modeling written by Adnan Yazici and published by Physica. This book was released on 2013-06-05 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Some recent fuzzy database modeling advances for the non-traditional applications are introduced in this book. The focus is on database models for modeling complex information and uncertainty at the conceptual, logical, physical design levels and from integrity constraints defined on the fuzzy relations. The database models addressed here are; the conceptual data models, including the ExIFO and ExIFO2 data models, the logical database models, including the extended NF2 database model, fuzzy object-oriented database model, and the fuzzy deductive object-oriented database model. Integrity constraints are defined on the fuzzy relations are also addressed. A continuing reason for the limited adoption of fuzzy database systems has been performance. There have been few efforts at defining physical structures that accomodate fuzzy information. A new access structure and data organization for fuzzy information is introduced in this book.
Author : Ricardo Baeza-Yates
Publisher : Springer Science & Business Media
ISBN 13 : 1475798059
Total Pages : 576 pages
Book Rating : 4.4/5 (757 download)
Download or read book Computer Science 2 written by Ricardo Baeza-Yates and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Shichao Zhang
Publisher : Springer Science & Business Media
ISBN 13 : 0857293885
Total Pages : 237 pages
Book Rating : 4.8/5 (572 download)
Download or read book Knowledge Discovery in Multiple Databases written by Shichao Zhang and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many organizations have an urgent need of mining their multiple databases inherently distributed in branches (distributed data). In particular, as the Web is rapidly becoming an information flood, individuals and organizations can take into account low-cost information and knowledge on the Internet when making decisions. How to efficiently identify quality knowledge from different data sources has become a significant challenge. This challenge has attracted a great many researchers including the au thors who have developed a local pattern analysis, a new strategy for dis covering some kinds of potentially useful patterns that cannot be mined in traditional multi-database mining techniques. Local pattern analysis deliv ers high-performance pattern discovery from multiple databases. There has been considerable progress made on multi-database mining in such areas as hierarchical meta-learning, collective mining, database classification, and pe culiarity discovery. While these techniques continue to be future topics of interest concerning multi-database mining, this book focuses on these inter esting issues under the framework of local pattern analysis. The book is intended for researchers and students in data mining, dis tributed data analysis, machine learning, and anyone else who is interested in multi-database mining. It is also appropriate for use as a text supplement for broader courses that might also involve knowledge discovery in databases and data mining.
Author : Giurca, Adrian
Publisher : IGI Global
ISBN 13 : 1605664030
Total Pages : 862 pages
Book Rating : 4.6/5 (56 download)
Download or read book Handbook of Research on Emerging Rule-Based Languages and Technologies: Open Solutions and Approaches written by Giurca, Adrian and published by IGI Global. This book was released on 2009-05-31 with total page 862 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides a comprehensive collection of state-of-the-art advancements in rule languages"--Provided by publisher.
Author : S. Sumathi
Publisher : Springer Science & Business Media
ISBN 13 : 3540483977
Total Pages : 793 pages
Book Rating : 4.5/5 (44 download)
Download or read book Fundamentals of Relational Database Management Systems written by S. Sumathi and published by Springer Science & Business Media. This book was released on 2007-02-13 with total page 793 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of fundamentals of database management system. It contains a detailed description on Relational Database Management System Concepts. There are a variety of solved examples and review questions with solutions. This book is for those who require a better understanding of relational data modeling, its purpose, its nature, and the standards used in creating relational data model.
Author : Ian Foster
Publisher : CRC Press
ISBN 13 : 1000208591
Total Pages : 413 pages
Book Rating : 4.0/5 (2 download)
Download or read book Big Data and Social Science written by Ian Foster and published by CRC Press. This book was released on 2020-11-17 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data and Social Science: Data Science Methods and Tools for Research and Practice, Second Edition shows how to apply data science to real-world problems, covering all stages of a data-intensive social science or policy project. Prominent leaders in the social sciences, statistics, and computer science as well as the field of data science provide a unique perspective on how to apply modern social science research principles and current analytical and computational tools. The text teaches you how to identify and collect appropriate data, apply data science methods and tools to the data, and recognize and respond to data errors, biases, and limitations. Features: Takes an accessible, hands-on approach to handling new types of data in the social sciences Presents the key data science tools in a non-intimidating way to both social and data scientists while keeping the focus on research questions and purposes Illustrates social science and data science principles through real-world problems Links computer science concepts to practical social science research Promotes good scientific practice Provides freely available workbooks with data, code, and practical programming exercises, through Binder and GitHub New to the Second Edition: Increased use of examples from different areas of social sciences New chapter on dealing with Bias and Fairness in Machine Learning models Expanded chapters focusing on Machine Learning and Text Analysis Revamped hands-on Jupyter notebooks to reinforce concepts covered in each chapter This classroom-tested book fills a major gap in graduate- and professional-level data science and social science education. It can be used to train a new generation of social data scientists to tackle real-world problems and improve the skills and competencies of applied social scientists and public policy practitioners. It empowers you to use the massive and rapidly growing amounts of available data to interpret economic and social activities in a scientific and rigorous manner.
