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Author International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (2017 : Madanapalle, India)

Title Artificial intelligence and evolutionary computations in engineering systems : proceedings of ICAIECES 2017 / Subhransu Sekhar Dash, Paruchuri Chandra Babu Naidu, Ramazan Bayindir, Swagatam Das, editors
Published Cham, Switzerland : Springer, [2018]
©2018
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Description 1 online resource : illustrations (some color)
Series Advances in intelligent systems and computing, 2194-5357 ; volume 668
Advances in intelligent systems and computing ; 668
Contents Intro; Preface; Contents; About the Editors; 1 Testing the Functionality of Firewall in Software-Defined Networking; Abstract; 1 Introduction; 2 Firewall; 3 OpenFlow Protocol; 4 Methodology; 5 Experimental Set-Up; 6 Result and Discussion; 6.1 Scenario 1; 6.2 Scenario 2; 6.3 Scenario 3; 7 Latency and Throughput; 8 Conclusion; References; 2 An Extension of 2D Laplacian of Gaussian (LoG)-Based Spot Detection Method to 3D; Abstract; 1 Introduction; 2 Methodology; 2.1 Original 2D Laplacian of Gaussian (LoG); 2.2 3D Laplacian of Gaussian (LoG); 2.3 3D Synthetic Image Datasets
2 Simulation Framework2.1 Background Modelling; 2.2 Spot Appearance; 2.3 Noise Generation; 2.4 Signal-to-Noise Ratio; 3 Experimental Set-up; 3.1 Synthetic Images; 3.2 Evaluation; 4 Experimental Results; 5 Conclusions; Acknowledgements; References; 7 Modified Newton's Method in the Leapfrog Method for Mobile Robot Path Planning; Abstract; 1 Introduction; 2 Optimal Control; 2.1 Leapfrog Method; 2.2 Modified Newton's Method; 3 Simulation Results; 4 Conclusion and Future Work; Bibliography; 8 Impact of Poor Data Quality in Remotely Sensed Data; Abstract; 1 Introduction; 2 Missing Data Techniques
2.1 Listwise Deletion2.2 Mean-Mode Imputation; 2.3 Nearest Neighbour Imputation; 2.4 Regression Imputation; 3 Machine Learning Techniques; 3.1 Random Forest; 3.2 k-nearest Neighbour; 3.3 Artificial Neural Networks; 3.4 Support Vector Machines; 4 Study Methodology; 4.1 Experimental Set-up; 4.2 Experimental Results; 5 Conclusion; Acknowledgements; References; 9 Image Enrichment Using Single Discrete Wavelet Transform Multi-resolution and Frequency Partition; Abstract; 1 Introduction; 1.1 Image Fusion; 1.2 Standard Image Fusion Methods; 2 DCT-Frequency Partition; 2.1 Procedure for DCT-FP
2.4 Performance Measures3 Experimental Results; 4 Conclusions; Bibliography; 3 Distributive MPPT Approach Using ANFIS and Perturb&Observe Techniques Under Uniform and Partial Shading Conditions; Abstract; 1 Introduction; 2 MPPT Techniques; 2.1 Perturb&Observe (P&O) Technique; 2.2 Adaptive Neuro-Fuzzy Inference System (ANFIS); 2.3 Series-Connected Distributed Maximum Power Point Tracking (DMPPT); 3 Simulation Model; 4 Results and Discussion; 5 Conclusion; References; 4 Performance of MPPT in Photovoltaic Systems Using GA-ANN Optimization Scheme; Abstract; 1 Introduction; 2 Related Works
3 Proposed Model3.1 Modeling of Buck-Boost DC-to-DC Converter; 3.2 Artificial Neural Network Maximum Power Point Tracking Controller (ANN-MPPT); 3.3 Genetic Algorithm Maximum Power Point Tracking Controller (GA-MPPT); 4 Simulation and Numerical Results; 5 Conclusion; References; 5 The Use of Multilayer Perceptron to Classify and Locate Power Transmission Line Faults; Abstract; 1 Introduction; 2 Experimental Setup; 3 Experimental Results; 4 Conclusions; References; 6 Generation of 3D Realistic Synthetic Image Datasets for Spot Detection Evaluation; Abstract; 1 Introduction; 1.1 Previous Work
Summary The book is a collection of high-quality peer-reviewed research papers presented in the International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES 2017). The book discusses wide variety of industrial, engineering and scientific applications of the emerging techniques. Researchers from academia and industry have presented their original work and ideas, information, techniques and applications in the field of communication, computing and power technologies
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (EBSCO, viewed March 26, 2018)
Subject Artificial intelligence -- Congresses.
Computational intelligence -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Bayindir, Ramazan, editor
Das, Swagatam, editor
Dash, Subhransu Sekhar, editor
Naidu, Paruchuri Chan Babu, editor
ISBN 9789811078682 (electronic bk.)
9811078688 (electronic bk.)
Other Titles ICAIECES 2017