Artificial Neural Networks Formal Models And Their Applications Icann 2005

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Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005

Author : Wlodzislaw Duch
Publisher : Springer
ISBN 13 : 3540287566
Total Pages : 1045 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005 by : Wlodzislaw Duch

Download or read book Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005 written by Wlodzislaw Duch and published by Springer. This book was released on 2005-08-25 with total page 1045 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the first part of the two-volume proceedings of the International C- ference on Artificial Neural Networks (ICANN 2005), held on September 11–15, 2005 in Warsaw, Poland, with several accompanying workshops held on September 15, 2005 at the Nicolaus Copernicus University, Toru , Poland. The ICANN conference is an annual meeting organized by the European Neural Network Society in cooperation with the International Neural Network Society, the Japanese Neural Network Society, and the IEEE Computational Intelligence Society. It is the premier European event covering all topics concerned with neural networks and related areas. The ICANN series of conferences was initiated in 1991 and soon became the major European gathering for experts in those fields. In 2005 the ICANN conference was organized by the Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland, and the Nicolaus Copernicus Univ- sity, Toru , Poland. From over 600 papers submitted to the regular sessions and some 10 special c- ference sessions, the International Program Committee selected – after a thorough peer-review process – about 270 papers for publication. The large number of papers accepted is certainly a proof of the vitality and attractiveness of the field of artificial neural networks, but it also shows a strong interest in the ICANN conferences.

Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005

Author : Wlodzislaw Duch
Publisher : Springer Science & Business Media
ISBN 13 : 3540287558
Total Pages : 1051 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005 by : Wlodzislaw Duch

Download or read book Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005 written by Wlodzislaw Duch and published by Springer Science & Business Media. This book was released on 2005-08-31 with total page 1051 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 3696 and LNCS 3697 constitutes the refereed proceedings of the 15th International Conference on Artificial Neural Networks, ICANN 2005, held in Warsaw, Poland in September 2005. The over 600 papers submitted to ICANN 2005 were thoroughly reviewed and carefully selected for presentation. The first volume includes 106 contributions related to Biological Inspirations; topics addressed are modeling the brain and cognitive functions, development of cognitive powers in embodied systems spiking neural networks, associative memory models, models of biological functions, projects in the area of neuroIT, evolutionary and other biological inspirations, self-organizing maps and their applications, computer vision, face recognition and detection, sound and speech recognition, bioinformatics, biomedical applications, and information- theoretic concepts in biomedical data analysis. The second volume contains 162 contributions related to Formal Models and their Applications and deals with new neural network models, supervised learning algorithms, ensemble-based learning, unsupervised learning, recurent neural networks, reinforcement learning, bayesian approaches to learning, learning theory, artificial neural networks for system modeling, decision making, optimalization and control, knowledge extraction from neural networks, temporal data analysis, prediction and forecasting, support vector machines and kernel-based methods, soft computing methods for data representation, analysis and processing, data fusion for industrial, medical and environmental applications, non-linear predictive models for speech processing, intelligent multimedia and semantics, applications to natural language processing, various applications, computational intelligence in games, and issues in hardware implementation.

Artificial Neural Networks: Formal Models and Their Applications- ICANN 2005

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (621 download)

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Download or read book Artificial Neural Networks: Formal Models and Their Applications- ICANN 2005 written by and published by . This book was released on 2005 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Neural Networks: Biological Inspirations – ICANN 2005

Author : Wlodzislaw Duch
Publisher : Springer
ISBN 13 : 354028754X
Total Pages : 708 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Artificial Neural Networks: Biological Inspirations – ICANN 2005 by : Wlodzislaw Duch

Download or read book Artificial Neural Networks: Biological Inspirations – ICANN 2005 written by Wlodzislaw Duch and published by Springer. This book was released on 2007-05-22 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the first part of the two-volume proceedings of the International C- ference on Artificial Neural Networks (ICANN 2005), held on September 11–15, 2005 in Warsaw, Poland, with several accompanying workshops held on September 15, 2005 at the Nicolaus Copernicus University, Toru , Poland. The ICANN conference is an annual meeting organized by the European Neural Network Society in cooperation with the International Neural Network Society, the Japanese Neural Network Society, and the IEEE Computational Intelligence Society. It is the premier European event covering all topics concerned with neural networks and related areas. The ICANN series of conferences was initiated in 1991 and soon became the major European gathering for experts in those fields. In 2005 the ICANN conference was organized by the Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland, and the Nicolaus Copernicus Univ- sity, Toru , Poland. From over 600 papers submitted to the regular sessions and some 10 special c- ference sessions, the International Program Committee selected – after a thorough peer-review process – about 270 papers for publication. The large number of papers accepted is certainly a proof of the vitality and attractiveness of the field of artificial neural networks, but it also shows a strong interest in the ICANN conferences.

