Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms

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Publisher : Springer Science & Business Media
ISBN 13 : 3319034049
Total Pages : 469 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms by : Bo Xing

Download or read book Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms written by Bo Xing and published by Springer Science & Business Media. This book was released on 2013-12-13 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first notable feature of this book is its innovation: Computational intelligence (CI), a fast evolving area, is currently attracting lots of researchers’ attention in dealing with many complex problems. At present, there are quite a lot competing books existing in the market. Nevertheless, the present book is markedly different from the existing books in that it presents new paradigms of CI that have rarely mentioned before, as opposed to the traditional CI techniques or methodologies employed in other books. During the past decade, a number of new CI algorithms are proposed. Unfortunately, they spread in a number of unrelated publishing directions which may hamper the use of such published resources. These provide us with motivation to analyze the existing research for categorizing and synthesizing it in a meaningful manner. The mission of this book is really important since those algorithms are going to be a new revolution in computer science. We hope it will stimulate the readers to make novel contributions or even start a new paradigm based on nature phenomena. Although structured as a textbook, the book's straightforward, self-contained style will also appeal to a wide audience of professionals, researchers and independent learners. We believe that the book will be instrumental in initiating an integrated approach to complex problems by allowing cross-fertilization of design principles from different design philosophies. The second feature of this book is its comprehensiveness: Through an extensive literature research, there are 134 innovative CI algorithms covered in this book.

Computational Intelligence Applications in Modeling and Control

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Publisher : Springer
ISBN 13 : 3319110179
Total Pages : 434 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Computational Intelligence Applications in Modeling and Control by : Ahmad Taher Azar

Download or read book Computational Intelligence Applications in Modeling and Control written by Ahmad Taher Azar and published by Springer. This book was released on 2014-12-26 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of computational intelligence (CI) systems was inspired by observable and imitable aspects of intelligent activity of human being and nature. The essence of the systems based on computational intelligence is to process and interpret data of various nature so that that CI is strictly connected with the increase of available data as well as capabilities of their processing, mutually supportive factors. Developed theories of computational intelligence were quickly applied in many fields of engineering, data analysis, forecasting, biomedicine and others. They are used in images and sounds processing and identifying, signals processing, multidimensional data visualization, steering of objects, analysis of lexicographic data, requesting systems in banking, diagnostic systems, expert systems and many other practical implementations. This book consists of 16 contributed chapters by subject experts who are specialized in the various topics addressed in this book. The special chapters have been brought out in the broad areas of Control Systems, Power Electronics, Computer Science, Information Technology, modeling and engineering applications. Special importance was given to chapters offering practical solutions and novel methods for the recent research problems in the main areas of this book, viz. Control Systems, Modeling, Computer Science, IT and engineering applications. This book will serve as a reference book for graduate students and researchers with a basic knowledge of control theory, computer science and soft-computing techniques. The resulting design procedures are emphasized using Matlab/Simulink software.

Recent Trends in Artificial Neural Networks

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Publisher :
ISBN 13 : 9781789854206
Total Pages : pages
Book Rating : 4.8/5 (542 download)

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Book Synopsis Recent Trends in Artificial Neural Networks by : Ali Sadollah

Download or read book Recent Trends in Artificial Neural Networks written by Ali Sadollah and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neural-Symbolic Learning Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1447102118
Total Pages : 276 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Neural-Symbolic Learning Systems by : Artur S. d'Avila Garcez

Download or read book Neural-Symbolic Learning Systems written by Artur S. d'Avila Garcez and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence is concerned with producing devices that help or replace human beings in their daily activities. Neural-symbolic learning systems play a central role in this task by combining, and trying to benefit from, the advantages of both the neural and symbolic paradigms of artificial intelligence. This book provides a comprehensive introduction to the field of neural-symbolic learning systems, and an invaluable overview of the latest research issues in this area. It is divided into three sections, covering the main topics of neural-symbolic integration - theoretical advances in knowledge representation and learning, knowledge extraction from trained neural networks, and inconsistency handling in neural-symbolic systems. Each section provides a balance of theory and practice, giving the results of applications using real-world problems in areas such as DNA sequence analysis, power systems fault diagnosis, and software requirements specifications. Neural-Symbolic Learning Systems will be invaluable reading for researchers and graduate students in Engineering, Computing Science, Artificial Intelligence, Machine Learning and Neurocomputing. It will also be of interest to Intelligent Systems practitioners and anyone interested in applications of hybrid artificial intelligence systems.

Artificial Immune Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540739211
Total Pages : 449 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Artificial Immune Systems by : Leandro N. de Castro

Download or read book Artificial Immune Systems written by Leandro N. de Castro and published by Springer Science & Business Media. This book was released on 2007-08-07 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Artificial Immune Systems, ICARIS 2007, held in Santos, Brazil, in August 2007. The 36 revised full papers presented were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on search and optimization, classification and clustering, anomaly detection and negative selection, robotics, control and electronics, modeling papers, conceptual papers, as well as technical papers and general applications.

