Applications And Science Of Artificial Neural Networks

Author : Patel, Hiral Ashil,Kumar, A.V. Senthil
Publisher : IGI Global
Page : 315 pages
File Size : 44,7 Mb
Release : 2020-09-25
Category : Computers
ISBN : 9781799840435

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Applications of Artificial Neural Networks for Nonlinear Data by Patel, Hiral Ashil,Kumar, A.V. Senthil Pdf

Processing information and analyzing data efficiently and effectively is crucial for any company that wishes to stay competitive in its respective market. Nonlinear data presents new challenges to organizations, however, due to its complexity and unpredictability. The only technology that can properly handle this form of data is artificial neural networks. These modeling systems present a high level of benefits in analyzing complex data in a proficient manner, yet considerable research on the specific applications of these intelligent components is significantly deficient. Applications of Artificial Neural Networks for Nonlinear Data is a collection of innovative research on the contemporary nature of artificial neural networks and their specific implementations within data analysis. While highlighting topics including propagation functions, optimization techniques, and learning methodologies, this book is ideally designed for researchers, statisticians, academicians, developers, scientists, practitioners, students, and educators seeking current research on the use of artificial neural networks in diagnosing and solving nonparametric problems.

Author : David J. Livingstone
Publisher : Humana Press
Page : 0 pages
File Size : 48,8 Mb
Release : 2011-10-09
Category : Computers
ISBN : 1617377384

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Artificial Neural Networks by David J. Livingstone Pdf

In this book, international experts report the history of the application of ANN to chemical and biological problems, provide a guide to network architectures, training and the extraction of rules from trained networks, and cover many cutting-edge examples of the application of ANN to chemistry and biology. Methods involving the mapping and interpretation of Infra Red spectra and modelling environmental toxicology are included. This book is an excellent guide to this exciting field.

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1575 pages
File Size : 53,7 Mb
Release : 2021-07-16
Category : Computers
ISBN : 9781668424094

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Research Anthology on Artificial Neural Network Applications by Management Association, Information Resources Pdf

Artificial neural networks (ANNs) present many benefits in analyzing complex data in a proficient manner. As an effective and efficient problem-solving method, ANNs are incredibly useful in many different fields. From education to medicine and banking to engineering, artificial neural networks are a growing phenomenon as more realize the plethora of uses and benefits they provide. Due to their complexity, it is vital for researchers to understand ANN capabilities in various fields. The Research Anthology on Artificial Neural Network Applications covers critical topics related to artificial neural networks and their multitude of applications in a number of diverse areas including medicine, finance, operations research, business, social media, security, and more. Covering everything from the applications and uses of artificial neural networks to deep learning and non-linear problems, this book is ideal for computer scientists, IT specialists, data scientists, technologists, business owners, engineers, government agencies, researchers, academicians, and students, as well as anyone who is interested in learning more about how artificial neural networks can be used across a wide range of fields.

Author : Alma Y. Alanis,Nancy Arana-Daniel,Carlos Lopez-Franco
Publisher : Academic Press
Page : 176 pages
File Size : 52,5 Mb
Release : 2019-03-15
Category : Science
ISBN : 9780128182475

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Artificial Neural Networks for Engineering Applications by Alma Y. Alanis,Nancy Arana-Daniel,Carlos Lopez-Franco Pdf

Artificial Neural Networks for Engineering Applications presents current trends for the solution of complex engineering problems that cannot be solved through conventional methods. The proposed methodologies can be applied to modeling, pattern recognition, classification, forecasting, estimation, and more. Readers will find different methodologies to solve various problems, including complex nonlinear systems, cellular computational networks, waste water treatment, attack detection on cyber-physical systems, control of UAVs, biomechanical and biomedical systems, time series forecasting, biofuels, and more. Besides the real-time implementations, the book contains all the theory required to use the proposed methodologies for different applications. Presents the current trends for the solution of complex engineering problems that cannot be solved through conventional methods Includes real-life scenarios where a wide range of artificial neural network architectures can be used to solve the problems encountered in engineering Contains all the theory required to use the proposed methodologies for different applications

Author : Do, Quang Hung
Publisher : IGI Global
Page : 275 pages
File Size : 42,5 Mb
Release : 2021-01-08
Category : Computers
ISBN : 9781799832409

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Artificial Neural Network Applications in Business and Engineering by Do, Quang Hung Pdf

In today’s modernized market, various disciplines continue to search for universally functional technologies that improve upon traditional processes. Artificial neural networks are a set of statistical modeling tools that are capable of processing nonlinear data with strong accuracy. Due to their complexity, utilizing their potential was previously seen as a challenge. However, with the development of artificial intelligence, this technology has proven to be an effective and efficient problem-solving method. Artificial Neural Network Applications in Business and Engineering is an essential reference source that illustrates recent advancements of artificial neural networks in various professional fields, accompanied by specific case studies and practical examples. Featuring research on topics such as training algorithms, transportation, and computer security, this book is ideally designed for researchers, students, developers, managers, engineers, academicians, industrialists, policymakers, and educators seeking coverage on modern trends in artificial neural networks and their real-world implementations.

Author : Zhang, Ming
Publisher : IGI Global
Page : 660 pages
File Size : 55,6 Mb
Release : 2010-02-28
Category : Computers
ISBN : 9781615207121

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Artificial Higher Order Neural Networks for Computer Science and Engineering: Trends for Emerging Applications by Zhang, Ming Pdf

"This book introduces and explains Higher Order Neural Networks (HONNs) to people working in the fields of computer science and computer engineering, and how to use HONNS in these areas"--Provided by publisher.

