Foundations Of Wavelet Networks And Applications

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Foundations of Wavelet Networks and Applications

Author : S. Sitharama Iyengar
Publisher : CRC Press
ISBN 13 : 148228586X
Total Pages : 285 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Foundations of Wavelet Networks and Applications by : S. Sitharama Iyengar

Download or read book Foundations of Wavelet Networks and Applications written by S. Sitharama Iyengar and published by CRC Press. This book was released on 2018-10-08 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditionally, neural networks and wavelet theory have been two separate disciplines, taught separately and practiced separately. In recent years the offspring of wavelet theory and neural networks-wavelet networks-have emerged and grown vigorously both in research and applications. Yet the material needed to learn or teach wavelet networks has remained scattered in various research monographs. Foundations of Wavelet Networks and Applications unites these two fields in a comprehensive, integrated presentation of wavelets and neural networks. It begins by building a foundation, including the necessary mathematics. A transitional chapter on recurrent learning then leads to an in-depth look at wavelet networks in practice, examining important applications that include using wavelets as stock market trading advisors, as classifiers in electroencephalographic drug detection, and as predictors of chaotic time series. The final chapter explores concept learning and approximation by wavelet networks. The potential of wavelet networks in engineering, economics, and social science applications is rich and still growing. Foundations of Wavelet Networks and Applications prepares and inspires its readers not only to help ensure that potential is achieved, but also to open new frontiers in research and applications.

Fundamentals of Wavelets

Author : Jaideva C. Goswami
Publisher : John Wiley & Sons
ISBN 13 : 0470934646
Total Pages : 310 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Fundamentals of Wavelets by : Jaideva C. Goswami

Download or read book Fundamentals of Wavelets written by Jaideva C. Goswami and published by John Wiley & Sons. This book was released on 2011-03-08 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most existing books on wavelets are either too mathematical or they focus on too narrow a specialty. This book provides a thorough treatment of the subject from an engineering point of view. It is a one-stop source of theory, algorithms, applications, and computer codes related to wavelets. This second edition has been updated by the addition of: a section on "Other Wavelets" that describes curvelets, ridgelets, lifting wavelets, etc a section on lifting algorithms Sections on Edge Detection and Geophysical Applications Section on Multiresolution Time Domain Method (MRTD) and on Inverse problems

Wavelet Analysis and Transient Signal Processing Applications for Power Systems

Author : Zhengyou He
Publisher : John Wiley & Sons
ISBN 13 : 1118977033
Total Pages : 353 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Wavelet Analysis and Transient Signal Processing Applications for Power Systems by : Zhengyou He

Download or read book Wavelet Analysis and Transient Signal Processing Applications for Power Systems written by Zhengyou He and published by John Wiley & Sons. This book was released on 2016-04-12 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: An original reference applying wavelet analysis to power systems engineering • Introduces a modern signal processing method called wavelet analysis, and more importantly, its applications to power system fault detection and protection • Concentrates on its application to the power system, offering great potential for fault detection and protection • Presents applications, examples, and case studies, together with the latest research findings • Provides a combination of the author’s tutorial notes from electrical engineering courses together with his own original research work, of interest to both industry and academia

Advances in Computational Intelligence and Learning

Author : Hans-Jürgen Zimmermann
Publisher : Springer Science & Business Media
ISBN 13 : 9780792376453
Total Pages : 538 pages
Book Rating : 4.3/5 (764 download)

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Book Synopsis Advances in Computational Intelligence and Learning by : Hans-Jürgen Zimmermann

Download or read book Advances in Computational Intelligence and Learning written by Hans-Jürgen Zimmermann and published by Springer Science & Business Media. This book was released on 2002-01-31 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Computational Intelligence and Learning: Methods and Applications presents new developments and applications in the area of Computational Intelligence, which essentially describes methods and approaches that mimic biologically intelligent behavior in order to solve problems that have been difficult to solve by classical mathematics. Generally Fuzzy Technology, Artificial Neural Nets and Evolutionary Computing are considered to be such approaches. The Editors have assembled new contributions in the areas of fuzzy sets, neural sets and machine learning, as well as combinations of them (so called hybrid methods) in the first part of the book. The second part of the book is dedicated to applications in the areas that are considered to be most relevant to Computational Intelligence.

