Advanced Informatics for Computing Research: Second International Conference, ICAICR 2018, Shimla, India, July 14–15, 2018, Revised Selected Papers, ... in Computer and Information Science )

This two-volume set (CCIS 955 and CCIS 956) constitutes the refereed proceedings of the Second International Conference on Advanced Informatics for Computing Research, ICAICR 2018, held in Shimla, India, in July 2018. The 122 revised full papers presented were carefully reviewed and selected from 427 submissions. The papers are organized in topical sections on computing methodologies; hardware; information systems; networks; security and privacy; computing methodologies. Front Matter ....Pages I-XXI Front Matter ....Pages 1-1 Integrating Ontology Learning and R for Providing Services Efficiently in Cities (Anjali Hora, Sarika Jain)....Pages 3-12 Overlapped Sunflower Weighted Crop Yield Estimation Based on Edge Detection (Hemant Rathore, Vijay Kumar Sharma, Shubhra Chaturvedi, Kapil Dev Sharma)....Pages 13-22 Integration of RESTful Services in Agro Advisory System (Mahesh Titiya, Vipul Shah)....Pages 23-34 Neural Network Models for Prediction of Evaporation Based on Weather Variables ( Rakhee, Archana Singh, Amrender Kumar)....Pages 35-43 Energy Management System for Analysis and Reporting in the Advanced Metering (Abhishek Singh, Pratibha Pandey, Balgovind Gupta)....Pages 44-53 Human Action Recognition in Video (Dushyant Kumar Singh)....Pages 54-66 Defuzzified Strategy of Interval Valued Triskaidecagonal Fuzzy Number Assigning in the Failure of Marine Main Engine (A. Rajkumar, D. Helen)....Pages 67-79 Application of Triskaidecagonal Fuzzy Number in Home Appliances Using Sequencing Problem (A. Rajkumar, D. Helen)....Pages 80-87 Kernel Functions of SVM: A Comparison and Optimal Solution (Subham Panja, Akshay Chatterjee, Ghazaala Yasmin)....Pages 88-97 Big Data Analytics in Ralstonia solanacearum Genomics (Shivani Chandra, Alka Grover, Piyush Garg, Shalini Jauhari)....Pages 98-107 A Comparative Fuzzy Cluster Analysis of the Binder’s Performance Grades Using Fuzzy Equivalence Relation via Different Distance Measures (Rajesh Kumar Chandrawat, Rakesh Kumar, Varinda Makkar, Manisha Yadav, Pratibha Kumari)....Pages 108-118 Enhancing the Efficiency of Decision Tree C4.5 Using Average Hybrid Entropy (Poonam Rani, Kamaldeep Kaur, Ranjit Kaur)....Pages 119-134 Stock Market Price Prediction Using SAP Predictive Service (Sanjana Devi, Virrat Devaser)....Pages 135-148 RNN-LSTM Based Indoor Scene Classification with HoG Features (Ambica Verma, Shilpa Sharma, Priyanka Gupta)....Pages 149-159 A Roadmap to Deep Learning: A State-of-the-Art Step Towards Machine Learning (Dweepna Garg, Parth Goel, Gokulnath Kandaswamy, Amit Ganatra, Ketan Kotecha)....Pages 160-170 Morphology Analysis and Time Interval Measurements Using Mallat Tree Decomposition for CVD Detection (Navdeep Prashar, Meenakshi Sood, Shruti Jain)....Pages 171-181 Automated Optical Disc Segmentation and Blood Vessel Extraction for Fundus Images Using Ophthalmic Image Processing (Charu Bhardwaj, Shruti Jain, Meenakshi Sood)....Pages 182-194 Implementation and Performance Assessment of Gradient Edge Detection Predictor for Reversible Compression of Biomedical Images ( Urvashi, Emjee Puthooran, Meenakshi Sood)....Pages 195-205 Mathematical Model for Dengue Virus Infected Populations with Fuzzy Differential Equations (A. Rajkumar, C. Jesuraj)....Pages 206-217 Surface EMG Signal Classification Using Ensemble Algorithm, PCA and DWT for Robot Control (Yogendra Narayan, Ram Murat Singh, Lini Mathew, S. Chatterji)....Pages 218-230 Low Complexity Image Compression Algorithm Based on Uniform Quantization of RGB Colour Image for Capsule Endoscopy (Nithin Varma