Artificial Neural Networks for the Modelling and Fault Diagnosis of Technical Processes

Author : Krzysztof Patan
Publisher : Springer
ISBN 13 : 3540798722
Total Pages : 206 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Artificial Neural Networks for the Modelling and Fault Diagnosis of Technical Processes by : Krzysztof Patan

Download or read book Artificial Neural Networks for the Modelling and Fault Diagnosis of Technical Processes written by Krzysztof Patan and published by Springer. This book was released on 2008-06-11 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: An unappealing characteristic of all real-world systems is the fact that they are vulnerable to faults, malfunctions and, more generally, unexpected modes of - haviour. This explains why there is a continuous need for reliable and universal monitoring systems based on suitable and e?ective fault diagnosis strategies. This is especially true for engineering systems,whose complexity is permanently growing due to the inevitable development of modern industry as well as the information and communication technology revolution. Indeed, the design and operation of engineering systems require an increased attention with respect to availability, reliability, safety and fault tolerance. Thus, it is natural that fault diagnosis plays a fundamental role in modern control theory and practice. This is re?ected in plenty of papers on fault diagnosis in many control-oriented c- ferencesand journals.Indeed, a largeamount of knowledgeon model basedfault diagnosis has been accumulated through scienti?c literature since the beginning of the 1970s. As a result, a wide spectrum of fault diagnosis techniques have been developed. A major category of fault diagnosis techniques is the model based one, where an analytical model of the plant to be monitored is assumed to be available.

Innovations in Smart Cities Applications Volume 5

Author : Mohamed Ben Ahmed
Publisher : Springer Nature
ISBN 13 : 3030941914
Total Pages : 1117 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Innovations in Smart Cities Applications Volume 5 by : Mohamed Ben Ahmed

Download or read book Innovations in Smart Cities Applications Volume 5 written by Mohamed Ben Ahmed and published by Springer Nature. This book was released on 2022-03-03 with total page 1117 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book sets the innovative research contributions, works, and solutions for almost all the intelligent and smart applications in the smart cities. The smart city concept is a relevant topic for industrials, governments, and citizens. Due to this, the smart city, considered as a multi-domain context, attracts tremendously academics researchers and practitioners who provide efforts in theoretical proofs, approaches, architectures, and in applied researches. The importance of smart cities comes essentially from the significant growth of populations in the near future which conducts to a real need of smart applications that can support this evolution in the future cities. The main scope of this book covers new and original ideas for the next generations of cities using the new technologies. The book involves the application of the data science and AI, IoT technologies and architectures, smart earth and water management, smart education and E-learning systems, smart modeling systems, smart mobility, and renewable energy. It also reports recent research works on big data technologies, image processing and recognition systems, and smart security and privacy.

Handbook of Research on Mobile Multimedia, Second Edition

Author : Khalil, Ismail
Publisher : IGI Global
ISBN 13 : 1605660477
Total Pages : 1154 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Handbook of Research on Mobile Multimedia, Second Edition by : Khalil, Ismail

Download or read book Handbook of Research on Mobile Multimedia, Second Edition written by Khalil, Ismail and published by IGI Global. This book was released on 2008-09-30 with total page 1154 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The book is intended to clarify the hype, which surrounds the concept of mobile multimedia through introducing the idea in a clear and understandable way, with a strong focus on mobile solutions and applications"--Provided by publisher.

GMDH-Methodology and Implementation in C

Author : Godfrey Onwubolu
Publisher : World Scientific
ISBN 13 : 1783266848
Total Pages : 304 pages
Book Rating : 4.7/5 (832 download)

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Book Synopsis GMDH-Methodology and Implementation in C by : Godfrey Onwubolu

