Gmdh Methodology And Implementation In C

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GMDH-Methodology and Implementation in C

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

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

GMDH-methodology and Implementation in C

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Author : Godfrey C. Onwubolu
Publisher :
ISBN 13 : 9781848166110
Total Pages : pages
Book Rating : 4.1/5 (661 download)

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

Download or read book GMDH-methodology and Implementation in C written by Godfrey C. Onwubolu and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

GMDH-Methodology and Implementation in MATLAB

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Author : Godfrey Onwubolu
Publisher : World Scientific
ISBN 13 : 1783266147
Total Pages : 284 pages
Book Rating : 4.7/5 (832 download)

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

Download or read book GMDH-Methodology and Implementation in MATLAB written by Godfrey Onwubolu and published by World Scientific. This book was released on 2016-06-14 with total page 284 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 modelling has been developed to support complex systems in prediction, clusterization, system identification, as well as data mining and knowledge extraction technologies in social science, science, engineering, and medicine. This is the first book to explore GMDH using MATLAB (matrix laboratory) language. Readers will learn how to implement GMDH in MATLAB as a method of dealing with big data analytics. Error-free source codes in MATLAB have been included in supplementary material (accessible online) to assist users in their understanding in GMDH and to make it easy for users to further develop variations of GMDH algorithms. Contents:Basic/Standard GMDH:Introduction (Godfrey C Onwubolu)GMDH Multilayered Algorithm (Godfrey C Onwubolu)GMDH Multilayered Algorithm in MATLAB (Mohammed Abdalla Ayoub Mohammed)Hybrid GMDH System:GMDH-Based Polynomial Neural Network Algorithm in MATLAB (Elaine Inácio Bueno, Iraci Martinez Pereira and Antonio Teixeira e Silva)Designing GMDH Model Using Modified Levenberg Marquardt Technique in Matlab (Maryam Pournasir Roudbaneh)Group Method of Data Handing Using Discrete Differential Evolution in Matlab (Donald Davendra, Godfrey Onwubolu and Ivan Zelinka) Readership: Professionals and students interested in data mining and analytics.

Advances in Intelligent Systems and Computing III

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Author : Natalia Shakhovska
Publisher : Springer
ISBN 13 : 3030010694
Total Pages : 612 pages
Book Rating : 4.0/5 (3 download)

Book Synopsis Advances in Intelligent Systems and Computing III by : Natalia Shakhovska

Download or read book Advances in Intelligent Systems and Computing III written by Natalia Shakhovska and published by Springer. This book was released on 2018-11-19 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on new theories and applications in the field of intelligent systems and computing. It covers computational and artificial intelligence methods, as well as advances in computer vision, current issues in big data and cloud computing, computation linguistics, and cyber-physical systems. It also reports on data mining and knowledge extraction technologies, as well as central issues in intelligent information management. Written by active researchers, the respective chapters are based on papers presented at the International Conference on Computer Science and Information Technologies (CSIT 2018), held on September 11–14, 2018, in Lviv, Ukraine, and jointly organized by the Lviv Polytechnic National University, Ukraine, the Kharkiv National University of Radio Electronics, Ukraine, and the Technical University of Lodz, Poland, under patronage of Ministry of Education and Science of Ukraine. Given its breadth of coverage, the book provides academics and professionals with extensive information and a timely snapshot of the field of intelligent systems, and is sure to foster new discussions and collaborations among different groups.

Hard and Soft Computing for Artificial Intelligence, Multimedia and Security

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Author : Shin-ya Kobayashi
Publisher : Springer
ISBN 13 : 331948429X
Total Pages : 368 pages
Book Rating : 4.3/5 (194 download)

Book Synopsis Hard and Soft Computing for Artificial Intelligence, Multimedia and Security by : Shin-ya Kobayashi

Download or read book Hard and Soft Computing for Artificial Intelligence, Multimedia and Security written by Shin-ya Kobayashi and published by Springer. This book was released on 2016-10-19 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of the 20th International Conference on Advanced Computer Systems 2016, held in Międzyzdroje (Poland) on October 19–21, 2016. Addressing topics that include artificial intelligence (AI), software technologies, multimedia systems, IT security and design of information systems, the main purpose of the conference and the book is to create an opportunity to exchange significant insights on this area between science and business. In particular, this expertise concerns the use of hard and soft computational methods for artificial intelligence, image and data processing, and finally, the design of information and security systems. The book contains a collection of carefully selected, peer-reviewed papers, combining high-quality original unpublished research, case studies, and implementation experiences.

