Data Mining For Scientific And Engineering Applications

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Data Mining For Scientific And Engineering Applications

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Author : R.L. Grossman
language : en
Publisher: Springer Science & Business Media
Release Date : 2001-10-31

Data Mining For Scientific And Engineering Applications written by R.L. Grossman and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-10-31 with Computers categories.

Advances in technology are making massive data sets common in many scientific disciplines, such as astronomy, medical imaging, bio-informatics, combinatorial chemistry, remote sensing, and physics. To find useful information in these data sets, scientists and engineers are turning to data mining techniques. This book is a collection of papers based on the first two in a series of workshops on mining scientific datasets. It illustrates the diversity of problems and application areas that can benefit from data mining, as well as the issues and challenges that differentiate scientific data mining from its commercial counterpart. While the focus of the book is on mining scientific data, the work is of broader interest as many of the techniques can be applied equally well to data arising in business and web applications. Audience: This work would be an excellent text for students and researchers who are familiar with the basic principles of data mining and want to learn more about the application of data mining to their problem in science or engineering.

Data Mining For Scientific And Engineering Applications

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Author : R.L. Grossman
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-01

Data Mining For Scientific And Engineering Applications written by R.L. Grossman and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-01 with Computers categories.

Advances in technology are making massive data sets common in many scientific disciplines, such as astronomy, medical imaging, bio-informatics, combinatorial chemistry, remote sensing, and physics. To find useful information in these data sets, scientists and engineers are turning to data mining techniques. This book is a collection of papers based on the first two in a series of workshops on mining scientific datasets. It illustrates the diversity of problems and application areas that can benefit from data mining, as well as the issues and challenges that differentiate scientific data mining from its commercial counterpart. While the focus of the book is on mining scientific data, the work is of broader interest as many of the techniques can be applied equally well to data arising in business and web applications. Audience: This work would be an excellent text for students and researchers who are familiar with the basic principles of data mining and want to learn more about the application of data mining to their problem in science or engineering.

Introduction To Data Mining And Its Applications

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Author : S. Sumathi
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-09-26

Introduction To Data Mining And Its Applications written by S. Sumathi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-09-26 with Computers categories.

This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in data base systems and new data base applications and is also designed to give a broad, yet in-depth overview of the field of data mining. Data mining is a multidisciplinary field, drawing work from areas including database technology, AI, machine learning, NN, statistics, pattern recognition, knowledge based systems, knowledge acquisition, information retrieval, high performance computing and data visualization. This book is intended for a wide audience of readers who are not necessarily experts in data warehousing and data mining, but are interested in receiving a general introduction to these areas and their many practical applications. Since data mining technology has become a hot topic not only among academic students but also for decision makers, it provides valuable hidden business and scientific intelligence from a large amount of historical data. It is also written for technical managers and executives as well as for technologists interested in learning about data mining.

Scientific Data Mining

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Author : Chandrika Kamath
language : en
Publisher: SIAM
Release Date : 2009-06-04

Scientific Data Mining written by Chandrika Kamath and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-04 with Mathematics categories.

Chandrika Kamath describes how techniques from the multi-disciplinary field of data mining can be used to address the modern problem of data overload in science and engineering domains. Starting with a survey of analysis problems in different applications, it identifies the common themes across these domains.

Next Generation Of Data Mining

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Author : Hillol Kargupta
language : en
Publisher: CRC Press
Release Date : 2008-12-24

Next Generation Of Data Mining written by Hillol Kargupta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-24 with Computers categories.

Drawn from the US National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field.Gathering perspectives from top experts across different di

African Mathematics

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Author : Abdul Karim Bangura
language : en
Publisher: Bloomsbury Publishing PLC
Release Date : 2011-02-16

African Mathematics written by Abdul Karim Bangura and has been published by Bloomsbury Publishing PLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-02-16 with Education categories.

This is the first comprehensive text on African Mathematics that can be used to address some of the problematic issues in this area. These issues include attitudes, curriculum development, educational change, academic achievement, standardized and other tests, performance factors, student characteristics, cross-cultural differences and studies, literacy, native speakers, social class and differences, equal education, teaching methods, knowledge level, educational guidelines and policies, transitional schools, comparative education, other subjects such as physics and social studies, surveys, talent, educational research, teacher education and qualifications, academic standards, teacher effectiveness, lesson plans and modules, teacher characteristics, instructional materials, program effectiveness, program evaluation, African culture, African history, Black studies, class activities, educational games, number systems, cognitive ability, foreign influence, and fundamental concepts. What unifies the chapters in this book can appear rather banal, but many mathematical insights are so obvious and so fundamental that they are difficult to absorb, appreciate, and express with fresh clarity. Some of the more basic insights are isolated by accounts of investigators who have earned their contemporaries' respect. Winner of the 2012 Cecil B. Currey Book Award.

