Soft Computing for Problem Solving: SocProS 2018, Volume 2

Front Matter ....Pages i-xviii
 Artificial Neural Network-Based Smart Energy Meter Monitoring and Control Using Global System for Mobile Communication Module  (P. Ashwini Kumari, P. Geethanjali)....Pages 1-8
 Efficient Analysis of User Reviews and Community-Contributed Photographs for Reputation Generation   (V. Subramaniyaswamy, Logesh Ravi, V. Indragandhi)....Pages 9-19
 Optimization of Parking Lot Area in Smart Cities Using Game Theory  (R. Padma Priya, Saumya Bakshi)....Pages 21-33
 Toward Automatic Scheduling Algorithm with Hash-Based Priority Selection Strategy  (Xiaonan Ji, Kun Ma)....Pages 35-42
 Prediction of Flashover Voltage on 11 kV Composite Insulator Using Kernel Support Vector Machine  (K. Kumar, B. Vigneshwaran, K. Vishnu Priya, T. Sreevidya Chidambara Vadivoo)....Pages 43-54
 Analysis of Human Error of EHS in Healthcare Industry Using TISM  (R. K. A. Bhalaji, S. Bathrinath, Chitrasen Samantra, S. Saravanasankar)....Pages 55-66
 Congestion Control Using Fuzzy-Based Node Reliability and Rate Control  (Bhawana Pillai, Rakesh Singhai)....Pages 67-75
 Crowdsourcing Advent to Optimize Supply Chain Network in Rural India  (Chandra Kant Upadhyay, Vijayshri Tiwari, Vineet Tiwari, B. Pandiya)....Pages 77-90
 Role of Cloud Forensics in Cloud Computing  (Shaik Khaja Mohiddin, Yalavarthi Suresh Babu)....Pages 91-107
 Hydromagnetic Squeeze Film in a Longitudinally Rough Conducting Conical Plates  (Jatinkumar V. Adeshara, M. B. Prajapati, G. M. Deheri, R. M. Patel)....Pages 109-120
 Performance of a Hydromagnetic Squeeze Film Between Longitudinally Rough Conducting Triangular Plates  (Hardik P. Patel, G. M. Deheri, R. M. Patel)....Pages 121-130
 GPU Computing for Compute-Intensive Scientific Calculation  (Sandhya Parasnath Dubey, M. Sathish Kumar, S. Balaji)....Pages 131-140
 A Fuzzy-Controlled High Voltage Gain DC–DC Converter for Renewable Applications  (T. Arunkumari, V. Indragandhi)....Pages 141-154
 Comprehensive Study on Diabetic Retinopathy  (R. S. Rajkumar, A. Grace Selvarani, S. Ranjithkumar)....Pages 155-163
 A Critical Review on Federated Cloud Consumer Perspective of Maximum Resource Utilization for Optimal Price Using EM Algorithm  (Pradeep Kumar V, Kolla Bhanu Prakash)....Pages 165-175
 Node Localization in Wireless Sensor Networks Using Multi-output Random Forest Regression  (K. Madhumathi, T. Suresh)....Pages 177-186
 Ferro Fluid Based Squeeze Film in a Longitudinally Rough Surface Bearing of Infinite Width: A Comparative Study  (Ankit S. Acharya, R. M. Patel, G. M. Deheri)....Pages 187-196
 Impact of Inertia Weight and Cognitive and Social Constants in Obtaining Best Mean Fitness Value for PSO  (Yallapragada V. R. Naga Pawan, K. Bhanu Prakash)....Pages 197-206
 Study of Squeeze Film in a Ferrofluid Lubricated Longitudinally Rough Rotating Plates  (Hardik P. Patel, G. M. Deheri, R. M. Patel)....Pages 207-217
 Study of Longitudinal Roughness on Hydromagnetic Squeeze Film Between Conducting Rotating Circular Plates  (Jatinkumar V. Adeshara, M. B. Prajapati, G. M. Deheri, R. M. Patel)....Pages 219-233