Download or read book GMDH-Methodology and Implementation in C written by Godfrey Onwubolu and published by World Scientific. This book was released on 2014-10-28 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Group Method of Data Handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modeling has been developed and applied to complex systems in areas like prediction, modeling, clusterization, system identification, as well as data mining and knowledge extraction technologies, to several fields including social science, science, engineering, and medicine. This book makes error-free codes available to end-users so that these codes can be used to understand the implementation of GMDH, and then create opportunities to further develop the variants of GMDH algorithms. C-language has been chosen because it is a basic language commonly taught in the first year in computer programming courses in most universities and colleges, and the compiled versions could be used for more meaningful practical applications where security is necessary. Contents:Introduction (Godfrey C Onwubolu)GMDH Multilayered Iterative Algorithm (MIA) (Godfrey C Onwubolu)GMDH Multilayered Algorithm Using Prior Information (Alexandr Kiryanov)Combinatorial (COMBI) Algorithm (Oleksiy Koshulko, Anatoliy Koshulko and Godfrey C Onwubolu)GMDH Harmonic Algorithm (Godfrey C Onwubolu)GMDH-Based Modified Polynomial Neural Network Algorithm (Alexander Tyryshkin, Anatoliy Andrakhanov and Andrey Orlov)GMDH-Clustering (Lyudmyla Sarycheva and Alexander Sarychev)Multiagent Clustering Algorithm (Oleksii Oliinyk, Sergey Subbotin and Andrii Oliinyk)Analogue Complexing Algorithm (Dmytro Zubov)GMDH-Type Neural Network and Genetic Algorithm (Saeed Fallahi, Meysam Shaverdi and Vahab Bashiri) Readership: Researchers, professionals, and senior undergraduate students in artificial intelligence, neural networks, decision sciences, and innovation technology. Key Features:No other book in the market makes error-free codes so readily available to the publicClearly presents the main variants of GMDH and supporting codes for users to understand the concepts involved, apply them, and build on the available codesContributors are world-renowned researchers in GMDHKeywords:GMDH;Inductive Modeling;MIA;COMBI;PNN;GMDH-Analog Complexing

Soft Computing Techniques and Applications

Author : Samarjeet Borah
Publisher : Springer Nature
ISBN 13 : 9811573948
Total Pages : 693 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Soft Computing Techniques and Applications by : Samarjeet Borah

Download or read book Soft Computing Techniques and Applications written by Samarjeet Borah and published by Springer Nature. This book was released on 2020-11-27 with total page 693 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on soft computing techniques and application in various engineering research domains, this book presents the state-of-the-art outcomes from ongoing research works being conducted in various research laboratories and educational institutions. The included research works deal with estimated models and give resolutions to complex real-life issues. In the field of evolutionary computing and other domains of applications, such as, data mining and fuzzy logic, soft computing techniques play an incomparable role, where it successfully handles contemporary computationally intensive and complex problems that have usually appeared to be inflexible to traditional mathematical methods. Comprising the concepts and applications of soft computing with other emerging research domains, this book cherishes varieties of modern applications in the fields of natural language processing, image processing, biomedical engineering, communication, control systems, circuit design etc.

ICCWCS 2019

Author : Jamal Zbitou
Publisher : European Alliance for Innovation
ISBN 13 : 1631901818
Total Pages : 564 pages
Book Rating : 4.6/5 (319 download)

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Book Synopsis ICCWCS 2019 by : Jamal Zbitou

Download or read book ICCWCS 2019 written by Jamal Zbitou and published by European Alliance for Innovation. This book was released on with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, computer science engineering and telecommunications are two important areas linked and even inseparable. This is obvious for the user who connects the modem of his computer on his mobile phone or telephone line to access, via the global data network, the information available on the servers. The both domains are evolving rapidly and the development of new architectures of systems dedicated to telecommunications and computing becomes essential. Especially, wireless transmission systems with high data rate. Two parts of these systems should be developed software and hardware. Another area that is renewable energies becomes more attractive for researchers in order to develop new conversion systems with good performances, and a good optimization of energy. For example, in wireless sensor systems, we try to develop new protocols permitting to have a good autonomy in terms of energy.

Advanced Functional Programming

Author : Varmo Vene
Publisher : Springer
ISBN 13 : 3540318720
Total Pages : 362 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advanced Functional Programming by : Varmo Vene

Download or read book Advanced Functional Programming written by Varmo Vene and published by Springer. This book was released on 2005-09-27 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the revised lecture notes corresponding to nine of the lecture courses presented at the 5th International School on Advanced Functional Programming, AFP 2004, held in Tartu, Estonia, August 14 –21, 2004.

IoT Based Control Networks and Intelligent Systems

Author : P. P. Joby
Publisher : Springer Nature
ISBN 13 : 9819965861
Total Pages : 787 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis IoT Based Control Networks and Intelligent Systems by : P. P. Joby

Download or read book IoT Based Control Networks and Intelligent Systems written by P. P. Joby and published by Springer Nature. This book was released on 2023-12-29 with total page 787 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS 2023), organized by School of Computer Science and Engineering, REVA University, Bengaluru, India, during June 21–22, 2023. The book covers state-of-the-art research insights on Internet of things (IoT) paradigm to access, manage, and control the objects/things/people working under various information systems and deployed under wide range of applications like smart cities, healthcare, industries, and smart homes.