Neural-Symbolic Cognitive Reasoning

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Publisher : Springer Science & Business Media
ISBN 13 : 3540732454
Total Pages : 200 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Neural-Symbolic Cognitive Reasoning by : Artur S. D'Avila Garcez

Download or read book Neural-Symbolic Cognitive Reasoning written by Artur S. D'Avila Garcez and published by Springer Science & Business Media. This book was released on 2009 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores why, regarding practical reasoning, humans are sometimes still faster than artificial intelligence systems. It is the first to offer a self-contained presentation of neural network models for many computer science logics.

Artificial Neural Networks

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Publisher : Springer
ISBN 13 : 3319431625
Total Pages : 309 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Artificial Neural Networks by : Ivan Nunes da Silva

Download or read book Artificial Neural Networks written by Ivan Nunes da Silva and published by Springer. This book was released on 2016-08-24 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of neural networks, their evolution, their structure, the problems they can solve, and their applications. The first half of the book looks at theoretical investigations on artificial neural networks and addresses the key architectures that are capable of implementation in various application scenarios. The second half is designed specifically for the production of solutions using artificial neural networks to solve practical problems arising from different areas of knowledge. It also describes the various implementation details that were taken into account to achieve the reported results. These aspects contribute to the maturation and improvement of experimental techniques to specify the neural network architecture that is most appropriate for a particular application scope. The book is appropriate for students in graduate and upper undergraduate courses in addition to researchers and professionals.

Perspectives of Neural-Symbolic Integration

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Publisher : Springer
ISBN 13 : 3540739548
Total Pages : 325 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Perspectives of Neural-Symbolic Integration by : Barbara Hammer

Download or read book Perspectives of Neural-Symbolic Integration written by Barbara Hammer and published by Springer. This book was released on 2007-08-14 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: When it comes to robotics and bioinformatics, the Holy Grail everyone is seeking is how to dovetail logic-based inference and statistical machine learning. This volume offers some possible solutions to this eternal problem. Edited with flair and sensitivity by Hammer and Hitzler, the book contains state-of-the-art contributions in neural-symbolic integration, covering `loose' coupling by means of structure kernels or recursive models as well as `strong' coupling of logic and neural networks.

Handbook On Big Data And Machine Learning In The Physical Sciences (In 2 Volumes)

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Publisher : World Scientific
ISBN 13 : 9811204586
Total Pages : 1001 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Handbook On Big Data And Machine Learning In The Physical Sciences (In 2 Volumes) by :

Download or read book Handbook On Big Data And Machine Learning In The Physical Sciences (In 2 Volumes) written by and published by World Scientific. This book was released on 2020-03-10 with total page 1001 pages. Available in PDF, EPUB and Kindle. Book excerpt: This compendium provides a comprehensive collection of the emergent applications of big data, machine learning, and artificial intelligence technologies to present day physical sciences ranging from materials theory and imaging to predictive synthesis and automated research. This area of research is among the most rapidly developing in the last several years in areas spanning materials science, chemistry, and condensed matter physics.Written by world renowned researchers, the compilation of two authoritative volumes provides a distinct summary of the modern advances in instrument — driven data generation and analytics, establishing the links between the big data and predictive theories, and outlining the emerging field of data and physics-driven predictive and autonomous systems.

High Performance Visualization

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Publisher : CRC Press
ISBN 13 : 1439875731
Total Pages : 520 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis High Performance Visualization by : E. Wes Bethel

Download or read book High Performance Visualization written by E. Wes Bethel and published by CRC Press. This book was released on 2012-10-25 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Visualization and analysis tools, techniques, and algorithms have undergone a rapid evolution in recent decades to accommodate explosive growth in data size and complexity and to exploit emerging multi- and many-core computational platforms. High Performance Visualization: Enabling Extreme-Scale Scientific Insight focuses on the subset of scientifi

Introduction to Probability and Statistics Using R

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Publisher : Lulu.com
ISBN 13 : 0557249791
Total Pages : 388 pages
Book Rating : 4.5/5 (572 download)

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Book Synopsis Introduction to Probability and Statistics Using R by : G. Jay Kerns

Download or read book Introduction to Probability and Statistics Using R written by G. Jay Kerns and published by Lulu.com. This book was released on 2010-01-10 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a textbook for an undergraduate course in probability and statistics. The approximate prerequisites are two or three semesters of calculus and some linear algebra. Students attending the class include mathematics, engineering, and computer science majors.

Advances in Neural Information Processing Systems 16

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Publisher : MIT Press
ISBN 13 : 9780262201520
Total Pages : 1694 pages
Book Rating : 4.2/5 (15 download)

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Book Synopsis Advances in Neural Information Processing Systems 16 by : Sebastian Thrun

Download or read book Advances in Neural Information Processing Systems 16 written by Sebastian Thrun and published by MIT Press. This book was released on 2004 with total page 1694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Papers presented at the 2003 Neural Information Processing Conference by leading physicists, neuroscientists, mathematicians, statisticians, and computer scientists. The annual Neural Information Processing (NIPS) conference is the flagship meeting on neural computation. It draws a diverse group of attendees -- physicists, neuroscientists, mathematicians, statisticians, and computer scientists. The presentations are interdisciplinary, with contributions in algorithms, learning theory, cognitive science, neuroscience, brain imaging, vision, speech and signal processing, reinforcement learning and control, emerging technologies, and applications. Only thirty percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. This volume contains all the papers presented at the 2003 conference.