Advances in Intelligent Systems and Computing II

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Author : Natalia Shakhovska
Publisher : Springer
ISBN 13 : 3319705814
Total Pages : 681 pages
Book Rating : 4.3/5 (197 download)

Book Synopsis Advances in Intelligent Systems and Computing II by : Natalia Shakhovska

Download or read book Advances in Intelligent Systems and Computing II written by Natalia Shakhovska and published by Springer. This book was released on 2017-11-20 with total page 681 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on new theories and applications in the field of intelligent systems and computing. It covers computational and artificial intelligence methods, as well as advances in computer vision, current issues in big data and cloud computing, computation linguistics, and cyber-physical systems. It also reports on data mining and knowledge extraction technologies, as well as central issues in intelligent information management. Written by active researchers, the respective chapters are based on papers presented at the International Conference on Computer Science and Information Technologies (CSIT 2017), held on September 5–8, 2017, in Lviv, Ukraine; and at two workshops accompanying the conference: one on inductive modeling, jointly organized by the Lviv Polytechnic National University and the National Academy of Science of Ukraine; and another on project management, which was jointly organized by the Lviv Polytechnic National University, the International Project Management Association, the Ukrainian Project Management Association, the Kazakhstan Project Management Association, and Nazarbayev University. Given its breadth of coverage, the book provides academics and professionals with extensive information and a timely snapshot of the field of intelligent systems, and is sure to foster new discussions and collaborations among different groups.

AETA 2018 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application

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Author : Ivan Zelinka
Publisher : Springer
ISBN 13 : 3030149072
Total Pages : 994 pages
Book Rating : 4.0/5 (31 download)

Book Synopsis AETA 2018 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application by : Ivan Zelinka

Download or read book AETA 2018 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application written by Ivan Zelinka and published by Springer. This book was released on 2019-04-13 with total page 994 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings address a broad range of topic areas, including telecommunication, power systems, digital signal processing, robotics, control systems, renewable energy, power electronics, soft computing and more. Today’s world is based on vitally important technologies that combine e.g. electronics, cybernetics, computer science, telecommunication, and physics. However, since the advent of these technologies, we have been confronted with numerous technological challenges such as finding optimal solutions to various problems regarding controlling technologies, signal processing, power source design, robotics, etc. Readers will find papers on these and other topics, which share fresh ideas and provide state-of-the-art overviews. They will also benefit practitioners, who can easily apply the issues discussed here to solve real-life problems in their own work. Accordingly, the proceedings offer a valuable resource for all scientists and engineers pursuing research and applications in the above-mentioned fields.

Hybrid Self-Organizing Modeling Systems

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Author : Godfrey C. Onwubolu
Publisher : Springer
ISBN 13 : 3642015301
Total Pages : 282 pages
Book Rating : 4.6/5 (42 download)

Book Synopsis Hybrid Self-Organizing Modeling Systems by : Godfrey C. Onwubolu

Download or read book Hybrid Self-Organizing Modeling Systems written by Godfrey C. Onwubolu and published by Springer. This book was released on 2009-05-27 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Group Method of Data Handling (GMDH) is a typical inductive modeling method that is built on principles of self-organization for modeling complex systems. This book clearly presents hybrids of some computational intelligence techniques and GMDH approach.

Handbook of HydroInformatics

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Author : Saeid Eslamian
Publisher : Elsevier
ISBN 13 : 0128219521
Total Pages : 422 pages
Book Rating : 4.1/5 (282 download)

Book Synopsis Handbook of HydroInformatics by : Saeid Eslamian

Download or read book Handbook of HydroInformatics written by Saeid Eslamian and published by Elsevier. This book was released on 2022-12-06 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of HydroInformatics Volume III: Water Data Management Best Practices presents the latest and most updated data processing techniques that are fundamental to Water Science and Engineering disciplines. These include a wide range of the new methods that are used in hydro-modeling such as Atmospheric Teleconnection Pattern, CONUS-Scale Hydrologic Modeling, Copula Function, Decision Support System, Downscaling Methods, Dynamic System Modeling, Economic Impacts and Models, Geostatistics and Geospatial Frameworks, Hydrologic Similarity Indices, Hydropower/Renewable Energy Models, Sediment Transport Dynamics Advanced Models, Social Data Mining, and Wavelet Transforms. This volume is an example of true interdisciplinary work. The audience includes postgraduates and above interested in Water Science, Geotechnical Engineering, Soil Science, Civil Engineering, Chemical Engineering, Computer Engineering, Engineering, Applied Science, Earth and Geoscience, Atmospheric Science, Geography, Environment Science, Natural Resources, Mathematical Science, and Social Sciences. It is a fully comprehensive handbook which provides all the information needed related to the best practices for managing water data. Contributions from global experts in the fields of data management research, climate change and resilience, insufficient data problem, etc. Thorough applied examples and case studies in each chapter, providing the reader with real world scenarios for comparison. Includes a wide range of new methods that are used in hydro-modeling, with step-by-step guides on how to use them.