Malathkar, Surender Kumar Soni)....Pages 231-240 KSUMM: A Compressed Domain Technique for Video Summarization Using Partial Decoding of Videos (Madhushree Basavarajaiah, Priyanka Sharma)....Pages 241-252 A Machine Learning Approach to Employability Evaluation Using Handwriting Analysis (Prachi Joshi, Pranav Ghaskadbi, Sarvesh Tendulkar)....Pages 253-263 Big Data Analytics Using Data Mining Techniques: A Survey (Shweta Mittal, Om Prakash Sangwan)....Pages 264-273 Comparative Analysis of Various Types of Classifier for Surface EMG Signal in Order to Improve Classification Accuracy (Ram Murat Singh, S. Chatterji, Amod Kumar)....Pages 274-283 Modeling the Evolution of Coordinated Movement Strategies Using Digital Organisms (Zaki Ahmad Khan, Faraz Hasan, Gabriel Yedid)....Pages 284-295 Comparative Investigation of Different Feature Extraction Techniques for Lung Cancer Detection System (Pankaj Nanglia, Sumit Kumar, Davinder Rathi, Paramjit Singh)....Pages 296-307 EEG Based Cognitive Brain Mapping in Time Domain to Analyze EM Radiation Effect on Human Brain (Rashima Mahajan, Dipali Bansal, Anshul Khatter)....Pages 308-319 To Improve Code Structure by Identifying Move Method Opportunities Using Frequent Usage Patterns in Source-Code (Randeep Singh, Ashok Kumar)....Pages 320-330 An Ontology Based Earthquake Recommendation System (Sarika Jain, Sonia Mehla, Apoorv Gaurav Agarwal)....Pages 331-340 An ANN Based Approach for Software Fault Prediction Using Object Oriented Metrics (Rajdeep Kaur, Sumit Sharma)....Pages 341-354 Sentiment Analysis of Tweets by Convolution Neural Network with L1 and L2 Regularization (Abhilasha Rangra, Vivek Kumar Sehgal, Shailendra Shukla)....Pages 355-365 Failure Prediction and Health Status Assessment of Storage Systems with Decision Trees (Kamaljit Kaur, Kuljit Kaur)....Pages 366-376 A Study of Link Prediction Using Deep Learning (Anant Dadu, Ajay Kumar, Harish Kumar Shakya, Siddhartha Kumar Arjaria, Bhaskar Biswas)....Pages 377-385 Hindi Story Heading Generation Using Proverb Identification (Leena Jain, Prateek Agrawal)....Pages 386-396 Investigating Developers’ Sentiments Associated with Software Cloning Practices (Sarveshwar Bharti, Hardeep Singh)....Pages 397-406 A Brief Review of Image Quality Enhancement Techniques Based Multi-modal Biometric Fusion Systems (Tajinder Kumar, Shashi Bhushan, Surender Jangra)....Pages 407-423 Heart Disease Prediction Using Fuzzy System (Sumit Sharma, Vishu Madaan, Prateek Agrawal, Narendra Kumar Garg)....Pages 424-434 An Adaptive Web Based Educational System Using HMM Approach for C Programming (Aditya Khamparia, Babita Pandey, Aman Singh, Shrasti Tiwari, Parampreet Kaur)....Pages 435-447 Performance Evaluation of Robot Path Planning Using Hybrid TSP Based ACO (Ankita Khurana, Sunil Kumar Khatri, Ajay Vikram Singh)....Pages 448-457 Sentiment Analysis and Prediction Using Neural Networks (Sneh Paliwal, Sunil Kumar Khatri, Mayank Sharma)....Pages 458-470 Diabetes Detection and Prediction Using Machine Learning/IoT: A Survey (Neha Sharma, Ashima Singh)....Pages 471-479 Prediction Technique for Time Series Data Sets Using Regression Models (Pinki Sagar, Prinima Gupta, Indu Kashyap)....Pages 480-488 Enhancement Methods for Low Visibility and Fog Degraded Images (Gurveer Singh, Ashima Singh)....Pages 489-498 Image Processing by Using Different Types of Discrete Wavelet Transform (Shaveta Thakral, Pratima Manhas)....Pages 499-507 Hybrid Min-Median-Max Filter for Removal of Impulse Noise from Color Images (Prity Kumari, Deepti Kakkar, Neetu Sood)....Pages 508-518 Double Image Encryption Based on 2D Discrete Fractional Fourier Transform and Piecewise Nonlinear Chaotic Map (Gurpreet kaur, Rekha Agarwal, Vinod Patidar)....Pages 519-530 