 Squeeze Film in a Ferrofluid Lubricated Rough Conical Plates: Comparison of Porous Structures  (R. M. Patel, Gunamani Deheri, Pragna A. Vadher)....Pages 235-248
 IOT for Capturing Information and Providing Assessment Framework for Higher Educational Institutions—A Framework for Future Learning  (Mayank Srivastava, Praneet Saurabh, Bhupendra Verma)....Pages 249-261
 Fuzzy Logic Based Packet Dropping Detection Approach for Mobile Ad-Hoc Wireless Network  (Sheevendra Singh, Isha Sharma, Praneet Saurabh, Ritu Prasad)....Pages 263-273
 Performance Analysis of Various Feature Sets for Malaria-Infected Erythrocyte Detection  (Salam Shuleenda Devi, Ngangbam Herojit Singh, Rabul Hussain Laskar)....Pages 275-283
 A Demonstration on Initial Segmentation Step on Closed Digital Planar Curve  (R. Mangayarkarasi, M. Vanitha)....Pages 285-291
 Nonlinear System Modelling Using Programmable Hardware for Soft Computing Applications  (M. Vanitha, R. Sakthivel, R. Mangayarkarasi, Suvarcha Sharma)....Pages 293-306
 A Study on Intrusion Detection System of Mobile Ad-hoc Networks  (S. Sindhuja, R. Vadivel)....Pages 307-316
 Invasive Weed Optimization Algorithm for Prediction of Compression Index of Lime-Treated Expansive Clays  (T. Vamsi Nagaraju, Ch. Durga Prasad, N. G. K. Murthy)....Pages 317-324
 Collaborative Filtering for Book Recommendation System  (Gautam Ramakrishnan, V. Saicharan, K. Chandrasekaran, M. V. Rathnamma, V. Venkata Ramana)....Pages 325-338
 Design of an Above Knee Low-Cost Powered Prosthetic Leg Using Electromyography and Machine Learning  (Cyril Joe Baby, Ketan Jitendra Das, P. Venugopal)....Pages 339-348
 Analysing Environmental Factors for Corporate Social Responsibility in Mining Industry Using ISM Methodology  (M. Ramaganesh, S. Bathrinath)....Pages 349-360
 Driver Assistance through Geo-fencing, Sign Board Detection and Reporting Using Android Smartphone  (S. Veni, R. Anand, D. Vivek)....Pages 361-372
 A Surrogate Forward Model Using Artificial Neural Networks in Conjunction with Bayesian Computations for 3D Conduction-Convection Heat Transfer Problem  (M. K. Harsha Kumar, P. S. Vishweshwara, N. Gnanasekaran)....Pages 373-384
 Analysis of Spatial Domain Image Steganography Based on Pixel-Value Differencing Method  (C. D. Nisha, Thomas Monoth)....Pages 385-397
 An ANN-Based Text Mining Approach Over Hash Tag and Blogging Text Data  (Archana Tamrakar, Pradeep Mewada, Purva Gubrele, Ritu Prasad, Praneet Saurabh)....Pages 399-408
 Design and Analysis of 4-Bit Squarer Circuit Using Minority and Majority Logic in MagCAD  (Saurabh Kumar, R. Marimuthu, S. Balamurugan)....Pages 409-417
 Takagi Sugeno Fuzzy-Tuned RTDA controller for pH Neutralization process Subject to Addictive Load Changes  (Geetha Mani, G. Manochitra)....Pages 419-441
 Passive Bandwidth Estimation Techniques for QoS Routing in Wireless LANs  (Rajeev Kumar)....Pages 443-452
 Dynamic Monitoring of Health Using Smart Health Band  (Viraj Puntambekar, Shreyas Agarwal, P. Mahalakshmi)....Pages 453-462
 Agent-Based Modeling of the Adaptive Immune System Using Netlogo Simulation Tool  (Snehal B. Shinde, Manish P. Kurhekar)....Pages 463-474