1995 American Control Conference

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Author : American Automatic Control Council
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 :
Total Pages : 1032 pages
Book Rating : 4.3/5 (97 download)

Book Synopsis 1995 American Control Conference by : American Automatic Control Council

Download or read book 1995 American Control Conference written by American Automatic Control Council and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1995 with total page 1032 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Sensor Fusion and Aerospace Applications

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Author :
Publisher :
ISBN 13 :
Total Pages : 252 pages
Book Rating : 4.3/5 (91 download)

Book Synopsis Sensor Fusion and Aerospace Applications by :

Download or read book Sensor Fusion and Aerospace Applications written by and published by . This book was released on 1994 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Sensor Fusion and Aerospace Applications II

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Author : N. Nandhakumar
Publisher :
ISBN 13 :
Total Pages : 248 pages
Book Rating : 4.F/5 ( download)

Book Synopsis Sensor Fusion and Aerospace Applications II by : N. Nandhakumar

Download or read book Sensor Fusion and Aerospace Applications II written by N. Nandhakumar and published by . This book was released on 1994 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Big Data: Conceptual Analysis and Applications

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Author : Michael Z. Zgurovsky
Publisher : Springer
ISBN 13 : 3030142981
Total Pages : 277 pages
Book Rating : 4.0/5 (31 download)

Book Synopsis Big Data: Conceptual Analysis and Applications by : Michael Z. Zgurovsky

Download or read book Big Data: Conceptual Analysis and Applications written by Michael Z. Zgurovsky and published by Springer. This book was released on 2019-03-20 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is devoted to the analysis of big data in order to extract from these data hidden patterns necessary for making decisions about the rational behavior of complex systems with the different nature that generate this data. To solve these problems, a group of new methods and tools is used, based on the self-organization of computational processes, the use of crisp and fuzzy cluster analysis methods, hybrid neural-fuzzy networks, and others. The book solves various practical problems. In particular, for the tasks of 3D image recognition and automatic speech recognition large-scale neural networks with applications for Deep Learning systems were used. Application of hybrid neuro-fuzzy networks for analyzing stock markets was presented. The analysis of big historical, economic and physical data revealed the hidden Fibonacci pattern about the course of systemic world conflicts and their connection with the Kondratieff big economic cycles and the Schwabe–Wolf solar activity cycles. The book is useful for system analysts and practitioners working with complex systems in various spheres of human activity.

Transactions of the North American Manufacturing Research Institution of SME.

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Author :
Publisher :
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.3/5 (91 download)

Book Synopsis Transactions of the North American Manufacturing Research Institution of SME. by :

Download or read book Transactions of the North American Manufacturing Research Institution of SME. written by and published by . This book was released on 1991 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neural Networks in Manufacturing and Robotics

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Author : American Society of Mechanical Engineers. Winter Annual Meeting
Publisher :
ISBN 13 :
Total Pages : 180 pages
Book Rating : 4.3/5 (91 download)

Book Synopsis Neural Networks in Manufacturing and Robotics by : American Society of Mechanical Engineers. Winter Annual Meeting

Download or read book Neural Networks in Manufacturing and Robotics written by American Society of Mechanical Engineers. Winter Annual Meeting and published by . This book was released on 1992 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Journal of Engineering for Industry

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Author :
Publisher :
ISBN 13 :
Total Pages : 538 pages
Book Rating : 4.3/5 (91 download)

Book Synopsis Journal of Engineering for Industry by :

Download or read book Journal of Engineering for Industry written by and published by . This book was released on 1993 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Science Abstracts

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Author :
Publisher :
ISBN 13 :
Total Pages : 1360 pages
Book Rating : 4.3/5 (243 download)

Book Synopsis Science Abstracts by :

Download or read book Science Abstracts written by and published by . This book was released on 1995 with total page 1360 pages. Available in PDF, EPUB and Kindle. Book excerpt: