Author: Publisher:
ISBN: 9780780348592
Category : Computers
Languages : en
Pages : 2561
Book Description
The 1998 IEEE International Joint Conference on Neural Networks
Author: Publisher:
ISBN: 9780780348592
Category : Computers
Languages : en
Pages : 2561
Book Description
The 1998 IEEE International Joint Conference on Neural Networks Proceedings
Author: IJCNNThe 1998 IEEE International Conference on Fuzzy Systems
Author: Foundations of Data Mining and Knowledge Discovery
Author: Tsau Young LinPublisher: Springer Science & Business Media
ISBN: 9783540262572
Category : Computers
Languages : en
Pages : 400
Book Description
"Foundations of Data Mining and Knowledge Discovery" contains the latest results and new directions in data mining research. Data mining, which integrates various technologies, including computational intelligence, database and knowledge management, machine learning, soft computing, and statistics, is one of the fastest growing fields in computer science. Although many data mining techniques have been developed, further development of the field requires a close examination of its foundations. This volume presents the results of investigations into the foundations of the discipline, and represents the state of the art for much of the current research. This book will prove extremely valuable and fruitful for data mining researchers, no matter whether they would like to uncover the fundamental principles behind data mining, or apply the theories to practical applications.
Artificial Higher Order Neural Networks for Computer Science and Engineering: Trends for Emerging Applications
Author: Zhang, MingPublisher: IGI Global
ISBN: 1615207120
Category : Computers
Languages : en
Pages : 660
Book Description
"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.
Genetic and Evolutionary Computation for Image Processing and Analysis
Author: Stefano CagnoniPublisher: Hindawi Publishing Corporation
ISBN: 9774540018
Category : Computer vision
Languages : en
Pages : 473
Book Description
Data Mining
Author: Thuc D. LePublisher: Springer Nature
ISBN: 9811516995
Category : Computers
Languages : en
Pages : 266
Book Description
This book constitutes the refereed proceedings of the 17th Australasian Conference on Data Mining, AusDM 2019, held in Adelaide, SA, Australia, in December 2019. The 20 revised full papers presented were carefully reviewed and selected from 56 submissions. The papers are organized in sections on research track, application track, and industry showcase.
Artificial Neural Networks – ICANN 2009
Author: Cesare AlippiPublisher: Springer
ISBN: 3642042775
Category : Computers
Languages : en
Pages : 1002
Book Description
This volume is part of the two-volume proceedings of the 19th International Conf- ence on Artificial Neural Networks (ICANN 2009), which was held in Cyprus during September 14–17, 2009. The ICANN conference is an annual meeting sp- sored by the European Neural Network Society (ENNS), in cooperation with the - ternational Neural Network Society (INNS) and the Japanese Neural Network Society (JNNS). ICANN 2009 was technically sponsored by the IEEE Computational Intel- gence Society. This series of conferences has been held annually since 1991 in various European countries and covers the field of neurocomputing, learning systems and related areas. Artificial neural networks provide an information-processing structure inspired by biological nervous systems. They consist of a large number of highly interconnected processing elements, with the capability of learning by example. The field of artificial neural networks has evolved significantly in the last two decades, with active partici- tion from diverse fields, such as engineering, computer science, mathematics, artificial intelligence, system theory, biology, operations research, and neuroscience. Artificial neural networks have been widely applied for pattern recognition, control, optimization, image processing, classification, signal processing, etc.
Computational Intelligence in Expensive Optimization Problems
Author: Yoel TennePublisher: Springer Science & Business Media
ISBN: 364210701X
Category : Technology & Engineering
Languages : en
Pages : 800
Book Description
In modern science and engineering, laboratory experiments are replaced by high fidelity and computationally expensive simulations. Using such simulations reduces costs and shortens development times but introduces new challenges to design optimization process. Examples of such challenges include limited computational resource for simulation runs, complicated response surface of the simulation inputs-outputs, and etc. Under such difficulties, classical optimization and analysis methods may perform poorly. This motivates the application of computational intelligence methods such as evolutionary algorithms, neural networks and fuzzy logic, which often perform well in such settings. This is the first book to introduce the emerging field of computational intelligence in expensive optimization problems. Topics covered include: dedicated implementations of evolutionary algorithms, neural networks and fuzzy logic. reduction of expensive evaluations (modelling, variable-fidelity, fitness inheritance), frameworks for optimization (model management, complexity control, model selection), parallelization of algorithms (implementation issues on clusters, grids, parallel machines), incorporation of expert systems and human-system interface, single and multiobjective algorithms, data mining and statistical analysis, analysis of real-world cases (such as multidisciplinary design optimization). The edited book provides both theoretical treatments and real-world insights gained by experience, all contributed by leading researchers in the respective fields. As such, it is a comprehensive reference for researchers, practitioners, and advanced-level students interested in both the theory and practice of using computational intelligence for expensive optimization problems.
Author: