International Conference on Innovative Computing and Communications: Proceedings of ICICC 2018, Volume 2

Description

The book includes high-quality research papers presented at the International Conference on Innovative Computing and Communication (ICICC 2018), which was held at the Guru Nanak Institute of Management (GNIM), Delhi, India on 5–6 May 2018. Introducing the innovative works of scientists, professors, research scholars, students and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications. Front Matter ....Pages i-xxxii An Optimization Technique for Unsupervised Automatic Extractive Bug Report Summarization (Ashima Kukkar, Rajni Mohana)....Pages 1-11 Prediction of Air Quality Using Time Series Data Mining (Mansi Yadav, Suruchi Jain, K. R. Seeja)....Pages 13-20 Optimisation of C5.0 Using Association Rules and Prediction of Employee Attrition (Harlieen Bindra, Krishna Sehgal, Rachna Jain)....Pages 21-29 Stress Analysis Using Speech Signal (Yogesh Gulhane, S. A. Ladhake)....Pages 31-40 Subject-Independent Emotion Detection from EEG Signals Using Deep Neural Network (Pallavi Pandey, K. R. Seeja)....Pages 41-46 SoundEx Algorithm Revisited for Indian Language (Vishakha Gautam, Aayush Pipal, Monika Arora)....Pages 47-55 Sentiment Analysis and Feature Extraction Using Rule-Based Model (RBM) (Raghavendra Kumar Dwivedi, Mukul Aggarwal, Surendra Kr. Keshari, Ashwini Kumar)....Pages 57-63 The Role of Big Data Predictive Analytics Acceptance and Radio Frequency Identification Acceptance in Supply Chain Performance (Muhammad Nouman Shafique, Haji Rahman, Hussain Ahmad)....Pages 65-72 Peering Through the Fog: An Inter-fog Communication Approach for Computing Environment (Bhawna Suri, Shweta Taneja, Hemankur Bhardwaj, Prateek Gupta, Udit Ahuja)....Pages 73-81 Leaf Identification Using HOG, KNN, and Neural Networks (Prerna Sharma, Aastha Aggarwal, Apoorva Gupta, Akshit Garg)....Pages 83-91 Meta-heuristic Techniques to Solve Resource-Constrained Project Scheduling Problem (Bidisha Roy, Asim Kumar Sen)....Pages 93-99 A Novel Approach to Find the Saturation Point of n-Gram Encoding Method for Protein Sequence Classification Involving Data Mining (Suprativ Saha, Tanmay Bhattacharya)....Pages 101-108 A Comparative Evaluation of QoS-Based Network Selection Between TOPSIS and VIKOR (E. M. Malathy, Vijayalakshmi Muthuswamy)....Pages 109-115 Analysis and Implementation of the Bray–Curtis Distance-Based Similarity Measure for Retrieving Information from the Medical Repository (Narina Thakur, Deepti Mehrotra, Abhay Bansal, Manju Bala)....Pages 117-125 Information Retrieval on Green Mining Dataset Using Divergence from Randomness Models (Tanisha Gahlawat, Shubham Lekhwar, Parul Kalra, Deepti Mehrotra)....Pages 127-134 Handling Big Data Using MapReduce Over Hybrid Cloud (Ankur Saxena, Ankur Chaurasia, Neeraj Kaushik, Nidhi Kaushik)....Pages 135-144 Statistical Survey of Data Mining Techniques: A Walk-Through Approach Using MongoDB (Samridhi Seth, Rahul Johari)....Pages 145-158 Fuzzy Risk Assessment Information System for Coronary Heart Disease (Pankaj Srivastava, Neeraja Sharma)....Pages 159-170 A Soft Computing-Based Approach to Group Relationship Analysis Using Weighted Arithmetic and Geometric Mean (Poonam Rani, M. P. S. Bhatia, D. K. Tayal)....Pages 171-178 Hand Gesture Recognition Using Convolutional Neural Network (Savita Ahlawat, Vaibhav Batra, Snehashish Banerjee, Joydeep Saha, Aman K. Garg)....Pages 179-186 Arrhenius Artificial Bee Colony Algorithm (Sandeep Kumar, Anand Nayyar, Rajani Kumari)....Pages 187-195 Analysis of Refactoring Effect on Software Quality of Object-Oriented Systems (Ruchika Malhotra, Juhi Jain)....Pages 197-212 Rumor Detection Using Machine Learning Techniques on Social Media (Akshi Kumar, Saurabh Raj Sangwan)....Pages 213-221 Empirical Analysis of Supervised Machine Learning Techniques for Cyberbullying Detection (Akshi Kumar, Shashwat Nayak, Navya