Computational Science And Its Applications Iccsa 2014

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Author : Beniamino Murgante
language : en
Publisher: Springer
Release Date : 2014-07-02

Computational Science And Its Applications Iccsa 2014 written by Beniamino Murgante and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-02 with Computers categories.

The six-volume set LNCS 8579-8584 constitutes the refereed proceedings of the 14th International Conference on Computational Science and Its Applications, ICCSA 2014, held in Guimarães, Portugal, in June/July 2014. The 347 revised papers presented in 30 workshops and a special track were carefully reviewed and selected from 1167. The 289 papers presented in the workshops cover various areas in computational science ranging from computational science technologies to specific areas of computational science such as computational geometry and security.

Advanced Design Technology Adme 2011

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Author : Jian Gao
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2011-08-16

Advanced Design Technology Adme 2011 written by Jian Gao and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-16 with Technology & Engineering categories.

Selected papers from the 2011 International Conference on Advanced Design and Manufacturing Engineering (ADME 2011), 16-18 September, 2011, Guangzhou, China

Measurements And Instrumentation For Machine Vision

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Author : Oleg Sergiyenko
language : en
Publisher: CRC Press
Release Date : 2024-06-26

Measurements And Instrumentation For Machine Vision written by Oleg Sergiyenko and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-26 with Technology & Engineering categories.

A comprehensive reference book that addresses the field of machine vision and its significance in cyber-physical systems. It explores the multidisciplinary nature of machine vision, involving electronic and mechatronic devices, artificial intelligence algorithms, embedded systems, control systems, robotics, interconnectivity, data science, and cloud computing. The book aims to provide advanced students, early career researchers, and established scholars with state-of-the-art knowledge and novel content related to the implementation of machine vision in engineering, scientific knowledge, and technological innovation. The chapters of the book delve into various topics and applications within the realm of machine vision. They cover areas such as camera and inertial measurement unit calibration, technical vision systems for human detection, design and evaluation of support systems using neural networks, UV sensing in contemporary applications, fiber Bragg grating arrays for medical diagnosis, color model creation for terrain recognition by robots, navigation systems for aircraft, object classification in infrared images, feature selection for vehicle/non-vehicle classification, visualization of sedimentation in extreme conditions, quality estimation of tea using machine vision, image dataset augmentation techniques, machine vision for astronomical images, agricultural automation, occlusion-aware disparity-based visual servoing, machine learning approaches for single-photon imaging, and augmented visual inertial wheel odometry. Each chapter is a result of expert research and collaboration, reviewed by peers and consulted by the book's editorial board. The authors provide in-depth reviews of the state of the art and present novel proposals, contributing to the development and futurist trends in the field of machine vision. "Measurements and Instrumentation for Machine Vision" serves as a valuable resource for researchers, students, and professionals seeking to explore and implement machine vision technologies in various domains, promoting sustainability, human-centered solutions, and global problem-solving.

Advances In Computers

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Author : Marvin Zelkowitz
language : en
Publisher: Academic Press
Release Date : 2001-07-26

Advances In Computers written by Marvin Zelkowitz and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-07-26 with Computers categories.

Volume 55 covers some particularly hot topics. Linda Harasim writes about education and the Web in "The Virtual University: A State of the Art." She discusses the issues that will need to be addressed if online education is to live up to expectations. Neville Holmes covers a related subject in his chapter "The Net, the Web, and the Children." He argues that the Web is an evolutionary, rather than revolutionary, development and highlights the division between the rich and the poor within and across nations. Continuing the WWW theme, George Mihaila, Louqa Raschid, and Maria-Esther Vidal look at the problems of using the Web and finding the information you want. Naren Ramakrishnan and Anath Grama discuss another aspect of finding relevant information in large databases in their contribution. They discuss the algorithms, techniques, and methodologies for effective application of scientific data mining. Returning to the Web theme, Ross Anderson, Frank Stajano, and Jong-Hyeon Lee address the issue of security policies. Their survey of the most significant security policy models in the literature shows how security may mean different things in different contexts. John Savage, Alan Selman, and Carl Smith take a step back from the applications and address how theoretical computer science has had an impact on practical computing concepts. Finally, Yuan Taur takes a step even further back and discusses the development of the computer chip. Thus, Volume 55 takes us from the very fundamentals of computer science-the chip-right to the applications and user interface with the Web.