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Evolutionary Algorithms and Neural Networks: Theory and Applications

Evolutionary Algorithms and Neural Networks: Theory and Applications by Seyedali Mirjalili
English | PDF,EPUB | 2018 (2019 Edition) | 164 Pages | ISBN : 3319930249 | 12.28 MB
This book introduces readers to the fundamentals of artificial neural networks, with a special emphasis on evolutionary algorithms. At first, the book offers a literature review of several well-regarded evolutionary algorithms, including particle swarm and ant colony optimization, genetic algorithms and biogeography-based optimization. It then proposes evolutionary version of several types of neural networks such as feed forward neural networks, radial basis function networks, as well as recurrent neural networks and multi-later perceptron. Most of the challenges that have to be addressed when training artificial neural networks using evolutionary algorithms are discussed in detail. The book also demonstrates the application of the proposed algorithms for several purposes such as classification, clustering, approximation, and prediction problems. It provides a tutorial on how to design, adapt, and evaluate artificial neural networks as well, and includes source codes for most of the proposed techniques as supplementary materials.
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Category: E-Book
Signal-Switchable Electrochemical Systems: Materials, Methods, and Applications

Evgeny Katz, "Signal-Switchable Electrochemical Systems: Materials, Methods, and Applications"
English | ISBN: 3527345450 | 2018 | 320 pages | PDF | 15 MB
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Category: E-Book
Multimedia Tools and Applications for Environmental & Biodiversity Informatics

Multimedia Tools and Applications for Environmental & Biodiversity Informatics by Alexis Joly
English | PDF,EPUB | 2018 | 226 Pages | ISBN : 3319764446 | 52.11 MB
This edited volume focuses on the latest and most impactful advancements of multimedia data globally available for environmental and earth biodiversity. The data reflects the status, behavior, change as well as human interests and concerns which are increasingly crucial for understanding environmental issues and phenomena. This volume addresses the need for the development of advanced methods, techniques and tools for collecting, managing, analyzing, understanding and modeling environmental & biodiversity data, including the automated or collaborative species identification, the species distribution modeling and their environment, such as the air quality or the bio-acoustic monitoring. Researchers and practitioners in multimedia and environmental topics will find the chapters essential to their continued studies.
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Category: E-Book
Information Security Applications

Information Security Applications: 18th International Conference, WISA 2017, Jeju Island, Korea, August 24-26, 2017, Revised Selected Papers by Brent ByungHoon Kang
English | PDF | 2018 | 337 Pages | ISBN : 3319935623 | 28.55 MB
This book constitutes the thoroughly refereed post-conference proceedings of the 18th International Conference on Information Security Applications, WISA 2017, held on Jeju Island, Korea, in August 2017.The 12 revised full papers and 15 short papers presented in this volume were carefully reviewed and selected from 53 submissions. The papers are organized in topical sections such as attack and defense; theory in security; web security and emerging technologies; systems security and authentication; crypto protocols; and attack detections and legal aspects.
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Category: E-Book

Nonparametric Methods in Statistics with SAS Applications (Chapman & HallCRC Texts in Statistical Science)

Nonparametric Methods in Statistics with SAS Applications (Chapman & Hall/CRC Texts in Statistical Science) by Olga Korosteleva
English | 2014 | ISBN: 1466580623 | 196 Pages | PDF | 2.52 MB

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Category: E-Book
Neutrons and Synchrotron Radiation in Engineering Materials Science : From Fundamentals to Applications, Second Edition

Neutrons and Synchrotron Radiation in Engineering Materials Science :
From Fundamentals to Applications, Second Edition

by Peter Staron and Andreas Schreyer
English | 2017 | ISBN: 3527335927 | 488 Pages | ePUB | 29 MB
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Category: E-Book
Step in Electronics Practicals: Real world circuits applications
Step in Electronics Practicals: Real world circuits applications: Volume 2 by Ibyimanikora Ibrahim
English | 11 Aug. 2015 | ISBN: 1517491371 | 444 Pages | PDF | 30.75 MB
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Category: E-Book
Linear Integrated Circuits and Applications
Linear Integrated Circuits and Applications by R. P. Punagin
English | 30 Oct. 2013 | ISBN: 9382332596 | 372 Pages | PDF | 92.41 MB
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Category: E-Book
Introducing Microcontrollers: - Hardware, Software and Applications (Technology Today series Book 1)
Introducing Microcontrollers: Hardware, Software and Applications: Volume 1 by Michael Collier
English | 10 Sept. 2013 | ISBN: 1492298654 | 256 Pages | PDF | 122.44 MB
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Category: E-Book
Wavelet Packets and Their Statistical Applications

Wavelet Packets and Their Statistical Applications by Khalil Ahmad
English | PDF,EPUB | 2018 | 249 Page s| ISBN : 9811302677 | 10.38 MB
This book presents the basic concepts of functional analysis, wavelet analysis and thresholding. It begins with an elementary chapter on preliminaries such as basic concepts of functional analysis, a brief tour of the wavelet transform, Haar scaling functions and function space, wavelets, symlets wavelets and coiflets wavelets. In turn, Chapters 2 and 3 address the construction of wavelet packets, selected results on wavelet packets, band-limited wavelet packets, characterisations of wavelet packets, multiresolution analysis (MRA) wavelet packets, pointwise convergence, the convergence of wavelet packet series and convolution bounds. Chapter 4 discusses characterisations of function spaces like Lebesgue spaces, Hardy spaces and Sobolev spaces in terms of wavelet packets, while Chapter 5 is devoted to applications of wavelets and wavelet packets in speech denoising and biomedical signals. In closing, Chapter 6 highlights applications of wavelets and wavelet packets in image denoising.
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