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| Author | : Da Ruan |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 536 |
| Release | : 2005-08-24 |
| Genre | : Mathematics |
| ISBN | : 9783540262565 |
Download Intelligent Data Mining Book in PDF, ePub and Kindle
"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.
| Author | : Xanthoula Eirini Pantazi |
| Publisher | : Academic Press |
| Total Pages | : 330 |
| Release | : 2019-10-08 |
| Genre | : Business & Economics |
| ISBN | : 0128143924 |
Download Intelligent Data Mining and Fusion Systems in Agriculture Book in PDF, ePub and Kindle
Intelligent Data Mining and Fusion Systems in Agriculture presents methods of computational intelligence and data fusion that have applications in agriculture for the non-destructive testing of agricultural products and crop condition monitoring. Sections cover the combination of sensors with artificial intelligence architectures in precision agriculture, including algorithms, bio-inspired hierarchical neural maps, and novelty detection algorithms capable of detecting sudden changes in different conditions. This book offers advanced students and entry-level professionals in agricultural science and engineering, geography and geoinformation science an in-depth overview of the connection between decision-making in agricultural operations and the decision support features offered by advanced computational intelligence algorithms. Covers crop protection, automation in agriculture, artificial intelligence in agriculture, sensing and Internet of Things (IoTs) in agriculture Addresses AI use in weed management, disease detection, yield prediction and crop production Utilizes case studies to provide real-world insights and direction
| Author | : Da Ruan |
| Publisher | : Springer |
| Total Pages | : 518 |
| Release | : 2009-09-02 |
| Genre | : Mathematics |
| ISBN | : 9783540812043 |
Download Intelligent Data Mining Book in PDF, ePub and Kindle
"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.
| Author | : Zhengxin Chen |
| Publisher | : CRC Press |
| Total Pages | : 259 |
| Release | : 2001-12-13 |
| Genre | : Computers |
| ISBN | : 1420040618 |
Download Intelligent Data Warehousing Book in PDF, ePub and Kindle
Effective decision support systems (DSS) are quickly becoming key to businesses gaining a competitive advantage, and the effectiveness of these systems depends on the ability to construct, maintain, and extract information from data warehouses. While many still perceive data warehousing as a subdiscipline of management information systems (MIS), in
| Author | : Deepak Gupta |
| Publisher | : John Wiley & Sons |
| Total Pages | : 428 |
| Release | : 2020-07-13 |
| Genre | : Technology & Engineering |
| ISBN | : 1119544459 |
Download Intelligent Data Analysis Book in PDF, ePub and Kindle
This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and so on. This book aims to describe the different approaches of Intelligent Data Analysis from a practical point of view: solving common life problems with data analysis tools.
| Author | : Ting Yu |
| Publisher | : CRC Press |
| Total Pages | : 443 |
| Release | : 2016-04-19 |
| Genre | : Business & Economics |
| ISBN | : 1439895953 |
Download Computational Intelligent Data Analysis for Sustainable Development Book in PDF, ePub and Kindle
Going beyond performing simple analyses, researchers involved in the highly dynamic field of computational intelligent data analysis design algorithms that solve increasingly complex data problems in changing environments, including economic, environmental, and social data. Computational Intelligent Data Analysis for Sustainable Development present
| Author | : D. Binu |
| Publisher | : Academic Press |
| Total Pages | : 270 |
| Release | : 2021-02-17 |
| Genre | : Science |
| ISBN | : 0128206160 |
Download Artificial Intelligence in Data Mining Book in PDF, ePub and Kindle
Artificial Intelligence in Data Mining: Theories and Applications offers a comprehensive introduction to data mining theories, relevant AI techniques, and their many real-world applications. This book is written by experienced engineers for engineers, biomedical engineers, and researchers in neural networks, as well as computer scientists with an interest in the area. Provides coverage of the fundamentals of Artificial Intelligence as applied to data mining, including computational intelligence and unsupervised learning methods for data clustering Presents coverage of key topics such as heuristic methods for data clustering, deep learning methods for data classification, and neural networks Includes case studies and real-world applications of AI techniques in data mining, for improved outcomes in clinical diagnosis, satellite data extraction, agriculture, security and defense
| Author | : Christopher Westphal |
| Publisher | : CRC Press |
| Total Pages | : 450 |
| Release | : 2008-12-22 |
| Genre | : Computers |
| ISBN | : 1420067249 |
Download Data Mining for Intelligence, Fraud & Criminal Detection Book in PDF, ePub and Kindle
In 2004, the Government Accountability Office provided a report detailing approximately 200 government-based data-mining projects. While there is comfort in knowing that there are many effective systems, that comfort isn‘t worth much unless we can determine that these systems are being effectively and responsibly employed.Written by one of the most
| Author | : Masoud Mohammadian |
| Publisher | : IGI Global |
| Total Pages | : 327 |
| Release | : 2004-01-01 |
| Genre | : Computers |
| ISBN | : 1591401941 |
Download Intelligent Agents for Data Mining and Information Retrieval Book in PDF, ePub and Kindle
There is a large increase in the amount of information available on World Wide Web and also in number of online databases. This information abundance increases the complexity of locating relevant information. Such a complexity drives the need for improved and intelligent systems for search and information retrieval. Intelligent agents are currently used to improve the search and retrieval information on World Wide Web. The use of existing search and retrieval engines with the addition of intelligent agents allows a more comprehensive search with a performance that can be measured. Intelligent Agents for Data Mining and Information Retrieval discusses the foundation as well as the practical side of intelligent agents and their theory and applications for web data mining and information retrieval. The book can used for researchers at the undergraduate and post-graduate levels as well as a reference of the state-of-art for cutting edge researchers.
| Author | : Michael R. Berthold |
| Publisher | : Springer |
| Total Pages | : 515 |
| Release | : 2007-06-07 |
| Genre | : Computers |
| ISBN | : 3540486259 |
Download Intelligent Data Analysis Book in PDF, ePub and Kindle
This second and revised edition contains a detailed introduction to the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues. The following chapters concentrate on machine learning and artificial intelligence, rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on visualization and an advanced overview of IDA processes.
