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Artificial Neural Networks for Engineering Applications

Artificial Neural Networks for Engineering Applications
A Book

by Alma Y. Alanis,Nancy Arana-Daniel,Carlos Lopez-Franco

  • Publisher : Academic Press
  • Release : 2019-02-07
  • Pages : 176
  • ISBN : 0128182482
  • Language : En, Es, Fr & De
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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

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks
14th International Conference, EANN 2013, Halkidiki, Greece, September 2013, Proceedings

by Lazaros S. Iliadis,Harris Papadopoulos,Chrisina Jayne

  • Publisher : Springer
  • Release : 2013-09-11
  • Pages : 510
  • ISBN : 9783642410123
  • Language : En, Es, Fr & De
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The two volumes set, CCIS 383 and 384, constitutes the refereed proceedings of the 14th International Conference on Engineering Applications of Neural Networks, EANN 2013, held on Halkidiki, Greece, in September 2013. The 91 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of artificial neural networks and other soft computing approaches to various fields such as pattern recognition-predictors, soft computing applications, medical applications of AI, fuzzy inference, evolutionary algorithms, classification, learning and data mining, control techniques-aspects of AI evolution, image and video analysis, classification, pattern recognition, social media and community based governance, medical applications of AI-bioinformatics and learning.

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks
18th International Conference, EANN 2017, Athens, Greece, August 25–27, 2017, Proceedings

by Giacomo Boracchi,Lazaros Iliadis,Chrisina Jayne,Aristidis Likas

  • Publisher : Springer
  • Release : 2017-07-30
  • Pages : 737
  • ISBN : 3319651722
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the 18th International Conference on Engineering Applications of Neural Networks, EANN 2017, held in Athens, Greece, in August 2017. The 40 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 83 submissions. The papers cover the topics of deep learning, convolutional neural networks, image processing, pattern recognition, recommendation systems, machine learning, and applications of Artificial Neural Networks (ANN) applications in engineering, 5G telecommunication networks, and audio signal processing. The volume also includes papers presented at the 6th Mining Humanistic Data Workshop (MHDW 2017) and the 2nd Workshop on 5G-Putting Intelligence to the Network Edge (5G-PINE).

Proceedings of the 22nd Engineering Applications of Neural Networks Conference

Proceedings of the 22nd Engineering Applications of Neural Networks Conference
EANN 2021

by Lazaros S. Iliadis,John D. MacIntyre,Chrisina Jayne,Elias Pimenidis

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 500
  • ISBN : 3030805689
  • Language : En, Es, Fr & De
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This book contains the proceedings of the 22nd EANN "Engineering Applications of Neural Networks" 2021 that comprise of research papers on both theoretical foundations and cutting-edge applications of artificial intelligence. Based on the discussed research areas, emphasis is given in advances of machine learning (ML) focusing on the following algorithms-approaches: Augmented ML, autoencoders, adversarial neural networks, blockchain-adaptive methods, convolutional neural networks, deep learning, ensemble methods, learning-federated learning, neural networks, recurrent -- long short-term memory. The application domains are related to: Anomaly detection, bio-medical AI, cyber-security, data fusion, e-learning, emotion recognition, environment, hyperspectral imaging, fraud detection, image analysis, inverse kinematics, machine vision, natural language, recommendation systems, robotics, sentiment analysis, simulation, stock market prediction.

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks
20th International Conference, EANN 2019, Xersonisos, Crete, Greece, May 24-26, 2019, Proceedings

by John Macintyre,Lazaros Iliadis,Ilias Maglogiannis,Chrisina Jayne

  • Publisher : Springer
  • Release : 2019-05-15
  • Pages : 546
  • ISBN : 9783030202569
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the 19th International Conference on Engineering Applications of Neural Networks, EANN 2019, held in Xersonisos, Crete, Greece, in May 2019. The 35 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 72 submissions. The papers are organized in topical sections on AI in energy management - industrial applications; biomedical - bioinformatics modeling; classification - learning; deep learning; deep learning - convolutional ANN; fuzzy - vulnerability - navigation modeling; machine learning modeling - optimization; ML - DL financial modeling; security - anomaly detection; 1st PEINT workshop.