 Cardiac Arrhythmia Detection Using Ensemble of Machine Learning Algorithms  (R. Nandhini Abirami, P. M. Durai Raj Vincent)....Pages 475-487
 Characterization of Top Hub Genes in Breast and Lung Cancer Using Functional Association  (Richa K. Makhijani, Shital A. Raut)....Pages 489-498
 Selection of a Green Marketing Strategy Using MCDM Under Fuzzy Environment  (Akansha Jain, Jyoti Dhingra Darbari, Arshia Kaul, P. C. Jha)....Pages 499-512
 Stacked Convolutional Autoencoder for Detecting Animal Images in Cluttered Scenes with a Novel Feature Extraction Framework  (S. Divya Meena, L. Agilandeeswari)....Pages 513-522
 Personality Identification from Social Media Using Deep Learning: A Review  (S. Bhavya, Anitha S. Pillai, Giuliana Guazzaroni)....Pages 523-534
 An Improved Gaussian Mixture Model Based on Prior Probability Factor for MR Brain Image Segmentation  (J. B. Ashly, S. N. Kumar, A. Lenin Fred, H. Ajay Kumar, V. Suresh)....Pages 535-547
 Unimodal Medical Image Registration Based on Genetic Algorithm Optimization  (J. V. Alexy John, S. N. Kumar, A. Lenin Fred, H. Ajay Kumar, W. Abisha)....Pages 549-562
 Control Strategies Applied in Solar-Powered Water Pumping System—A Review  (T. Poompavai, M. Kowsalya)....Pages 563-574
 Realization of 2-D DCT Using Adder Compressor  (Raunak R. Lahoti, Shantanu Agarwal, S. Balamurugan, R. Marimuthu)....Pages 575-580
 Object Classification from Shape Detection  (Pragya Nagpal, Ankush Mittal)....Pages 581-596
 Analysis of Multichannel SSVEP for Different Stimulus Frequencies  (V. Sankardoss, P. Geethanjali)....Pages 597-606
 Design and Implementation of a Blood Vessel Identification Algorithm in the Diagnosis of Retinography  (Kumarkeshav Singh, Kalugotla Raviteja, Viraj Puntambekar, P. Mahalakshmi)....Pages 607-620
 A Survey on Load/Power Flow Methods and DG Allocation Using Grasshopper Optimization Algorithm in Distribution Networks  (Kola Sampangi Sambaiah, T. Jayabarathi)....Pages 621-630
 Performance Analysis of Convolutional Neural Network When Augmented with New Classes in Classification  (K. Teja Sreenivas, K. Venkata Raju, M. Bhavya Spandana, D. Sri Harshavardhan Reddy, V. Bhavani)....Pages 631-644
 A Numerical Representation Method for a DNA Sequence Using Gray Code Method  (M. Raman Kumar, Vaegae Naveen Kumar)....Pages 645-654
 Adaptive Way of Particle Swarm Algorithm Employing the Fuzzy Logic  (Rajesh Eswarawaka, C Subash Chandra, Vadali Srinivas, Kanumuri Viswas)....Pages 655-664
 Low-Dimensional Spectral Feature Fusion Model for Iris Image Validation  (Manjusha N. Chavan, Prashant Patavardhan)....Pages 665-675
 Models for Predictions of Mechanical Properties of Low-Density Self-compacting Concrete Prepared from Mineral Admixtures and Pumice Stone  (B. Arun Kumar, G. Sangeetha, A. Srinivas, P. O. Awoyera, R. Gobinath, V. Venkata Ramana)....Pages 677-690
 Text Feature Space Optimization Using Artificial Bee Colony  (Pallavi Grover, Sonal Chawla)....Pages 691-703
 Secure Multipath Routing for Efficient Load Balancing and Jamming Attack Protection  (Diksha Singhal, Ritu Prasad, Praneet Saurabh)....Pages 705-716
 An IOT-Based Vehicle Tracking System with User Validation and Accident Alert Protocol  (S. Balaji, Abhinav Gumber, R. Santhakumar, M. Rajesh Kumar, Agastya Tiwari, Himayan Debnath)....Pages 717-729
