Computational Intelligence: Theories, Applications and Future Directions - Volume II: ICCI-2017

Front Matter ....Pages i-xiii
Front Matter ....Pages 1-1
 Fog Computing-Based Autonomic Security Approach to Internet of Things Applications  (S. Prabavathy, K. Sundarakantham, S. Mercy Shalinie, K. Narasimha Mallikarjunan)....Pages 3-14
 Self-adaptive Frequent Pattern Growth-Based Dynamic Fuzzy Particle Swarm Optimization for Web Document Clustering  (Raja Varma Pamba, Elizabeth Sherly, Kiran Mohan)....Pages 15-25
 A Feature-Reduced Discretized Random Forest Model for Oral Bioavailability Data Classification  (Priyanka Shit, Haider Banka)....Pages 27-37
 TelNEClus: Telugu Named Entity Clustering Using Semantic Similarity  (SaiKiranmai Gorla, Aditya Chandrashekhar, N. L. Bhanu Murthy, Aruna Malapati)....Pages 39-52
 Convolutional Neural Network with Stacked Autoencoder for Kernel Initialization  (Vikas Singh, Anirudh Swaminathan, Nishchal K. Verma)....Pages 53-63
 Behavioural Analysis of Recent Ransomwares and Prediction of Future Attacks by Polymorphic and Metamorphic Ransomware  (Navneet Kaur Popli, Anup Girdhar)....Pages 65-80
 Improved EMD Local Energy with SVM for Fault Diagnosis in Air Compressor  (Seetaram Maurya, Vikas Singh, Narendra Kumar Dhar, Nishchal K. Verma)....Pages 81-92
 Simultaneous Structure and Parameter Learning of Convolutional Neural Network  ( Soniya, Sandeep Paul, Lotika Singh)....Pages 93-104
Front Matter ....Pages 105-105
 Hybrid Approach for Predicting and Recommending Links in Social Networks  (Shashi Prakash Tripathi, Rahul Kumar Yadav, Abhay Kumar Rai, Rajiv Ranjan Tewari)....Pages 107-119
 Online Partitioning of Large Graphs for Improving Scalability in Recommender Systems  (Vinit Koshti, NVS Abhilash, Karanjit S. Gill, Nikhil Nair, Mahima B. Christian, Prosenjit Gupta)....Pages 121-135
 Fuzzy Rough Set-Based Feature Selection with Improved Seed Population in PSO and IDS  (Tarun Maini, Abhishek Kumar, Rakesh Kumar Misra, Devender Singh)....Pages 137-149
 Domain-Independent Sentiment Analysis in Malayalam  (V. Kasthoori, B. Soniya, V. Jayan)....Pages 151-160
 Path Planning for Multiple Mobile Robots by Priority Assignment  (Ram Kishan Dewangan, Anupam Shukla, W. Wilfred Godfrey)....Pages 161-172
Front Matter ....Pages 173-173
 Modified Back Propagation Neural Network for Facial Expression Classification Using Principal Component Analysis and Ridgelet Transform  (Ramachandran Vedantham, Lavanya Settipalli, Edara Sreenivasa Reddy)....Pages 175-187
 Classification of Hand Movement Stages for Brain–Computer Interface Using Convolutional Neural Network  (Kriti Singhal, Evi Agarwal, Arpit Yadav, Anuraj Singh)....Pages 189-199
 Neural Net Optimization by Weight-Entropy Monitoring  (Seba Susan, Rohit Ranjan, Udyant Taluja, Shivang Rai, Pranav Agarwal)....Pages 201-213
 Multimodal Data Fusion and Prediction of Emotional Dimensions Using Deep Neural Network  (Dhruv Bhandari, Sandeep Paul, Apurva Narayan)....Pages 215-228
 Autoencoding Convolutional Representations for Real-Time Eye-Gaze Detection  (Tharun Kumar Reddy, Vinay Gupta, Laxmidhar Behera)....Pages 229-238
 Hausdorff Distance-Based Binary Search Tree Multiclass Decomposition Algorithm  (Rahul Kumar Sevakula, Nishchal K. Verma)....Pages 239-249
Front Matter ....Pages 251-251
 Investigation of RBF Kernelized ANFIS for Fault Diagnosis in Wireless Sensor Networks  (Rakesh Ranjan Swain, Tirtharaj Dash, Pabitra Mohan Khilar)....Pages 253-264
 On Adaptive Control for AGV with Vision Sensor as an Unknown Nonlinear System  (Pankaj Kumar Mishra, Pooja Agrawal, Narendra Kumar Dhar, Nishchal K. Verma)....Pages 265-277
 A Modified Extreme Learning ANFIS for Higher Dimensional Regression Problems  (C. P. Pramod, Mahendra Singh Tomar, G. N. Pillai)....Pages 279-292
Front Matter ....Pages 293-293
 Analysis of Transfer and Residual Learning for Detecting Plant Diseases Using Images of Leaves  (Ines Khandelwal, Sundaresan Raman)....Pages 295-306
 Batch-Mode Active Learning-Based Superpixel Library Generation for Very High-Resolution Aerial Image Classification  (Rajeswari Balasubramaniam, Srivalsan Namboodiri, Gorthi. R. K. Sai Subrahmanyam, Rama Rao Nidamanuri)....Pages 307-318