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks
16th International Conference, EANN 2015, Rhodes, Greece, September 25-28 2015.Proceedings

by Lazaros Iliadis,Chrisina Jayne

  • Publisher : Springer
  • Release : 2015-09-28
  • Pages : 402
  • ISBN : 331923983X
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the 16th International Conference on Engineering Applications of Neural Networks, EANN 2015, held in Rhodes, Greece, in September 2015. The 36 revised full papers presented together with the abstracts of three invited talks and two tutorials were carefully reviewed and selected from 84 submissions. The papers are organized in topical sections on industrial-engineering applications of ANN; bioinformatics; intelligent medical modeling; life-earth sciences intelligent modeling; learning-algorithms; intelligent telecommunications modeling; fuzzy modeling; robotics and control; smart cameras; pattern recognition-facial mapping; classification; financial intelligent modeling; echo state networks.

Engineering Applications of Artificial Neural Networks

Engineering Applications of Artificial Neural Networks
A Book

by Erol Gelenbe,Jacob Barhen

  • Publisher : Unknown Publisher
  • Release : 1996
  • Pages : 224
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference

Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference
Proceedings of the EANN 2020

by Lazaros Iliadis,Plamen Parvanov Angelov,Chrisina Jayne,Elias Pimenidis

  • Publisher : Springer Nature
  • Release : 2020-05-27
  • Pages : 619
  • ISBN : 3030487911
  • Language : En, Es, Fr & De
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This book gathers the proceedings of the 21st Engineering Applications of Neural Networks Conference, which is supported by the International Neural Networks Society (INNS). Artificial Intelligence (AI) has been following a unique course, characterized by alternating growth spurts and “AI winters.” Today, AI is an essential component of the fourth industrial revolution and enjoying its heyday. Further, in specific areas, AI is catching up with or even outperforming human beings. This book offers a comprehensive guide to AI in a variety of areas, concentrating on new or hybrid AI algorithmic approaches with robust applications in diverse sectors. One of the advantages of this book is that it includes robust algorithmic approaches and applications in a broad spectrum of scientific fields, namely the use of convolutional neural networks (CNNs), deep learning and LSTM in robotics/machine vision/engineering/image processing/medical systems/the environment; machine learning and meta learning applied to neurobiological modeling/optimization; state-of-the-art hybrid systems; and the algorithmic foundations of artificial neural networks.

Engineering Applications of Bio-Inspired Artificial Neural Networks

Engineering Applications of Bio-Inspired Artificial Neural Networks
International Work-Conference on Artificial and Natural Neural Networks, IWANN'99, Alicante, Spain, June 2-4, 1999, Proceedings

by Jose Mira,Juan V. Sanchez-Andres

  • Publisher : Springer Science & Business Media
  • Release : 1999-05-19
  • Pages : 912
  • ISBN : 9783540660682
  • Language : En, Es, Fr & De
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This book constitutes, together with its compagnion LNCS 1606, the refereed proceedings of the International Work-Conference on Artificial and Neural Networks, IWANN'99, held in Alicante, Spain in June 1999. The 91 revised papers presented were carefully reviewed and selected for inclusion in the book. This volume is devoted to applications of biologically inspired artificial neural networks in various engineering disciplines. The papers are organized in parts on artificial neural nets simulation and implementation, image processing, and engineering applications.