Author : Juan Ramon Rabunal,Julian Dorado
Publisher : IGI Global
Page : 395 pages
File Size : 50,7 Mb
Release : 2006-01-01
Category : Technology & Engineering
ISBN : 9781591409021

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Artificial Neural Networks in Real-life Applications by Juan Ramon Rabunal,Julian Dorado Pdf

"This book offers an outlook of the most recent works at the field of the Artificial Neural Networks (ANN), including theoretical developments and applications of systems using intelligent characteristics for adaptability"--Provided by publisher.

Author : Anonim
Publisher : Unknown
Page : 814 pages
File Size : 45,7 Mb
Release : 1996
Category : Neural networks (Computer science)
ISBN : OCLC:746475245

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Applications and Science of Artificial Neural Networks II by Anonim Pdf

Author : Steven K. Rogers,Dennis W. Ruck
Publisher : SPIE-International Society for Optical Engineering
Page : 814 pages
File Size : 53,5 Mb
Release : 1996-01-01
Category : Neural networks (Computer science)
ISBN : 0819421413

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Applications and Science of Artificial Neural Networks II by Steven K. Rogers,Dennis W. Ruck Pdf

Author : Leo P. J. Veelenturf
Publisher : Unknown
Page : 284 pages
File Size : 52,8 Mb
Release : 1995
Category : Computers
ISBN : UOM:39015034225659

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Analysis and Applications of Artificial Neural Networks by Leo P. J. Veelenturf Pdf

This volume is an analysis of the behaviour of the three types of neural networks: the binary perceptron, the continuous perceptron and the self-organizing neural network. Analysis is largely mathematical but concepts are also explained through practical examples.

Author : Richard Dybowski,Vanya Gant
Publisher : Cambridge University Press
Page : 382 pages
File Size : 45,8 Mb
Release : 2001-08-09
Category : Computers
ISBN : 9780521662710

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Clinical Applications of Artificial Neural Networks by Richard Dybowski,Vanya Gant Pdf

Artificial neural networks provides a powerful tool to help doctors analyze, model, and make sense of complex clinical data across a broad range of medical applications. Their potential in clinical medicine is reflected in the diversity of topics covered in this cutting-edge volume. In addition to looking at new and forthcoming applications the book looks forward to exciting future prospects on the horizon. The volume also examines ethical and legal concerns about the use of "black-box" systems as decision aids in medicine. This eclectic collection of chapters provides an exciting overview of current and future prospects for harnessing the power of artificial neural networks in the investigation and treatment of disease.

Author : Sanjeev S. Tambe,Bhaskar D. Kulkarni,Pradeep B. Deshpande
Publisher : Simulation & Advanced Controls Incorporated
Page : 450 pages
File Size : 41,6 Mb
Release : 1996
Category : Biology
ISBN : 0965163903

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Elements of Artificial Neural Networks with Selected Applications in Chemical Engineering, and Chemical and Biological Sciences by Sanjeev S. Tambe,Bhaskar D. Kulkarni,Pradeep B. Deshpande Pdf

Author : Anonim
Publisher : Unknown
Page : 830 pages
File Size : 54,6 Mb
Release : 1997
Category : Neural networks (Computer science)
ISBN : UOM:39015036320243

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Applications and Science of Artificial Neural Networks by Anonim Pdf

Volumes consist of the proceedings of the International Conference on Applications and Science of Artificial Neural Networks.

Author : Xingui He,Shaohua Xu
Publisher : Springer Science & Business Media
Page : 240 pages
File Size : 41,5 Mb
Release : 2010-07-05
Category : Computers
ISBN : 9783540737629

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Process Neural Networks by Xingui He,Shaohua Xu Pdf

For the first time, this book sets forth the concept and model for a process neural network. You’ll discover how a process neural network expands the mapping relationship between the input and output of traditional neural networks and greatly enhances the expression capability of artificial neural networks. Detailed illustrations help you visualize information processing flow and the mapping relationship between inputs and outputs.

Author : Ayman S. El-Baz,Jasjit Suri
Publisher : Academic Press
Page : 326 pages
File Size : 43,9 Mb
Release : 2021-07-21
Category : Science
ISBN : 9780128218495

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State of the Art in Neural Networks and Their Applications by Ayman S. El-Baz,Jasjit Suri Pdf

State of the Art in Neural Networks and Their Applications presents the latest advances in artificial neural networks and their applications across a wide range of clinical diagnoses. Advances in the role of machine learning, artificial intelligence, deep learning, cognitive image processing and suitable data analytics useful for clinical diagnosis and research applications are covered, including relevant case studies. The application of Neural Network, Artificial Intelligence, and Machine Learning methods in biomedical image analysis have resulted in the development of computer-aided diagnostic (CAD) systems that aim towards the automatic early detection of several severe diseases. State of the Art in Neural Networks and Their Applications is presented in two volumes. Volume 1 covers the state-of-the-art deep learning approaches for the detection of renal, retinal, breast, skin, and dental abnormalities and more. Includes applications of neural networks, AI, machine learning, and deep learning techniques to a variety of imaging technologies Provides in-depth technical coverage of computer-aided diagnosis (CAD), with coverage of computer-aided classification, Unified Deep Learning Frameworks, mammography, fundus imaging, optical coherence tomography, cryo-electron tomography, 3D MRI, CT, and more Covers deep learning for several medical conditions including renal, retinal, breast, skin, and dental abnormalities, Medical Image Analysis, as well as detection, segmentation, and classification via AI