Proceedings of ICRIC 2019 : Recent Innovations in Computing

Description

This book presents high-quality, original contributions (both theoretical and experimental) on software engineering, cloud computing, computer networks & internet technologies, artificial intelligence, information security, and database and distributed computing. It gathers papers presented at ICRIC 2019, the 2nd International Conference on Recent Innovations in Computing, which was held in Jammu, India, in March 2019. This conference series represents a targeted response to the growing need for research that reports on and assesses the practical implications of IoT and network technologies, AI and machine learning, cloud-based e-Learning and big data, security and privacy, image processing and computer vision, and next-generation computing technologies. Front Matter ....Pages i-xii Front Matter ....Pages 1-1 Predictive Analysis of Absenteeism in MNCS Using Machine Learning Algorithm (Krittika Tewari, Shriya Vandita, Shruti Jain)....Pages 3-14 IoT Based Healthcare Kit for Diabetic Foot Ulcer (Punit Gupta, Anushka Pandey, Poonia Akshita, Anshul Sharma)....Pages 15-22 Context—Aware Smart Reliable Service Model for Intelligent Transportation System Based on Ontology (M. Swarnamugi, R. Chinnaiyan)....Pages 23-30 Static, Dynamic and Intrinsic Features Based Android Malware Detection Using Machine Learning (Bilal Ahmad Mantoo, Surinder Singh Khurana)....Pages 31-45 Machine Learning: A Review of the Algorithms and Its Applications (Devanshi Dhall, Ravinder Kaur, Mamta Juneja)....Pages 47-63 Deep Neural Networks for Diagnosis of Osteoporosis: A Review (Insha Majeed Wani, Sakshi Arora)....Pages 65-78 Predicting Drug Target Interactions Using Dimensionality Reduction with Ensemble Learning (Kanica Sachdev, Manoj K. Gupta)....Pages 79-89 Integration of Fog Computing and Internet of Things: An Useful Overview (G. Rekha, Amit Kumar Tyagi, Nandula Anuradha)....Pages 91-102 Review of Machine Learning Techniques in Health Care (Rohan Pillai, Parita Oza, Priyanka Sharma)....Pages 103-111 A Review of IoT Techniques and Devices: Smart Agriculture Perspective (Deep Rani, Nagesh Kumar)....Pages 113-123 A Review of Scheduling Algorithms in Hadoop (Anil Sharma, Gurwinder Singh)....Pages 125-135 Cellular Level Based Deep Learning Framework for Early Detection of Dysplasia in Oral Squamous Epithelium (Rachit Kumar Gupta, Mandeep Kaur, Jatinder Manhas)....Pages 137-149 Internet of Things-Based Hardware and Software for Smart Agriculture: A Review (Brij Bhushan Sharma, Nagesh Kumar)....Pages 151-157 Smart Approach for Real-Time Gender Prediction of European School’s Principal Using Machine Learning (Yatish Bathla, Chaman Verma, Neerendra Kumar)....Pages 159-175 GPU and CUDA in Hard Computing Approaches: Analytical Review (Hardik Singh, Raavi Sai Venkat, Sweta Swagatika, Sanjay Saxena)....Pages 177-196 IoT-Based Home Automation with Smart Fan and AC Using NodeMCU (Raj Desai, Abhishek Gandhi, Smita Agrawal, Preeti Kathiria, Parita Oza)....Pages 197-207 Sampling Approaches for Imbalanced Data Classification Problem in Machine Learning (Shivani Tyagi, Sangeeta Mittal)....Pages 209-221 Sentiment Analysis and Mood Detection on an Android Platform Using Machine Learning Integrated with Internet of Things (Diksha Kushawaha, Debalina De, Vandana Mohindru, Anuj Kumar Gupta)....Pages 223-238 Predictive Strength of Selected Classification Algorithms for Diagnosis of Liver