Special Issue on Engineering Applications of Artificial Neural Networks

Special Issue on Engineering Applications of Artificial Neural Networks
A Book

by Erol Gelenbe,Jacob Barhen

  • Publisher : Unknown Publisher
  • Release : 1996
  • Pages : 222
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Artificial Neural Networks for Civil Engineers

Artificial Neural Networks for Civil Engineers
Advanced Features and Applications

by Ian Flood,Nabil Kartam

  • Publisher : ASCE Publications
  • Release : 1998-01-01
  • Pages : 277
  • ISBN : 9780784474464
  • Language : En, Es, Fr & De
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Sponsored by the Committee on Expert Systems and Artificial Intelligence of the Technical Council on Computer Practices of ASCE. This report illustrates advanced methods and new developments in the application of artificial neural networks to solve problems in civil engineering.Ø Topics include: Øevaluating new construction technologies; Øusing multi-layeredØartificial neural networkØarchitecture to overcome problems with conventional traffic signal control systems; Øincreasing the computational efficiency of an optimization model; Øpredicting carbonation depth in concrete structures; Ødetecting defects in concrete piles; Øanalyzing pavement systems; Øusing neural network hybrids to select the most appropriate bidders for a construction project; and Øpredicting the Energy Performance Index of residential buildings. ØMany of the ideas and techniques discussed in this book cross across disciplinary boundaries and, therefore, should be of interest to all civil engineers.

Engineering Applications of FPGAs

Engineering Applications of FPGAs
Chaotic Systems, Artificial Neural Networks, Random Number Generators, and Secure Communication Systems

by Esteban Tlelo-Cuautle,José de Jesús Rangel-Magdaleno,Luis Gerardo de la Fraga

  • Publisher : Springer
  • Release : 2016-05-28
  • Pages : 222
  • ISBN : 3319341154
  • Language : En, Es, Fr & De
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This book offers readers a clear guide to implementing engineering applications with FPGAs, from the mathematical description to the hardware synthesis, including discussion of VHDL programming and co-simulation issues. Coverage includes FPGA realizations such as: chaos generators that are described from their mathematical models; artificial neural networks (ANNs) to predict chaotic time series, for which a discussion of different ANN topologies is included, with different learning techniques and activation functions; random number generators (RNGs) that are realized using different chaos generators, and discussions of their maximum Lyapunov exponent values and entropies. Finally, optimized chaotic oscillators are synchronized and realized to implement a secure communication system that processes black and white and grey-scale images. In each application, readers will find VHDL programming guidelines and computer arithmetic issues, along with co-simulation examples with Active-HDL and Simulink. The whole book provides a practical guide to implementing a variety of engineering applications from VHDL programming and co-simulation issues, to FPGA realizations of chaos generators, ANNs for chaotic time-series prediction, RNGs and chaotic secure communications for image transmission.

Artificial Neural Network Applications in Business and Engineering

Artificial Neural Network Applications in Business and Engineering
A Book

by Do, Quang Hung

  • Publisher : IGI Global
  • Release : 2021-01-08
  • Pages : 275
  • ISBN : 1799832406
  • Language : En, Es, Fr & De
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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.

On the Use of Artificial Neural Networks in Geo-engineering Applications

On the Use of Artificial Neural Networks in Geo-engineering Applications
A Book

by Chune Huang

  • Publisher : Unknown Publisher
  • Release : 2006
  • Pages : 304
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Engineering Applications of Neural Networks

Engineering Applications of Neural Networks
14th International Conference, EANN 2013, Halkidiki, Greece, September 2013, Proceedings

by Lazaros S. Iliadis,Harris Papadopoulos,Chrisina Jayne

  • Publisher : Springer
  • Release : 2013-09-12
  • Pages : 326
  • ISBN : 9783642410154
  • Language : En, Es, Fr & De
GET BOOK

The two volumes set, CCIS 383 and 384, constitutes the refereed proceedings of the 14th International Conference on Engineering Applications of Neural Networks, EANN 2013, held on Halkidiki, Greece, in September 2013. The 91 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of artificial neural networks and other soft computing approaches to various fields such as pattern recognition-predictors, soft computing applications, medical applications of AI, fuzzy inference, evolutionary algorithms, classification, learning and data mining, control techniques-aspects of AI evolution, image and video analysis, classification, pattern recognition, social media and community based governance, medical applications of AI-bioinformatics and learning.