A Framework for Testing Object Oriented Programs Using Hybrid Nature Inspired Algorithms (Madhumita Panda, Sujata Dash)....Pages 531-539 Firefly Algorithm Based Multilingual Named Entity Recognition for Indian Languages (Sitanath Biswas, Sujata Dash, Sweta Acharya)....Pages 540-552 Color Based Segmentation Towards Structural Distribution of Image Data (Rashima Mahajan, Pragya Gupta)....Pages 553-561 An Analysis of Interactions Among Barriers on the Implementation of Green Computing: Using Multi-objective Decision Modelling ISM (Harshit Khandelwal, Saru Dhir, Madhurima)....Pages 562-570 Automated Testcase Generation and Prioritization Using GA and FRBS (Muhammad Azam, Atta-ur-Rahman, Kiran Sultan, Sujata Dash, Sundas Naqeeb Khan, Muhammad Aftab Alam Khan)....Pages 571-584 A Survey on Metaheuristic Approaches and Its Evaluation for Load Balancing in Cloud Computing (Deepak Garg, Pardeep Kumar)....Pages 585-599 Hybrid Live VM Migration: An Efficient Live VM Migration Approach in Cloud Computing (Abhishek ku. Shakya, Deepak Garg, Prakash Ch. Nayak)....Pages 600-611 Comparison, Classification and Survey of Aspect Based Sentiment Analysis (Ahmed Sabeeh, Rupesh Kumar Dewang)....Pages 612-629 Use of Similarity Measure in Recommender System Based on Type of Item Preferences (Ashishkumar B. Patel, Kiran Amin)....Pages 630-638 Effect of Package Cohesion on Evaluation of Reusability of Aspect Oriented Systems: A Fuzzy Approach (Puneet Jai Kaur, Sakshi Kaushal)....Pages 639-650 Improved Zoning and Cropping Techniques Facilitating Segmentation (Monika Kohli, Satish Kumar)....Pages 651-657 Enhancement in Brain Tumor Diagnosis Using MRI Image Processing Techniques (Vikul J. Pawar, Kailash D. Kharat, Suraj R. Pardeshi)....Pages 658-666 Smart Trash Monitoring and Segregation System Using Emerging Technology—A Survey (Kruti Dhyani, Nehal Patel)....Pages 667-674 Raw Materials Management for Time Dependent Supply Chain Network (Ayan Chatterjee, Mahendra Rong)....Pages 675-686 Design and Development of Leukemia Identification System Through Neural Network and SVM Approach for Microscopic Smear Image Database (M. V. Rege, B. W. Gawali, S. Gaikwad)....Pages 687-700 Multiple Faults Diagnosis of Induction Motor Using Artificial Neural Network (Rajvardhan Jigyasu, Lini Mathew, Amandeep Sharma)....Pages 701-710 Duplication Based Performance Effective Scheduling (Monika Sharma, Raj Kumari)....Pages 711-724 Reducing Forgery in Land Registry System Using Blockchain Technology (U. M. Ramya, P. Sindhuja, RA Atsaya, B. Bavya Dharani, SS Manikanta Varshith Golla)....Pages 725-734 Mobile Application for Dissemination of Advisories on Pest and Diseases of Rice & Mustard ( Rakhee, Amrender Kumar, Anshu Thakur, Ajanta Birah, Rahul Nigam)....Pages 735-743 Impact of Neighboring Agent’s Characteristics with Q-Learning in Network Multi-agent System (Harjot Kaur, Ginni Devi)....Pages 744-756 A Diagnostic System Based on Fuzzy Logic for Clinical Examination of Patients in Ayurveda (Ranjit Kaur, Kamaldeep Kaur)....Pages 757-771 Automatic Magnification Independent Classification of Breast Cancer Tissue in Histological Images Using Deep Convolutional Neural Network ( Shallu, Rajesh Mehra)....Pages 772-781 Queueing Analysis of Migration of Virtual Machines (Surabhi Sachdeva, Neeraj Gupta)....Pages 782-793 Wavelet Based Sleep EEG Detection Using Fuzzy Logic (Chetna Nagpal, Prabhat Kumar Upadhyay)....Pages 794-805 Efficient Digital Filter Banking Algorithm for Wireless VoIP (Ravindra Luhach, Chandra Kr. Jha, Ashish Kr. Luhach)....Pages 806-814 Speed and Torque Control of Induction Motor Using Adaptive Neuro-Fuzzy Interference System with DTC (Ranjit Kumar Bindal, Inderpreet Kaur)....Pages 815-825 Back Matter ....Pages 827-830