Disease (Prateek Singh, Deepak Chahal, Latika Kharb)....Pages 239-255 A Review of Applications, Approaches, and Challenges in Internet of Things (IoT) (Anil Sharma, Renu Sharma)....Pages 257-269 Front Matter ....Pages 271-271 Web Search Personalization Using Semantic Similarity Measure (Sunny Sharma, Vijay Rana)....Pages 273-288 Efficient Data Transmission in Wireless Sensor Networks (Brahm Prakash Dahiya, Shaveta Rani, Paramjeet Singh)....Pages 289-304 Lifetime Improvement in Wireless Sensor Networks Using Hybrid Grasshopper Meta-Heuristic (Brahm Prakash Dahiya, Shaveta Rani, Paramjeet Singh)....Pages 305-320 Routing Topologies and Architecture in Cognitive Radio Vehicular Ad hoc Networks (Priya Bakshi, Prabhat Thakur, Payal Patial)....Pages 321-330 Parameter Optimization Using PSO for Neural Network-Based Short-Term PV Power Forecasting in Indian Electricity Market (Harendra Kumar Yadav, Yash Pal, M. M. Tripathi)....Pages 331-348 Exploring the Effects of Sybil Attack on Pure Ad Hoc Deployment of VANET ( Nishtha, Manu Sood)....Pages 349-363 Analysis and Design of WDM Optical OFDM System with Coherent Detection Using Different Channel Spacing (Sakshi Sharma, Davinder Parkash, Sukhpreet Singh)....Pages 365-376 Design and Investigation of Multiple TX/RX FSO Systems Under Different Weather Conditions (Shubham Mahajan, Davinder Parkash, Harjeevan Singh)....Pages 377-388 Dynamic Distance Based Lifetime Enhancement Scheme for HWSN (Sumit Kumar Gupta, Sachin Kumar, Sudhanshu Tyagi, Sudeep Tanwar)....Pages 389-406 On Security of Opportunistic Routing Protocol in Wireless Sensor Networks (Archana Sharma, Yashwant Singh)....Pages 407-419 The Significance of Using NDN in MANET (Mosleh Hamoud Al-Adhaileh, Farkhana Muchtar, Abdul Hanan Abdullah, Pradeep Kumar Singh)....Pages 421-437 Using NDN in Improving Energy Efficiency of MANET (Farkhana Muchtar, Pradeep Kumar Singh, Raaid Alubady, Ili Najaa Aimi Mohd Nordin, Radzi Ambar, Mohd Najwadi Yusoff et al.)....Pages 439-452 Front Matter ....Pages 453-453 Fingerprint Biometric Template Security Schemes: Attacks and Countermeasures (Reza Mehmood, Arvind Selwal)....Pages 455-467 Effect of Blurring on Identification of Aerial Images Using Convolution Neural Networks (Palak Mahajan, Pawanesh Abrol, Parveen K. Lehana)....Pages 469-484 PSO-Tuned ANN-Based Prediction Technique for Penetration of Wind Power in Grid (Vijay Kumar, Yash Pal, M. M. Tripathi)....Pages 485-494 A Comprehensive Review on Face Recognition Methods and Factors Affecting Facial Recognition Accuracy (Shahina Anwarul, Susheela Dahiya)....Pages 495-514 Detection of Eye Ailments Using Segmentation of Blood Vessels from Eye Fundus Image (Parul Datta, Shalli Rani, Deepika Koundal)....Pages 515-531 Multi-focus Image Fusion: Quantitative and Qualitative Comparative Analysis (Shiveta Bhat, Deepika Koundal)....Pages 533-542 Computer-Assisted Diagnosis of Thyroid Cancer Using Medical Images: A Survey (Vatsala Anand, Deepika Koundal)....Pages 543-559 A Novel Approach of Object Detection Using Point Feature Matching Technique for Colored Images (Manvinder Sharma, Harjinder Singh, Sohni Singh, Anuj Gupta, Sumeet Goyal, Rahul Kakkar)....Pages 561-576 Front Matter ....Pages 577-577 Behavior Study of Bike Driver and Alert System Using IoT and Cloud (Punit Gupta, Prakash Kumar)....Pages 579-593 E-Learning Web Accessibility Framework for Deaf/Blind Kannada-Speaking Disabled People (A. B. Rajendra, N. Rajkumar, Sharath N. Bhat, T. R. Suhas, Shree