Author : Vittorio Castelli
Publisher : John Wiley & Sons
ISBN 13 : 0471464074
Total Pages : 609 pages
Book Rating : 4.4/5 (714 download)
Download or read book Image Databases written by Vittorio Castelli and published by John Wiley & Sons. This book was released on 2004-04-07 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: The explosive growth of multimedia data transmission has generated a critical need for efficient, high-capacity image databases, as well as powerful search engines to retrieve image data from them. This book brings together contributions by an international all-star team of innovators in the field who share their insights into all key aspects of image database and search engine construction. Readers get in-depth discussions of the entire range of crucial image database architecture, indexing and retrieval, transmission, display, and user interface issues. And, using examples from an array of disciplines, the authors present cutting-edge applications in medical imagery, multimedia communications, earth science, remote sensing, and other major application areas.
Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
ISBN 13 : 0387475346
Total Pages : 365 pages
Book Rating : 4.3/5 (874 download)
Download or read book Data Streams written by Charu C. Aggarwal and published by Springer Science & Business Media. This book was released on 2007-04-03 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book primarily discusses issues related to the mining aspects of data streams and it is unique in its primary focus on the subject. This volume covers mining aspects of data streams comprehensively: each contributed chapter contains a survey on the topic, the key ideas in the field for that particular topic, and future research directions. The book is intended for a professional audience composed of researchers and practitioners in industry. This book is also appropriate for advanced-level students in computer science.
Author : Beyhl, Thomas
Publisher : Universitätsverlag Potsdam
ISBN 13 : 3869563397
Total Pages : 154 pages
Book Rating : 4.8/5 (695 download)
Download or read book Efficient and scalable graph view maintenance for deductive graph databases based on generalized discrimination networks written by Beyhl, Thomas and published by Universitätsverlag Potsdam. This book was released on 2016-01-12 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Graph databases provide a natural way of storing and querying graph data. In contrast to relational databases, queries over graph databases enable to refer directly to the graph structure of such graph data. For example, graph pattern matching can be employed to formulate queries over graph data. However, as for relational databases running complex queries can be very time-consuming and ruin the interactivity with the database. One possible approach to deal with this performance issue is to employ database views that consist of pre-computed answers to common and often stated queries. But to ensure that database views yield consistent query results in comparison with the data from which they are derived, these database views must be updated before queries make use of these database views. Such a maintenance of database views must be performed efficiently, otherwise the effort to create and maintain views may not pay off in comparison to processing the queries directly on the data from which the database views are derived. At the time of writing, graph databases do not support database views and are limited to graph indexes that index nodes and edges of the graph data for fast query evaluation, but do not enable to maintain pre-computed answers of complex queries over graph data. Moreover, the maintenance of database views in graph databases becomes even more challenging when negation and recursion have to be supported as in deductive relational databases. In this technical report, we present an approach for the efficient and scalable incremental graph view maintenance for deductive graph databases. The main concept of our approach is a generalized discrimination network that enables to model nested graph conditions including negative application conditions and recursion, which specify the content of graph views derived from graph data stored by graph databases. The discrimination network enables to automatically derive generic maintenance rules using graph transformations for maintaining graph views in case the graph data from which the graph views are derived change. We evaluate our approach in terms of a case study using multiple data sets derived from open source projects.
Author : Matthias Jarke
Publisher : Springer Science & Business Media
ISBN 13 : 9783540420897
Total Pages : 328 pages
Book Rating : 4.4/5 (28 download)
Download or read book Fundamentals of Data Warehouses written by Matthias Jarke and published by Springer Science & Business Media. This book was released on 2002-11-26 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the first comparative review of the state of the art and the best current practices of data warehouses. It covers source and data integration, multidimensional aggregation, query optimization, metadata management, quality assessment, and design optimization. A conceptual framework is presented by which the architecture and quality of a data warehouse can be assessed and improved using enriched metadata management combined with advanced techniques from databases, business modeling, and artificial intelligence.
Author : Zahir Tari
Publisher : Springer Science & Business Media
ISBN 13 : 9780792384052
Total Pages : 484 pages
Book Rating : 4.3/5 (84 download)
Download or read book Database Semantics written by Zahir Tari and published by Springer Science & Business Media. This book was released on 1998-12-31 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Database Semantics: Semantic Issues in Multimedia Systems reflects the state of the art of emerging research on the meaning of multimedia information, as presented during IFIP's Eighth Data Semantics Working Conference (DS-8), organized by its Working Group 2.6 on Databases, and held at Rotorua, New Zealand, in January 1999. DS-8 was planned as an active forum for researchers and practitioners focusing on those issues that involve the semantics of the information represented, stored, and manipulated by multimedia systems. Depending on the topic and state of research, issues may be covered either deeply theoretically or quite practically, or even both. These proceedings contain twenty-one papers carefully selected by an International Programme Committee and organized in six thematic areas: Video Data Modelling and Use; Image Databases; Applications of Multimedia Systems; Multimedia Modeling in General; Multimedia Information Retrieval; Semantics and Metadata. For almost every area, important topics and issues include: data modeling and query languages for media such as audio, video, and images; methodological aspects of multimedia database design; intelligent multimedia information retrieval; knowledge discovery and data mining in multimedia information; multimedia user interfaces. Three visionary keynote addresses, by famous experts Ramesh Jain, Hermann Maurer and Masao Sakauchi, set the stage for discussion and future directions for the field. The collection of papers that resulted now offers a glimpse of the excitement and enthusiasm from DS-8. Database Semantics: Semantic Issues in Multimedia Systems is suitable as a secondary text for a graduate-level course on database systems, multimedia systems, or information retrieval systems and as a reference for practitioners and researchers in industry.
