learning and soft computing support vector machines neural networks and fuzzy logic models complex adaptive systems

Download Book Learning And Soft Computing Support Vector Machines Neural Networks And Fuzzy Logic Models Complex Adaptive Systems in PDF format. You can Read Online Learning And Soft Computing Support Vector Machines Neural Networks And Fuzzy Logic Models Complex Adaptive Systems here in PDF, EPUB, Mobi or Docx formats.

Learning And Soft Computing

Author : Vojislav Kecman
ISBN : 0262112558
Genre : Computers
File Size : 37. 35 MB
Format : PDF, Mobi
Download : 428
Read : 1271

Download Now

This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures, or models, that underlie learning, while fuzzy logic systems (FLS) enable us to embed structured human knowledge into workable algorithms. The book assumes that it is not only useful, but necessary, to treat SVM, NN, and FLS as parts of a connected whole. Throughout, the theory and algorithms are illustrated by practical examples, as well as by problem sets and simulated experiments. This approach enables the reader to develop SVM, NN, and FLS in addition to understanding them. The book also presents three case studies: on NN-based control, financial time series analysis, and computer graphics. A solutions manual and all of the MATLAB programs needed for the simulated experiments are available.

Intelligent And Adaptive Systems In Medicine

Author : Olivier C. L. Haas
ISBN : 1420012088
Genre : Science
File Size : 22. 98 MB
Format : PDF, Docs
Download : 239
Read : 448

Download Now

Intelligent and adaptive techniques are rapidly being used in all stages of medical treatment, from the initial diagnosis to planning delivery and follow-up therapy.To realize the full potential of these techniques, developers and end users must understand both the underlying technology and the specifics of the medical application considered. Focusing on this growing area of interest, Intelligent and Adaptive Systems in Medicine clearly and concisely explains a range of adaptive and intelligent systems, highlighting their benefits and limitations with realistic medical examples. Bringing together theory and practice, this volume describes the application of adaptive and intelligent control as well as intelligent systems in the diagnosis, planning, treatment, and follow up of diseases such as cancer. Each chapter presents a family of an intelligent and adaptive system, explains the techniques and algorithms behind these systems, and explores how to solve medical and biomedical problems using intelligent and adaptive systems. The book focuses on the methods of fuzzy logic, artificial neural networks, neuro-fuzzy modeling, adaptive and predictive control, systems and statistical modeling, and image processing. By assessing the use of intelligent and adaptive techniques for medical diagnosis and therapy, this guide promotes further research in this area of “techno-medicine.” It provides researchers and clinicians with the tools and processes that are leading to the invaluable use of intelligent systems in early diagnoses and effective treatment.

Micai 2006 Advances In Artificial Intelligence

Author : Alexander Gelbukh
ISBN : 9783540490265
Genre : Computers
File Size : 60. 58 MB
Format : PDF, Kindle
Download : 755
Read : 265

Download Now

This book constitutes the refereed proceedings of the 5th Mexican International Conference on Artificial Intelligence, MICAI 2006, held in Apizaco, Mexico in November 2006. It contains over 120 papers that address such topics as knowledge representation and reasoning, machine learning and feature selection, knowledge discovery, computer vision, image processing and image retrieval, robotics, as well as bioinformatics and medical applications.

Kernel Based Algorithms For Mining Huge Data Sets

Author : Te-Ming Huang
ISBN : 9783540316893
Genre : Computers
File Size : 40. 52 MB
Format : PDF, ePub
Download : 828
Read : 1051

Download Now

This is the first book treating the fields of supervised, semi-supervised and unsupervised machine learning collectively. The book presents both the theory and the algorithms for mining huge data sets using support vector machines (SVMs) in an iterative way. It demonstrates how kernel based SVMs can be used for dimensionality reduction and shows the similarities and differences between the two most popular unsupervised techniques.

Neural Information Processing Electronic Resource

Author : Indian Statistical Institute Nikil R. Pal
ISBN : 9783540239314
Genre : Computers
File Size : 84. 35 MB
Format : PDF, Docs
Download : 481
Read : 247

Download Now

It is our great pleasure to welcome you to the 11th International Conference on Neural Information Processing (ICONIP 2004) to be held in Calcutta. ICONIP 2004 is organized jointly by the Indian Statistical Institute (ISI) and Jadavpur University (JU). We are con?dent that ICONIP 2004, like the previous conf- ences in this series,will providea forum for fruitful interactionandthe exchange of ideas between the participants coming from all parts of the globe. ICONIP 2004 covers all major facets of computational intelligence, but, of course, with a primary emphasis on neural networks. We are sure that this meeting will be enjoyable academically and otherwise. We are thankful to the track chairs and the reviewers for extending their support in various forms to make a sound technical program. Except for a few cases, where we could get only two review reports, each submitted paper was reviewed by at least three referees, and in some cases the revised versions were againcheckedbythereferees. Wehad470submissionsanditwasnotaneasytask for us to select papers for a four-day conference. Because of the limited duration of the conference, based on the review reports we selected only about 40% of the contributed papers. Consequently, it is possible that some good papers are left out. We again express our sincere thanks to all referees for accomplishing a great job. In addition to 186 contributed papers, the proceedings includes two plenary presentations, four invited talks and 18 papers in four special sessions. The proceedings is organized into 26 coherent topical groups.

Artificial Life Viii

Author : Russell Standish
ISBN : UOM:39015047927861
Genre : Biological systems
File Size : 48. 33 MB
Format : PDF, ePub, Mobi
Download : 920
Read : 784

Download Now

The term "artificial life" describes research into synthetic systems that possess some of the essential properties of life. This interdisciplinary field includes biologists, computer scientists, physicists, chemists, geneticists, and others. Artificial life may be viewed as an attempt to understand high-level behavior from low-level rules—for example, how the simple interactions between ants and their environment lead to complex trail-following behavior. An understanding of such relationships in particular systems can suggest novel solutions to complex real-world problems such as disease prevention, stock-market prediction, and data mining on the Internet. Since their inception in 1987, the Artificial Life meetings have grown from small workshops to truly international conferences, reflecting the field's increasing appeal to researchers in all areas of science.

American Book Publishing Record

Author :
ISBN : STANFORD:36105111051640
Genre : Books
File Size : 30. 54 MB
Format : PDF, ePub
Download : 863
Read : 1174

Download Now

Forthcoming Books

Author : Rose Arny
ISBN : UOM:39015046814839
Genre : American literature
File Size : 80. 79 MB
Format : PDF
Download : 465
Read : 1331

Download Now

Analysis And Design Of Intelligent Systems Using Soft Computing Techniques

Author : Patricia Melin
ISBN : 9783540724322
Genre : Mathematics
File Size : 36. 39 MB
Format : PDF, ePub
Download : 146
Read : 214

Download Now

This book comprises a selection of papers on new methods for analysis and design of hybrid intelligent systems using soft computing techniques from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007.

Applications Of Soft Computing

Author : Ashutosh Tiwari
ISBN : 3540362665
Genre : Computers
File Size : 72. 58 MB
Format : PDF, Kindle
Download : 233
Read : 1091

Download Now

This book provides a comprehensive overview of recent advances in the industrial applications of soft computing. It covers a wide range of application areas, including optimisation, data analysis and data mining, computer graphics and vision, prediction and diagnosis, design, intelligent control, and traffic and transportation systems. The book is aimed at researchers and professional engineers engaged in developing and applying intelligent systems.

Top Download:

Best Books