 Continuous Monitoring of Electricity Energy Meter Using IoT  (R. Narmadha, Immanuel Rajkumar, R. Sumithra, R. Steffi)....Pages 731-738
 Frequent Item Set Mining of Large Datasets Using CUDA Computing  (Peddi Karthik, J. Saira Banu)....Pages 739-747
 Analysis of Road Networks Using the Louvian Community Detection Algorithm  (R. Rashmi, Shivani Champawat, G. Varun Teja, K. Lavanya)....Pages 749-757
 Performance Analysis of Single- and Ensemble-Based Classifiers for Intrusion Detection  (R. Hariharan, I. Sumaiya Thaseen, G. Usha Devi)....Pages 759-770
 Timestamp Anomaly Detection Using IBM Watson IoT Platform  (Aditi Katiyar, Neha Aktar, Mayank, K. Lavanya)....Pages 771-782
 Call Churn Prediction with PySpark  (Mark Sheridan Nonghuloo, Rangapuram Aravind Reddy, Ganji Manideep, M. R. SarathVamsi, K. Lavanya)....Pages 783-793
 Location of UPFC Based on Critical Bus Ranking Index  (A. Thamilmaran, P. Vijayapriya)....Pages 795-805
 Personal Assistant for Social Media  (Anshul Mathew, Kevin Job Thomas, P. Swarnalatha)....Pages 807-822
 Mobile Application for Alzheimer’s Patients  (Kanmuru Vikranth Reddy, Gali Mohan Sreenivas, C. Abhishek, P. Swarnalatha)....Pages 823-834
 Study of Human–Computer Interaction in Augmented Reality  (S. K. Janani, P. Swarnalatha)....Pages 835-846
 Online Real Estate Portal  (Nikhil Pavan, Kuppam Sameera, Reddy Ganesh, Kumar Naveen, Purushotham Swarnalatha)....Pages 847-854
 Accelerometer Based Home Automation System Using IoT  (U. Vanmathi, Hindavi Jadhav, A. Nandhini, M. Rajesh Kumar)....Pages 855-861
 Abnormal Notion of Depicting Encrypted Result—Dynamic Usage of Multi-key Encryption Model (DUMKE)  (K. Berlin, S. S. Dhenakaran)....Pages 863-875
 Shortwave Infrared-Based Phenology Index Method for Satellite Image Land Cover Classification  (KR. Sivabalan, E. Ramaraj)....Pages 877-889
 Exploration of Various Cloud Security Challenges and Threats  (Arun Krishna Chitturi, Purushotham Swarnalatha)....Pages 891-899
 Smart Traffic Signaling System Using Arduino  (Gamidi Vedavasu, K. Vishrutha, G. Janvi Sruthi, S. N. G. S. Karthik, P. Swarnalatha)....Pages 901-911
 Test Path Identification for Virtual Assistants Based on a Chatbot Flow Specifications  (Mani Padmanabhan)....Pages 913-925
 Feature Extraction from Hyperspectral Image Using Decision Boundary Feature Extraction Technique  (R. Venkatesan, S. Prabu)....Pages 927-940
 Securing the Data in Cloud Environment Using Parallel and Multistage Security Mechanism  (Ranjan Goyal, R. Manoov, Prabu Sevugan, P. Swarnalatha)....Pages 941-949
 Hybrid Fuzzy Logic-Based MPPT for Wind Energy Conversion System  (Vankayalapati Govinda Chowdary, V. Udhay Sankar, Derick Mathew, CH Hussaian Basha, C. Rani)....Pages 951-968
 Cyclist Detection Using Tiny YOLO v2  (Karattupalayam Chidambaram Saranya, Arunkumar Thangavelu, Ashwin Chidambaram, Sharan Arumugam, Sushant Govindraj)....Pages 969-979
 Automatic Plant Leaf Classification Based on Back Propagation Networks for Medical Applications  (Karattupalayam Chidambaram Saranya, Apoorv Goyal)....Pages 981-991
Back Matter ....Pages 993-995