causal models and intelligent data management

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Causal Models And Intelligent Data Management

Author : Alexander Gammerman
ISBN : 9783642586484
Genre : Computers
File Size : 58. 98 MB
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The need to electronically store, manipulate and analyze large-scale, high-dimensional data sets requires new computational methods. This book presents new intelligent data management methods and tools, including new results from the field of inference. Leading experts also map out future directions of intelligent data analysis. This book will be a valuable reference for researchers exploring the interdisciplinary area between statistics and computer science as well as for professionals applying advanced data analysis methods in industry.

Intelligent Data Mining

Author : Da Ruan
ISBN : 3540262563
Genre : Mathematics
File Size : 85. 99 MB
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"Intelligent Data Mining – Techniques and Applications" is an organized edited collection of contributed chapters covering basic knowledge for intelligent systems and data mining, applications in economic and management, industrial engineering and other related industrial applications. The main objective of this book is to gather a number of peer-reviewed high quality contributions in the relevant topic areas. The focus is especially on those chapters that provide theoretical/analytical solutions to the problems of real interest in intelligent techniques possibly combined with other traditional tools, for data mining and the corresponding applications to engineers and managers of different industrial sectors. Academic and applied researchers and research students working on data mining can also directly benefit from this book.

Intelligent Data Engineering And Automated Learning Ideal 2002

Author : Hujun Yin
ISBN : 9783540456759
Genre : Computers
File Size : 53. 38 MB
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This book constitutes the refereed proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2002, held in Manchester, UK in August 2002. The 89 revised papers presented were carefully reviewed and selected from more than 150 submissions. The book offers topical sections on data mining, knowledge engineering, text and document processing, internet applications, agent technology, autonomous mining, financial engineering, bioinformatics, learning systems, and pattern recognition.

Data Mining Foundations And Practice

Author : Tsau Young Lin
ISBN : 9783540784876
Genre : Computers
File Size : 50. 5 MB
Format : PDF
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This book contains valuable studies in data mining from both foundational and practical perspectives. The foundational studies of data mining may help to lay a solid foundation for data mining as a scientific discipline, while the practical studies of data mining may lead to new data mining paradigms and algorithms. The foundational studies contained in this book focus on a broad range of subjects, including conceptual framework of data mining, data preprocessing and data mining as generalization, probability theory perspective on fuzzy systems, rough set methodology on missing values, inexact multiple-grained causal complexes, complexity of the privacy problem, logical framework for template creation and information extraction, classes of association rules, pseudo statistical independence in a contingency table, and role of sample size and determinants in granularity of contingency matrix. The practical studies contained in this book cover different fields of data mining, including rule mining, classification, clustering, text mining, Web mining, data stream mining, time series analysis, privacy preservation mining, fuzzy data mining, ensemble approaches, and kernel based approaches. We believe that the works presented in this book will encourage the study of data mining as a scientific field and spark collaboration among researchers and practitioners.

Annual Meeting Of The North American Fuzzy Information Processing Society Nafips

Author : North American Fuzzy Information Processing Society. Meeting
ISBN : 0780383761
Genre : Soft computing
File Size : 46. 98 MB
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Advances In Intelligent Data Analysis

Author : David Hand
ISBN : 9783540663324
Genre : Computers
File Size : 38. 23 MB
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Proceedings Of The Ieee International Conference On Fuzzy Systems

Author : IEEE Neural Networks Council (New York, NY)
ISBN : 0780383532
Genre : Fuzzy systems
File Size : 89. 39 MB
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Advances In Intelligent Computing Ipmu 94

Author : Bernadette Bouchon-Meunier
ISBN : 3540601163
Genre : Computers
File Size : 50. 52 MB
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This book presents a topical selection of full refereed research papers presented during the 5th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU '94, held in Paris, France in July 1994. The topical focus is on the role of uncertainty in the contruction of intelligent computing systems and it is shown how the concepts of AI, neural networks, and fuzzy logic can be utilized for that purpose. In total, there are presented 63 thoroughly revised papers organized in sections on fundamental issues; theory of evidence; networks, probabilistic, statistical, and informational methods; possibility theory, logics, chaos, reusability, and applications.

Principles Of Text Processing

Author : Francis Niall Teskey
ISBN : UOM:39015014772142
Genre : Business & Economics
File Size : 80. 82 MB
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Safety And Reliability Methodology And Applications

Author : Tomasz Nowakowski
ISBN : 9781315736976
Genre : Technology & Engineering
File Size : 65. 54 MB
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Within the last fifty years the performance requirements for technical objects and systems were supplemented with: customer expectations (quality), abilities to prevent the loss of the object properties in operation time (reliability and maintainability), protection against the effects of undesirable events (safety and security) and the ability to restore performance (resilience). The need to adapt the operation of complex systems in such an uncertain and volatile environment has caused the necessity to formulate new and well established achievements associated with modeling, testing and evaluation of these properties. The concept of a complex system applies not only to the technical ones but also the infrastructure of major importance for social life such as transportation and logistics systems, buildings, power systems, water distribution systems or health services. Safety and Reliability: Methodology and Applications contains the proceedings of the 24th European Safety and Reliability Conference (ESREL 2014, Wroclaw, Poland, 14-18 September 2014), and discusses theories and methods and their applications in the areas of risk, safety and reliability. The abstracts book (408 pages) + full paper CD-ROM (2496 pages) will be of interest to researchers and practitioners, academics and engineers working in academic, industrial and governmental sectors.

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