 An Efficient Algorithm for Image Haze Removal in Outdoor Environment  (Himanshu Dua, Teena Sharma, Pooja Agrawal, Nishchal K. Verma)....Pages 319-331
 Multi-faced Object Recognition in an Image for Inventory Counting  (Teena Sharma, Shreedharkumar D. Rajurkar, Nikhil Molangur, Nishchal K. Verma, Al Salour)....Pages 333-346
 Detection of Dust Deposition Using Convolutional Neural Network for Heritage Images  (Teena Sharma, Pooja Agrawal, Nishchal K. Verma)....Pages 347-359
 Railway Corridor Monitoring Using Deep Drone Vision  (Sushanth Ikshwaku, Amrutha Srinivasan, Ashley Varghese, Jayavardhana Gubbi)....Pages 361-372
 SURF–MSER Based 3D Mapping Using RGB-D Camera on Automated Vehicle  (Nishchal K. Verma, Aquib Mustafa, Narendra Kumar Dhar, Vibhav Sarraf)....Pages 373-386
 Rotation-Invariant Descriptor for Disparate Images Using Line Segments  (Piyush Sahoo, Teena Sharma, Pooja Agrawal, Nishchal K. Verma)....Pages 387-405
 Object Detection and Recognition Using Small Labeled Datasets  (Akhilesh Raj, Kanishk Gandhi, Bhanu Teja Nalla, Nishchal K. Verma)....Pages 407-419
Front Matter ....Pages 421-421
 Multi-objective OPF Problem Analysis with Practical Constraints in the Presence of FACTS Devices Using NSHCSA  (M. Balasubbareddy)....Pages 423-434
 A Unified TOPSIS Approach to MADM Problems in Interval-Valued Intuitionistic Fuzzy Environment  (Samir Kumar, Animesh Biswas)....Pages 435-447
 Computational Intelligence for Localization of Mobile Wireless Sensor Networks  (Vaishali R. Kulkarni, Veena Desai)....Pages 449-463
 Reasoning for Uncertainty and Rough Set-Based Approach for an Efficient Biometric Identification: An Application Scenario  (Ajeet Singh, Vikas Tiwari, Priyanka Garg, Appala Naidu Tentu)....Pages 465-476
 Butterfly Constrained Optimizer for Constrained Optimization Problems  (Abhishek Kumar, Tarun Maini, Rakesh Kumar Misra, Devender Singh)....Pages 477-486
 Multimodal Medical Image Fusion Based on Fuzzy Sets with Orthogonal Teaching–Learning-Based Optimization  (T. Tirupal, B. Chandra Mohan, S. Srinivas Kumar)....Pages 487-499
 Inspection–Repair-Based Availability Optimization of Distribution System Using Bare Bones Particle Swarm Optimization  (Aditya Tiwary)....Pages 501-518
 Butterfly Optimizer for Placement and Sizing of Distributed Generation for Feeder Phase Balancing  (Sujeet Mishra, Abhishek Kumar, Devender Singh, Rakesh Kumar Misra)....Pages 519-530
 Differential Evolution-Based Matched Wavelet for Differential Protection of Transformer  (Arpita Roy, Devender Singh, Rakesh K. Misra)....Pages 531-541
Front Matter ....Pages 543-543
 Dynamic Texture Recognition from Multi-offset Temporal Intensity Co-occurrence Matrices with Local Pattern Matching  (Seba Susan, Minni Mittal, Srishti Bansal, Prachi Agrawal)....Pages 545-555
 Multimodal Biometric Authentication System Using Hand Shape, Palm Print, and Hand Geometry  (Gaurav Jaswal, Amit Kaul, Ravinder Nath)....Pages 557-570
 Digital Image Restoration of Historical Devanagari Manuscripts  (Nidhi Dubey)....Pages 571-583
 Emotion Classification from Facial Expressions Using Cascaded Regression Trees and SVM  (Manjot Singh Bilkhu, Samarth Gupta, Vinay K. Srivastava)....Pages 585-594
 Multi-layer Classification Approach for Online Handwritten Gujarati Character Recognition  (Vishal A. Naik, Apurva A. Desai)....Pages 595-606
 A Local Information-Based Fuzzy C-Means for Brain MRI Segmentation  (Anu Mangla, Chandan Singh)....Pages 607-619
 Analysis and Classification of Discriminative Region in Cognitive Functional MRI Data  (J. Siva Ramakrishna, Hariharan Ramasangu)....Pages 621-633
 Face Image Super-Resolution Using Differential Evolutionary Algorithm  (Shyam Singh Rajput, K. V. Arya, Vijay Kumar Bohat)....Pages 635-644
 Noise-Robust Low-Resolution Face Recognition Using SIFT Features  (K. V. Arya, Shyam Singh Rajput, Shambhavi Upadhyay)....Pages 645-655
 Low-Dose CT Image Reconstruction Using Complex Diffusion Regularization  (Kavkirat Kaur, Shailendra Tiwari)....Pages 657-668
 MatConvNet-Based Fast Method for Cervical MR Images Classification  (Gyanendra K. Verma, Jagdeep S. Lather, Ankur Kaushal)....Pages 669-679