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Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation
In this book, a new method for hybrid intelligent systems is proposed. The proposed method is based on a granular computing approach applied in two levels. The techniques used and combined in the proposed method are modular neural networks (MNNs) with a Granular Computing (GrC) approach, thus resulting in a new concept of MNNs; modular granular neural networks (MGNNs). In addition fuzzy logic (…
- Edition
- -
- ISBN/ISSN
- 978-3-319-28861-1
- Collation
- VIII, 101
- Series Title
- -
- Call Number
- 004 SAN h
Artificial Neural Networks: Methods and Applications in Bio-/Neuroinformatic
The book reports on the latest theories on artificial neural networks, with a special emphasis on bio-neuroinformatics methods. It includes twenty-three papers selected from among the best contributions on bio-neuroinformatics-related issues, which were presented at the International Conference on Artificial Neural Networks, held in Sofia, Bulgaria, on September 10-13, 2013 (ICANN 2013). The bo…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-09903-3
- Collation
- IX, 488
- Series Title
- Springer Series in Bio-/Neuroinformatics
- Call Number
- 006.3 ART a
Artificial Neural Network Modelling
This book covers theoretical aspects as well as recent innovative applications of Artificial Neural networks (ANNs) in natural, environmental, biological, social, industrial and automated systems. It presents recent results of ANNs in modelling small, large and complex systems under three categories, namely, 1) Networks, Structure Optimisation, Robustness and Stochasticity 2) Advances in Mo…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-28495-8
- Collation
- VII, 472
- Series Title
- Studies in Computational Intelligence
- Call Number
- 006.3 ART a
Artificial Intelligence and Evolutionary Computations in Engineering Systems:…
The book is a collection of high-quality peer-reviewed research papers presented in the first International Conference on International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES -2015) held at Velammal Engineering College (VEC), Chennai, India during 22 – 23 April 2015. The book discusses wide variety of industrial, engineering and sc…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-81-322-2656-7
- Collation
- XX, 1360
- Series Title
- Advances in Intelligent Systems and Computing
- Call Number
- 006.3 ART a
Artificial Intelligence and Evolutionary Algorithms in Engineering Systems: P…
The book is a collection of high-quality peer-reviewed research papers presented in Proceedings of International Conference on Artificial Intelligence and Evolutionary Algorithms in Engineering Systems (ICAEES 2014) held at Noorul Islam Centre for Higher Education, Kumaracoil, India. These research papers provide the latest developments in the broad area of use of artificial intelligence and ev…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-81-322-2135-7
- Collation
- XVII, 873
- Series Title
- Advances in Intelligent Systems and Computing
- Call Number
- 006.3 ART a
Artificial Intelligence and Evolutionary Algorithms in Engineering Systems: P…
The book is a collection of high-quality peer-reviewed research papers presented in Proceedings of International Conference on Artificial Intelligence and Evolutionary Algorithms in Engineering Systems (ICAEES 2014) held at Noorul Islam Centre for Higher Education, Kumaracoil, India. These research papers provide the latest developments in the broad area of use of artificial intelligence and ev…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-81-322-2126-5
- Collation
- XVII, 862
- Series Title
- Advances in Intelligent Systems and Computing
- Call Number
- 006.3 ART a
Artificial Intelligence Perspectives in Intelligent Systems: Proceedings of t…
This volume is based on the research papers presented in the 5th Computer Science On-line Conference. The volume Artificial Intelligence Perspectives in Intelligent Systems presents modern trends and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of artificial intelligence. New algorithms in a variety of fields are also pres…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-33625-1
- Collation
- XV, 536
- Series Title
- Advances in Intelligent Systems and Computing
- Call Number
- 006.3 ART a
Artificial Intelligence Perspectives and Applications: Proceedings of the 4th…
This volume is based on the research papers presented in the 4th Computer Science On-line Conference. The volume Artificial Intelligence Perspectives and Applications presents new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of artificial intelligence. Particular emphasis is laid on modern trends in select…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-18476-0
- Collation
- XIV, 364
- Series Title
- Advances in Intelligent Systems and Computing
- Call Number
- 006.3 ART a
Artificial Intelligence Applications in Information and Communication Technol…
This book presents various recent applications of Artificial Intelligence in Information and Communication Technologies such as Search and Optimization methods, Machine Learning, Data Representation and Ontologies, and Multi-agent Systems. The main aim of this book is to help Information and Communication Technologies (ICT) practitioners in managing efficiently their platforms using AI tools an…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-19833-0
- Collation
- X, 213
- Series Title
- Studies in Computational Intelligence
- Call Number
- 006.3 ART a
High Dimensional Neurocomputing Growth, Appraisal and Applications
The book presents a coherent understanding of computational intelligence from the perspective of what is known as "intelligent computing" with high-dimensional parameters. It critically discusses the central issue of high-dimensional neurocomputing, such as quantitative representation of signals, extending the dimensionality of neuron, supervised and unsupervised learning and design of higher o…
- Edition
- -
- ISBN/ISSN
- 978-81-322-2073-2
- Collation
- XIX, 165
- Series Title
- -
- Call Number
- 004 TRI h
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