The Practice of Reproducible Research

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Publisher : Univ of California Press
ISBN 13 : 0520294742
Total Pages : 364 pages
Book Rating : 4.5/5 (22 download)

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Book Synopsis The Practice of Reproducible Research by : Justin Kitzes

Download or read book The Practice of Reproducible Research written by Justin Kitzes and published by Univ of California Press. This book was released on 2018 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Practice of Reproducible Research presents concrete examples of how researchers in the data-intensive sciences are working to improve the reproducibility of their research projects. In each of the thirty-one case studies in this volume, the author or team describes the workflow that they used to complete a real-world research project. Authors highlight how they utilized particular tools, ideas, and practices to support reproducibility, emphasizing the very practical how, rather than the why or what, of conducting reproducible research. Part 1 provides an accessible introduction to reproducible research, a basic reproducible research project template, and a synthesis of lessons learned from across the thirty-one case studies. Parts 2 and 3 focus on the case studies themselves. The Practice of Reproducible Research is an invaluable resource for students and researchers who wish to better understand the practice of data-intensive sciences and learn how to make their own research more reproducible.

Artificial Immune Systems: A New Computational Intelligence Approach

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Publisher : Springer Science & Business Media
ISBN 13 : 1852335947
Total Pages : 380 pages
Book Rating : 4.8/5 (523 download)

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Book Synopsis Artificial Immune Systems: A New Computational Intelligence Approach by : Leandro Nunes de Castro

Download or read book Artificial Immune Systems: A New Computational Intelligence Approach written by Leandro Nunes de Castro and published by Springer Science & Business Media. This book was released on 2002-09-23 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Immune Systems (AIS) are adaptive systems inspired by the biological immune system and applied to problem solving. This book provides an accessible introduction that will be suitable for anyone who is beginning to study or work in this area. It gives a clear definition of an AIS, sets out the foundations of the topic (including basic algorithms), and analyses how the immune system relates to other biological systems and processes. No prior knowledge of immunology is needed - all the essential background information is covered in the introductory chapters. Key features of the book include: - A discussion of AIS in the context of Computational Intelligence; - Case studies in Autonomous Navigation, Computer Network Security, Job-Shop Scheduling and Data Analysis =B7 An extensive survey of applications; - A framework to help the reader design and understand AIS; - A web site with additional resources including pseudocodes for immune algorithms, and links to related sites. Written primarily for final year undergraduate and postgraduate students studying Artificial Intelligence, Evolutionary and Biologically Inspired Computing, this book will also be of interest to industrial and academic researchers working in related areas.

Aviation and Tourism

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Publisher : Ashgate Publishing, Ltd.
ISBN 13 : 1409485749
Total Pages : 416 pages
Book Rating : 4.4/5 (94 download)

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Book Synopsis Aviation and Tourism by : Dr Andreas Papatheodorou

Download or read book Aviation and Tourism written by Dr Andreas Papatheodorou and published by Ashgate Publishing, Ltd.. This book was released on 2012-10-01 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals exclusively with issues related to the relationship between aviation and leisure travel. It does this with an analysis of the theoretical concepts relevant to the subject area combined with a detailed investigation of current practice within the aviation and tourism industries. Each chapter is illustrated with case study material that will reinforce the understanding of the issues that are being examined.

Artificial Immune Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540230971
Total Pages : 455 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Artificial Immune Systems by : Giuseppe Nicosia

Download or read book Artificial Immune Systems written by Giuseppe Nicosia and published by Springer Science & Business Media. This book was released on 2004-09-07 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Artificial Immune Systems, ICARIS 2004, held in Catania, Sicily, Italy, in September 2004. The 34 revised full papers presented were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on applications of artificial immune systems; conceptual, formal, and theoretical frameworks; artificial immune systems for robotics; emerging metaphors; immunoinformatics; theoretical and experimental studies; future applications; networks; modeling; and distinguishing properties of artificial immune systems.

Swarm Intelligence in Data Mining

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Publisher : Springer
ISBN 13 : 3540349561
Total Pages : 276 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Swarm Intelligence in Data Mining by : Ajith Abraham

Download or read book Swarm Intelligence in Data Mining written by Ajith Abraham and published by Springer. This book was released on 2007-01-12 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume examines the application of swarm intelligence in data mining, addressing the issues of swarm intelligence and data mining using novel intelligent approaches. The book comprises 11 chapters including an introduction reviewing fundamental definitions and important research challenges. Important features include a detailed overview of swarm intelligence and data mining paradigms, focused coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and contributions by pioneers in the field.