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Visual Quality Assessment by Machine Learning
The book encompasses the state-of-the-art visual quality assessment (VQA) and learning based visual quality assessment (LB-VQA) by providing a comprehensive overview of the existing relevant methods. It delivers the readers the basic knowledge, systematic overview and new development of VQA. It also encompasses the preliminary knowledge of Machine Learning (ML) to VQA tasks and newly developed …
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- ISBN/ISSN
- 978-981-287-468-9
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Visibility-based Optimal Path and Motion Planning
This monograph deals with various visibility-based path and motion planning problems motivated by real-world applications such as exploration and mapping planetary surfaces, environmental surveillance using stationary or mobile robots, and imaging of global air/pollutant circulation. The formulation and solution of these problems call for concepts and methods from many areas of applied mathemat…
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- ISBN/ISSN
- 978-3-319-09779-4
- Collation
- -
- Series Title
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- Call Number
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Visibility-based Optimal Path and Motion Planning
This monograph deals with various visibility-based path and motion planning problems motivated by real-world applications such as exploration and mapping planetary surfaces, environmental surveillance using stationary or mobile robots, and imaging of global air/pollutant circulation. The formulation and solution of these problems call for concepts and methods from many areas of applied mathemat…
- Edition
- 1-
- ISBN/ISSN
- 978-3-319-09779-4
- Collation
- VIII, 198
- Series Title
- -
- Call Number
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Vehicular Ad-hoc Networks for Smart Cities First International Workshop, 2014
Vehicular communication is a key technology in intelligent transportation systems. For many years now, the academic and industrial research communities have been investigating these communications in order to improve efficiency and safety of future transportation. Vehicular networking offers a wide variety of applications, including safety applications as well as infotainment applications. T…
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- ISBN/ISSN
- 978-981-287-158-9
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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…
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- ISBN/ISSN
- 978-3-319-24211-8
- Collation
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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…
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- ISBN/ISSN
- 978-3-319-10788-2
- Collation
- XI, 161
- Series Title
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- 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 (…
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- 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
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