Artificial Neural Networks for Civil Engineers

Artificial Neural Networks for Civil Engineers
Fundamentals and Applications

by Nabil Kartam,Ian Flood,James H. Garrett,Girish Agrawal

  • Publisher : American Society of Civil Engineers
  • Release : 1997-01-01
  • Pages : 216
  • ISBN : 9780784402252
  • Language : En, Es, Fr & De
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This monograph provides researchers with an understanding of the potential of artificial neural networks for solving civil engineering related problems, and guidance on how to develop successful implementations for a broad range of problems. Fundamental issues in the selection, development, and use of neural networks, as well as example applications to each of the various disciplines in civil engineering are presented. An introduction to neural networks is provided, along with a classification of the various forms of neural networking systems available (architectures, modes of operation, and methods of development).

Artificial Neural Networks

Artificial Neural Networks
Industrial and Control Engineering Applications

by Kenji Suzuki

  • Publisher : IntechOpen
  • Release : 2011-04-04
  • Pages : 492
  • ISBN : 9789533072203
  • Language : En, Es, Fr & De
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Artificial neural networks may probably be the single most successful technology in the last two decades which has been widely used in a large variety of applications. The purpose of this book is to provide recent advances of artificial neural networks in industrial and control engineering applications. The book begins with a review of applications of artificial neural networks in textile industries. Particular applications in textile industries follow. Parts continue with applications in materials science and industry such as material identification, and estimation of material property and state, food industry such as meat, electric and power industry such as batteries and power systems, mechanical engineering such as engines and machines, and control and robotic engineering such as system control and identification, fault diagnosis systems, and robot manipulation. Thus, this book will be a fundamental source of recent advances and applications of artificial neural networks in industrial and control engineering areas. The target audience includes professors and students in engineering schools, and researchers and engineers in industries.

Artificial Neural Networks

Artificial Neural Networks
Industrial and Control Engineering Applications

by Kenji Suzuki

  • Publisher : IntechOpen
  • Release : 2011-04-04
  • Pages : 492
  • ISBN : 9789533072203
  • Language : En, Es, Fr & De
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Artificial neural networks may probably be the single most successful technology in the last two decades which has been widely used in a large variety of applications. The purpose of this book is to provide recent advances of artificial neural networks in industrial and control engineering applications. The book begins with a review of applications of artificial neural networks in textile industries. Particular applications in textile industries follow. Parts continue with applications in materials science and industry such as material identification, and estimation of material property and state, food industry such as meat, electric and power industry such as batteries and power systems, mechanical engineering such as engines and machines, and control and robotic engineering such as system control and identification, fault diagnosis systems, and robot manipulation. Thus, this book will be a fundamental source of recent advances and applications of artificial neural networks in industrial and control engineering areas. The target audience includes professors and students in engineering schools, and researchers and engineers in industries.

Engineering applications of bio-inspired artificial neural networks

Engineering applications of bio-inspired artificial neural networks
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1999
  • Pages : 129
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Engineering Applications of Neural Networks

Engineering Applications of Neural Networks
17th International Conference, EANN 2016, Aberdeen, UK, September 2-5, 2016, Proceedings

by Chrisina Jayne,Lazaros Iliadis

  • Publisher : Springer
  • Release : 2016-08-18
  • Pages : 368
  • ISBN : 3319441884
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the 17th International Conference on Engineering Applications of Neural Networks, EANN 2016, held in Aberdeen, UK, in September 2016. The 22 revised full papers and three short papers presented together with two tutorials were carefully reviewed and selected from 41 submissions. The papers are organized in topical sections on active learning and dynamic environments; semi-supervised modeling; classification applications; clustering applications; cyber-physical systems and cloud applications; time-series prediction; learning-algorithms.