Transactions on Computational Science V

Author : Yingxu Wang
Publisher : Springer
ISBN 13 : 3642020976
Total Pages : 251 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Transactions on Computational Science V by : Yingxu Wang

Download or read book Transactions on Computational Science V written by Yingxu Wang and published by Springer. This book was released on 2009-06-12 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: The LNCS journal Transactions on Computational Science reflects recent developments in the field of Computational Science, conceiving the field not as a mere ancillary science but rather as an innovative approach supporting many other scientific disciplines. The journal focuses on original high-quality research in the realm of computational science in parallel and distributed environments, encompassing the facilitating theoretical foundations and the applications of large-scale computations and massive data processing. It addresses researchers and practitioners in areas ranging from aerospace to biochemistry, from electronics to geosciences, from mathematics to software architecture, presenting verifiable computational methods, findings and solutions and enabling industrial users to apply techniques of leading-edge, large-scale, high performance computational methods. The fifth volume of the Transactions on Computational Science journal, edited by Yingxu Wang and Keith C.C. Chan, is devoted to the subject of cognitive knowledge representation. This field of study focuses on the internal knowledge representation mechanisms of the brain and how these can be applied to computer science and engineering. The issue includes the latest research results in internal knowledge representation at the logical, functional, physiological, and biological levels and describes their impacts on computing, artificial intelligence, and computational intelligence.

Foundations of Wavelet Networks and Applications

Author : Sundararaja S. Iyengar
Publisher :
ISBN 13 : 9781315273679
Total Pages : 258 pages
Book Rating : 4.2/5 (736 download)

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Book Synopsis Foundations of Wavelet Networks and Applications by : Sundararaja S. Iyengar

Download or read book Foundations of Wavelet Networks and Applications written by Sundararaja S. Iyengar and published by . This book was released on 2002 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Optical Wireless Communications

Author : Z. Ghassemlooy
Publisher : CRC Press
ISBN 13 : 1351647776
Total Pages : 784 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Optical Wireless Communications by : Z. Ghassemlooy

Download or read book Optical Wireless Communications written by Z. Ghassemlooy and published by CRC Press. This book was released on 2019-04-30 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2nd Edition of Optical Wireless Communications: System and Channel Modelling with MATLAB® with additional new materials, is a self-contained volume that provides a concise and comprehensive coverage of the theory and technology of optical wireless communication systems (OWC). The delivery method makes the book appropriate for students studying at undergraduate and graduate levels as well as researchers and professional engineers working in the field of OWC. The book gives a detailed description of OWC, focusing mainly on the infrared and visible bands, for indoor and outdoor applications. A major attraction of the book is the inclusion of Matlab codes and simulations results as well as experimental test-beds for free space optics and visible light communication systems. This valuable resource will aid the readers in understanding the concept, carrying out extensive analysis, simulations, implementation and evaluation of OWC links. This 2nd edition is structured into nine compact chapters that cover the main aspects of OWC systems: History, current state of the art and challenges Fundamental principles Optical source and detector and noise sources Modulation, equalization, diversity techniques Channel models and system performance analysis Visible light communications Terrestrial free space optics communications Relay-based free space optics communications Matlab codes. A number of Matlab based simulation codes are included in this 2nd edition to assist the readers in mastering the subject and most importantly to encourage them to write their own simulation codes and enhance their knowledge.

Foundations and Applications of Intelligent Systems

Author : Fuchun Sun
Publisher : Springer Science & Business Media
ISBN 13 : 3642378293
Total Pages : 784 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Foundations and Applications of Intelligent Systems by : Fuchun Sun

Download or read book Foundations and Applications of Intelligent Systems written by Fuchun Sun and published by Springer Science & Business Media. This book was released on 2013-11-22 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings present technical papers selected from the 2012 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2012), held on December 15-17 in Beijing. The aim of this conference is to bring together experts from different fields of expertise to discuss the state-of-the-art in Intelligent Systems and Knowledge Engineering, and to present new findings and perspectives on future developments. The proceedings introduce current scientific and technical advances in the fields of artificial intelligence, machine learning, pattern recognition, data mining, knowledge engineering, information retrieval, information theory, knowledge-based systems, knowledge representation and reasoning, multi-agent systems, and natural-language processing, etc. Furthermore they include papers on new intelligent computing paradigms, which combine new computing methodologies, e.g., cloud computing, service computing and pervasive computing with traditional intelligent methods. By presenting new methodologies and practices, the proceedings will benefit both researchers and practitioners who want to utilize intelligent methods in their specific fields. Dr. Fuchun Sun is a professor at the Department of Computer Science & Technology, Tsinghua University, China. Dr. Tianrui Li is a professor at the School of Information Science & Technology, Southwest Jiaotong University, Chengdu, China. Dr. Hongbo Li also works at the Department of Computer Science & Technology, Tsinghua University, China.

