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Unsupervised Learning Algorithms
This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous appli…
- Edition
- -
- ISBN/ISSN
- 978-3-319-24211-8
- Collation
- -
- Series Title
- -
- Call Number
- -
Index and Query Methods in Road Networks
This book presents the index and query techniques on road network and moving objects which are limited to road network. Here, the road network of non-Euclidean space has its unique characteristics such that two moving objects may be very close in a straight line distance. The index used in two-dimensional Euclidean space is not always appropriate for moving objects on road network. Therefore, t…
- Edition
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- ISBN/ISSN
- 978-3-319-10788-2
- Collation
- XI, 161
- Series Title
- -
- Call Number
- 004 FEN i
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
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