Support Vector Machines for Pattern Classification

Author : Shigeo Abe
Publisher : Springer Science & Business Media
ISBN 13 : 1849960984
Total Pages : 486 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis Support Vector Machines for Pattern Classification by : Shigeo Abe

Download or read book Support Vector Machines for Pattern Classification written by Shigeo Abe and published by Springer Science & Business Media. This book was released on 2010-07-23 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation criteria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs; Discusses kernel methods for improving the generalization ability of neural networks and fuzzy systems; Contains ample illustrations and examples; Includes performance evaluation using publicly available data sets; Examines Mahalanobis kernels, empirical feature space, and the effect of model selection by cross-validation; Covers sparse SVMs, learning using privileged information, semi-supervised learning, multiple classifier systems, and multiple kernel learning; Explores incremental training based batch training and active-set training methods, and decomposition techniques for linear programming SVMs; Discusses variable selection for support vector regressors.

Robotics: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 146664608X
Total Pages : 1873 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Robotics: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Robotics: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2013-10-31 with total page 1873 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book explores some of the most recent developments in robotic motion, artificial intelligence, and human-machine interaction, providing insight into a wide variety of applications and functional areas"--Provided by publisher.

Dermoscopy Image Analysis

Author : M. Emre Celebi
Publisher : CRC Press
ISBN 13 : 1482253275
Total Pages : 458 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Dermoscopy Image Analysis by : M. Emre Celebi

Download or read book Dermoscopy Image Analysis written by M. Emre Celebi and published by CRC Press. This book was released on 2015-10-16 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dermoscopy is a noninvasive skin imaging technique that uses optical magnification and either liquid immersion or cross-polarized lighting to make subsurface structures more easily visible when compared to conventional clinical images. It allows for the identification of dozens of morphological features that are particularly important in identifyin

Advances in Data Analysis with Computational Intelligence Methods

Author : Adam E Gawęda
Publisher : Springer
ISBN 13 : 3319679465
Total Pages : 412 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Advances in Data Analysis with Computational Intelligence Methods by : Adam E Gawęda

Download or read book Advances in Data Analysis with Computational Intelligence Methods written by Adam E Gawęda and published by Springer. This book was released on 2017-09-21 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a tribute to Professor Jacek Żurada, who is best known for his contributions to computational intelligence and knowledge-based neurocomputing. It is dedicated to Professor Jacek Żurada, Full Professor at the Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, J.B. Speed School of Engineering, University of Louisville, Kentucky, USA, as a token of appreciation for his scientific and scholarly achievements, and for his longstanding service to many communities, notably the computational intelligence community, in particular neural networks, machine learning, data analyses and data mining, but also the fuzzy logic and evolutionary computation communities, to name but a few. At the same time, the book recognizes and honors Professor Żurada’s dedication and service to many scientific, scholarly and professional societies, especially the IEEE (Institute of Electrical and Electronics Engineers), the world’s largest professional technical professional organization dedicated to advancing science and technology in a broad spectrum of areas and fields. The volume is divided into five major parts, the first of which addresses theoretic, algorithmic and implementation problems related to the intelligent use of data in the sense of how to derive practically useful information and knowledge from data. In turn, Part 2 is devoted to various aspects of neural networks and connectionist systems. Part 3 deals with essential tools and techniques for intelligent technologies in systems modeling and Part 4 focuses on intelligent technologies in decision-making, optimization and control, while Part 5 explores the applications of intelligent technologies.

Automatic Algorithm Selection for Complex Simulation Problems

Author : Roland Ewald
Publisher : Springer Science & Business Media
ISBN 13 : 3834881511
Total Pages : 382 pages
Book Rating : 4.8/5 (348 download)

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Book Synopsis Automatic Algorithm Selection for Complex Simulation Problems by : Roland Ewald

Download or read book Automatic Algorithm Selection for Complex Simulation Problems written by Roland Ewald and published by Springer Science & Business Media. This book was released on 2011-11-20 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: To select the most suitable simulation algorithm for a given task is often difficult. This is due to intricate interactions between model features, implementation details, and runtime environment, which may strongly affect the overall performance. An automated selection of simulation algorithms supports users in setting up simulation experiments without demanding expert knowledge on simulation. Roland Ewald analyzes and discusses existing approaches to solve the algorithm selection problem in the context of simulation. He introduces a framework for automatic simulation algorithm selection and describes its integration into the open-source modelling and simulation framework James II. Its selection mechanisms are able to cope with three situations: no prior knowledge is available, the impact of problem features on simulator performance is unknown, and a relationship between problem features and algorithm performance can be established empirically. The author concludes with an experimental evaluation of the developed methods.