Wavelets in Soft Computing

Author : Marc Thuillard
Publisher : World Scientific
ISBN 13 : 9810246099
Total Pages : 246 pages
Book Rating : 4.8/5 (12 download)

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Book Synopsis Wavelets in Soft Computing by : Marc Thuillard

Download or read book Wavelets in Soft Computing written by Marc Thuillard and published by World Scientific. This book was released on 2001 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the state of integration of wavelet theory and multiresolution analysis into soft computing. It is the first book on hybrid methods combining wavelet analysis with fuzzy logic, neural networks or genetic algorithms. Much attention is given to new approaches (fuzzy-wavelet) that permit one to develop, using wavelet techniques, linguistically interpretable fuzzy systems from data. The book also introduces the reader to wavelet-based genetic algorithms and multiresolution search. A special place is given to methods that have been implemented in real world applications, particularly the different techniques combining fuzzy logic or neural networks with wavelet theory.

Intelligent Robotics and Applications

Author : Sabina Jeschke
Publisher : Springer
ISBN 13 : 3642254896
Total Pages : 645 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Robotics and Applications by : Sabina Jeschke

Download or read book Intelligent Robotics and Applications written by Sabina Jeschke and published by Springer. This book was released on 2011-12-03 with total page 645 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNAI 7101 and 7102 constitute the refereed proceedings of the 4th International Conference on Intelligent Robotics and Applications, ICIRA 2011, held in Aachen, Germany, in November 2011. The 122 revised full papers presented were thoroughly reviewed and selected from numerous submissions. They are organized in topical sections on progress in indoor UAV, robotics intelligence, industrial robots, rehabilitation robotics, mechanisms and their applications, multi robot systems, robot mechanism and design, parallel kinematics, parallel kinematics machines and parallel robotics, handling and manipulation, tangibility in human-machine interaction, navigation and localization of mobile robot, a body for the brain: embodied intelligence in bio-inspired robotics, intelligent visual systems, self-optimising production systems, computational intelligence, robot control systems, human-robot interaction, manipulators and applications, stability, dynamics and interpolation, evolutionary robotics, bio-inspired robotics, and image-processing applications.

Wavelet Neural Networks

Author : Antonios K. Alexandridis
Publisher : John Wiley & Sons
ISBN 13 : 1118596293
Total Pages : 262 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Wavelet Neural Networks by : Antonios K. Alexandridis

Download or read book Wavelet Neural Networks written by Antonios K. Alexandridis and published by John Wiley & Sons. This book was released on 2014-04-24 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: A step-by-step introduction to modeling, training, and forecasting using wavelet networks Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification presents the statistical model identification framework that is needed to successfully apply wavelet networks as well as extensive comparisons of alternate methods. Providing a concise and rigorous treatment for constructing optimal wavelet networks, the book links mathematical aspects of wavelet network construction to statistical modeling and forecasting applications in areas such as finance, chaos, and classification. The authors ensure that readers obtain a complete understanding of model identification by providing in-depth coverage of both model selection and variable significance testing. Featuring an accessible approach with introductory coverage of the basic principles of wavelet analysis, Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification also includes: • Methods that can be easily implemented or adapted by researchers, academics, and professionals in identification and modeling for complex nonlinear systems and artificial intelligence • Multiple examples and thoroughly explained procedures with numerous applications ranging from financial modeling and financial engineering, time series prediction and construction of confidence and prediction intervals, and classification and chaotic time series prediction • An extensive introduction to neural networks that begins with regression models and builds to more complex frameworks • Coverage of both the variable selection algorithm and the model selection algorithm for wavelet networks in addition to methods for constructing confidence and prediction intervals Ideal as a textbook for MBA and graduate-level courses in applied neural network modeling, artificial intelligence, advanced data analysis, time series, and forecasting in financial engineering, the book is also useful as a supplement for courses in informatics, identification and modeling for complex nonlinear systems, and computational finance. In addition, the book serves as a valuable reference for researchers and practitioners in the fields of mathematical modeling, engineering, artificial intelligence, decision science, neural networks, and finance and economics.

Civil and Environmental Engineering: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466696206
Total Pages : 1703 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Civil and Environmental Engineering: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Civil and Environmental Engineering: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2016-01-31 with total page 1703 pages. Available in PDF, EPUB and Kindle. Book excerpt: Civil and environmental engineers work together to develop, build, and maintain the man-made and natural environments that make up the infrastructures and ecosystems in which we live and thrive. Civil and Environmental Engineering: Concepts, Methodologies, Tools, and Applications is a comprehensive multi-volume publication showcasing the best research on topics pertaining to road design, building maintenance and construction, transportation, earthquake engineering, waste and pollution management, and water resources management and engineering. Through its broad and extensive coverage on a variety of crucial concepts in the field of civil engineering, and its subfield of environmental engineering, this multi-volume work is an essential addition to the library collections of academic and government institutions and appropriately meets the research needs of engineers, environmental specialists, researchers, and graduate-level students.