Poorna N. Joshi)....Pages 595-604 Real-Time Prediction of Development and Availability of ICT and Mobile Technology in Indian and Hungarian University (Chaman Verma, Zoltán Illés, Veronika Stoffová)....Pages 605-615 A Web Extraction Browsing Scheme for Time-Critical Specific URLs Fetching ( Sunita, Vijay Rana)....Pages 617-626 A Comparative Study of Famous Classification Techniques and Data Mining Tools (Yash Paul, Neerendra Kumar)....Pages 627-644 Necessary Information to Know to Solve Class Imbalance Problem: From a User’s Perspective (G. Rekha, Amit Kumar Tyagi)....Pages 645-658 Suicidal Ideation from the Perspective of Social and Opinion Mining (Akshma Chadha, Baijnath Kaushik)....Pages 659-670 Clustering of Tweets: A Novel Approach to Label the Unlabelled Tweets (Tabassum Gull Jan)....Pages 671-685 Performance Analysis of Queries with Hive Optimized Data Models (Meghna Sharma, Jagdeep Kaur)....Pages 687-698 A Review on Scalable Learning Approches on Intrusion Detection Dataset (Santosh Kumar Sahu, Durga Prasad Mohapatra)....Pages 699-714 Assessing Drivers for Telecom Service Experience—Insights from Social Media (Arpan Kumar Kar, Kanupriya Goyal)....Pages 715-722 Collaborative Topic Regression-Based Recommendation Systems: A Comparative Study (Balraj Kumar, Neeraj Sharma, Shubhangi Sharma)....Pages 723-737 Automatic Extraction of Product Information from Multiple e-Commerce Web Sites (Samiah Jan Nasti, M. Asger, Muheet Ahmad Butt)....Pages 739-747 Front Matter ....Pages 749-749 Performance Evaluation and Modelling of the Linux Firewall Under Stress Test (Nikita Gandotra, Lalit Sen Sharma)....Pages 751-769 Template Security in Iris Recognition Systems: Research Challenges and Opportunities (Shehla Rafiq, Arvind Selwal)....Pages 771-784 Comprehending Code Fragment in Code Clones: A Literature-Based Perspective (Sarveshwar Bharti, Hardeep Singh)....Pages 785-795 Mobile Edge Computing-Enabled Blockchain Framework—A Survey (Pronaya Bhattacharya, Sudeep Tanwar, Rushabh Shah, Akhilesh Ladha)....Pages 797-809 Performance Evaluation of Snort and Suricata Intrusion Detection Systems on Ubuntu Server (Alka Gupta, Lalit Sen Sharma)....Pages 811-821 Global Smart Card ID Using RFID: Realization of Worldwide Human Mobility for Universal Validation (Praveen Kumar Singh, Karan Dhawan, Neeraj Kumar, Bineet Kumar Gupta)....Pages 823-840 Design of Low-Power Dual Edge-Triggered Retention Flip-Flop for IoT Devices (Ajay Mall, Shaweta Khanna, Arti Noor)....Pages 841-852 Front Matter ....Pages 853-853 Development of Slot Engine for Gaming Using Java (Rahul Kumar Verma, Rajan Prasad Tripathi, Pavi Saraswat)....Pages 855-860 Hydroponics—An Alternative to Indian Agriculture System and Current Trends: A Review Study (Ashish Aggarwal, Ratnakar Kumar, Sunil Kumar Chowdhary, Shailendra Kumar Jain)....Pages 861-869 Sports Policy Implementation by the IoT Platform (Vishnu Priya Reddy Enugala, M. Abhinava Vinay Kumar)....Pages 871-884 Bayesian Prediction on PM Modi’s Future in 2019 (Aniruddh Sanga, Ashirwad Samuel, Nidhi Rathaur, Pelumi Abimbola, Sakshi Babbar)....Pages 885-897 Design and Analysis of Thermoelectric Energy Harvesting Module for Recovery of Household Waste Heat (Shruti Jain, Vibhor Kashyap, Meenakshi Sood)....Pages 899-908 A Model of Information System Interventions for e-Learning: An Empirical Analysis of Information System Interventions in e-Learner Perceived Satisfaction (Asif Ali, Jaya Bhasin)....Pages 909-920