Chandra)....Pages 223-230 Implementation of MapReduce Using Pig for Election Analysis (Anup Pachghare, Aniket Jadhav, Sharad Panigrahi, Smita Deshmukh)....Pages 231-241 Primary Healthcare Using Artificial Intelligence (Vaishali D. Khairnar, Archana Saroj, Pooja Yadav, Shraddha Shete, Neelam Bhatt)....Pages 243-251 A Brief Survey on Random Forest Ensembles in Classification Model (Anjaneyulu Babu Shaik, Sujatha Srinivasan)....Pages 253-260 Big Data in Healthcare (Sachet Rajbhandari, Archana Singh, Mamta Mittal)....Pages 261-269 Speedroid: A Novel Automation Testing Tool for Mobile Apps (Sheetika Kapoor, Kalpna Sagar, B. V. R. Reddy)....Pages 271-285 Domain-Specific Fuzzy Rule-Based Opinion Mining (Surabhi Thorat, C. Namrata Mahender)....Pages 287-294 A Shallow Parsing Model for Hindi Using Conditional Random Field (Sneha Asopa, Pooja Asopa, Iti Mathur, Nisheeth Joshi)....Pages 295-302 A Model of Fuzzy Intelligent Tutoring System (Pooja Asopa, Sneha Asopa, Iti Mathur, Nisheeth Joshi)....Pages 303-311 Improving Accuracy of IDS Using Genetic Algorithm and Multilayer Perceptron Network (Thet Thet Htwe, Nang Saing Moon Kham)....Pages 313-321 Analysis of Ensemble Learners for Change Prediction in an Open Source Software (Ankita Bansal)....Pages 323-330 A Robust Framework for Effective Human Activity Analysis (Awadhesh Kr Srivastava, K. K. Biswas, Vikas Tripathi)....Pages 331-337 A Trust Rating Model Using Fuzzy Logic in Cloud (Vidhika Vasani, Vipul Chudasama)....Pages 339-348 Neural Networks for Mobile Data Usage Prediction in Singapore (Saksham Jain, Shreya Agrawal, Arpit Paruthi, Ayush Trivedi, Umang Soni)....Pages 349-357 Candidates Selection Using Artificial Neural Network Technique in a Pharmaceutical Industry (Abhishek Kumar Singh, S. K. Jha, A. V. Muley)....Pages 359-366 Distant Supervision for Large-Scale Extraction of Gene–Disease Associations from Literature Using DeepDive (Balu Bhasuran, Jeyakumar Natarajan)....Pages 367-374 Opinion Mining of Saubhagya Yojna for Digital India (Akshi Kumar, Abhilasha Sharma)....Pages 375-386 A Brief Survey on Mass-Based Dissimilarity Measures (Suman Garg, S. K. Jain)....Pages 387-395 Improving Recognition of Speech System Using Multimodal Approach (N. Radha, A. Shahina, A. Nayeemulla Khan)....Pages 397-410 Halftoning Algorithm Using Pull-Based Error Diffusion Technique (Arvind Bakshi, Anoop Kumar Patel)....Pages 411-419 Regression Analysis for Liver Disease Using R: A Case Study (Nagaraj M. Lutimath, D. R. Arun Kumar, C. Chetan)....Pages 421-429 Web Page Segmentation Towards Information Extraction for Web Semantics (Pooja Malhotra, Sanjay Kumar Malik)....Pages 431-442 Towards an Evolved Information Food Chain of World Wide Web and Taxonomy of Semantic Web Mining (Priyanka Bhutani, Anju Saha)....Pages 443-451 Usability Feature Optimization Using MWOA (Rishabh Jain, Deepak Gupta, Ashish Khanna)....Pages 453-462 A Computational Study on Air Pollution Assessment Modeling (A. Nayana, T. Amudha)....Pages 463-470 Sentence Similarity Using Syntactic and Semantic Features for Multi-document Summarization (M. Anjaneyulu, S. S. V. N. Sarma, P. Vijaya Pal Reddy, K. Prem Chander, S. Nagaprasad)....Pages 471-485 Topic Oriented Multi-document Summarization Using LSA, Syntactic and Semantic Features (M. Anjaneyulu, S. S. V. N. Sarma, P. Vijaya Pal Reddy, K. Prem Chander, S. Nagaprasad)....Pages 487-502 Text Summarization for Big Data: A Comprehensive Survey (Vanyaa Gupta, Neha Bansal, Arun Sharma)....Pages 503-516 Prevailing Approaches and PCURE for Data Retrieval from Large Databases (Seema Maitrey, C. K. Jha, Poonam Rana)....Pages 517-526 A Novel Framework for Automated Energy Meter Reading and Theft Detection (S. M. Adikeshavamurthy, R. Roopalakshmi, K. Swapnalaxmi, P. Apurva, M. S. Sandhya)....Pages 527-533 Comparative Analysis of Privacy-Preserving Data Mining Techniques (Neetika Bhandari, Payal Pahwa)....Pages 535-541 Back Matter ....Pages 543-546