Foundations and Tools for Neural Modeling

Author : Jose Mira
Publisher : Springer
ISBN 13 : 3540487719
Total Pages : 890 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Foundations and Tools for Neural Modeling by : Jose Mira

Download or read book Foundations and Tools for Neural Modeling written by Jose Mira and published by Springer. This book was released on 2006-12-08 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes, together with its compagnion LNCS 1607, the refereed proceedings of the International Work-Conference on Artificial and Natural Neural Networks, IWANN'99, held in Alicante, Spain in June 1999. The 89 revised papers presented were carefully reviewed and selected for inclusion in the book. This volume is devoted to foundational issues of neural computation and tools for neural modeling. The papers are organized in parts on neural modeling: biophysical and structural models; plasticity phenomena: maturing, learning, and memory; and artificial intelligence and cognitive neuroscience.

Wavelet Applications in Chemical Engineering

Author : Rodolphe L. Motard
Publisher : Springer Science & Business Media
ISBN 13 : 1461527082
Total Pages : 329 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Wavelet Applications in Chemical Engineering by : Rodolphe L. Motard

Download or read book Wavelet Applications in Chemical Engineering written by Rodolphe L. Motard and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasing emphasis on safety, productivity and quality control has provided an impetus to research on better methodologies for fault diagnosis, modeling, identification, control and optimization ofchemical process systems. One of the biggest challenges facing the research community is the processing of raw sensordata into meaningful information. Wavelet analysis is an emerging field of mathematics that has provided new tools and algorithms suited for the type of problems encountered in process monitoring and control. The concept emerged in the geophysical field as a result ofthe need for time-frequency analytical techniques. It has since been picked up by mathematicians and recognized as a unifying theory for many ofthe methodologies employed in the past in physics and signal processing. l Meyer states: "Wavelets are without doubt an exciting and intuitive concept. The concept brings with it a new way of thinking, which is absolutely essential and was entirely missing in previously existing algorithms. " The unification ofthe theory from these disciplines has led to applications of wavelet transforms in many areas ofscience and engineering including: • pattern recognition • signal analysis • time-frequency decomposition • process signal characterization and representation • process system modeling and identification • control system design, analysis and implementation • numerical solution ofdifferential equations • matrix manipulation About a year ago, in talking to various colleagues and co-workers, it became clear that a number of chemical engineers were fascinated with this new concept.

New Energy Vehicle Powertrain Technologies and Applications

Author : Yong Chen
Publisher : Springer Nature
ISBN 13 : 9811995664
Total Pages : 461 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis New Energy Vehicle Powertrain Technologies and Applications by : Yong Chen

Download or read book New Energy Vehicle Powertrain Technologies and Applications written by Yong Chen and published by Springer Nature. This book was released on 2023-06-15 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on transmission systems for pure electric and hybrid vehicles. It first discusses system development and optimization technologies, comprehensively and systematically describing the development trends, structures and technical characteristics, as well as the related technologies and methods. It highlights the principles, implementation process and energy management of the power transmission system based on the pure electric and hybrid mode management method, and examines the reliability and NVH characteristic tests and optimization technologies. Combining research theory and engineering practice, the book is a valuable reference resource for engineering and technical professionals in the field of automobile and related power transmission machinery as well as undergraduate and graduate students.

Advances in Neural Networks - ISNN 2006

Author : Jun Wang
Publisher : Springer
ISBN 13 : 3540344381
Total Pages : 1470 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advances in Neural Networks - ISNN 2006 by : Jun Wang

Download or read book Advances in Neural Networks - ISNN 2006 written by Jun Wang and published by Springer. This book was released on 2006-05-10 with total page 1470 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is Volume II of a three volume set constituting the refereed proceedings of the Third International Symposium on Neural Networks, ISNN 2006. 616 revised papers are organized in topical sections on neurobiological analysis, theoretical analysis, neurodynamic optimization, learning algorithms, model design, kernel methods, data preprocessing, pattern classification, computer vision, image and signal processing, system modeling, robotic systems, transportation systems, communication networks, information security, fault detection, financial analysis, bioinformatics, biomedical and industrial applications, and more.

Topics in Analysis and Its Applications

Author : Ronald R. Coifman
Publisher : World Scientific
ISBN 13 : 9789810240943
Total Pages : 466 pages
Book Rating : 4.2/5 (49 download)

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Book Synopsis Topics in Analysis and Its Applications by : Ronald R. Coifman

Download or read book Topics in Analysis and Its Applications written by Ronald R. Coifman and published by World Scientific. This book was released on 2000 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains five theses in analysis, by A C Gilbert, N Saito, W Schlag, T Tao and C M Thiele. It covers a broad spectrum of modern harmonic analysis, from Littlewood-Paley theory (wavelets) to subtle interactions of geometry and Fourier oscillations. The common theme of the theses involves intricate local Fourier (or multiscale) decompositions of functions and operators to account for cumulative properties involving size or structure.