Advances in Computing and Data Sciences: Second International Conference, ICACDS 2018, Dehradun, India, April 20-21, 2018, Revised Selected Papers, Part ... Computer and Information Science Book 906)

This two-volume set (CCIS 905 and CCIS 906) constitutes the refereed proceedings of the Second International Conference on Advances in Computing and Data Sciences, ICACDS 2018, held in Dehradun, India, in April 2018. The 110 full papers were carefully reviewed and selected from 598 submissions. The papers are centered around topics like advanced computing, data sciences, distributed systems organizing principles, development frameworks and environments, software verification and validation, computational complexity and cryptography, machine learning theory, database theory, probabilistic representations. Front Matter ....Pages I-XXI Unsupervised Time Series Data Analysis for Error Pattern Extraction for Predictive Maintenance (Vidya Ravi, Ravindra Patil)....Pages 1-10 Glacier Terminus Position Monitoring and Modelling Using Remote Sensing Data (Rahul Nijhawan, Kanupriya Jain)....Pages 11-23 Multiple Imputation Inference for Missing Values in Distributed Datasets Using Apache Spark (Sathish Kaliamoorthy, S. Mary Saira Bhanu)....Pages 24-33 Optimal Threshold Coverage Area (OTCA) Algorithm for Random Deployment of Sensor Nodes in Large Asymmetrical Terrain (Anamika Sharma, Siddhartha Chauhan)....Pages 34-42 Dataset Expansion and Accelerated Computation for Image Classification: A Practical Approach (Aditya Mohan, Nafisuddin Khan)....Pages 43-54 Resilient Algorithm Solution for MongoDB Applications (Ayush Jindal, Pavi Saraswat, Chandan Kapoor, Punit Gupta)....Pages 55-65 An Automatic Annotation Scheme for Scene Text Archival Applications (Ayatullah Faruk Mollah, Subhadip Basu, Mita Nasipuri)....Pages 66-76 FDSS: Fuzzy Based Decision Support System for Aspect Based Sentiment Analysis in Big Data (A. Jenifer Jothi Mary, L. Arockiam)....Pages 77-87 Load Adaptive and Priority Based MAC Protocol for Body Sensors and Consumer Electronic (CE) Devices ( Deepshikha, Siddhartha Chauhan)....Pages 88-97 ProRank-Product Ranking on the Basis of Twitter Sentiment Analysis (Aysha Khan, Rashid Ali)....Pages 98-107 Parallelization of Protein Clustering Algorithm Using OpenMP (Dhruv Dhar, Lakshana Hegde, Mahesh S. Patil, Satyadhyan Chickerur)....Pages 108-118 Intelligent Face Recognition System for Visually Impaired (Riya Goyal, Karan Kalra, Parteek Kumar, Sanmeet Kaur)....Pages 119-128 Ranking of Cancer Mediating Genes: A Novel Approach Using Genetic Algorithm in DNA Microarray Gene Expression Dataset (Sujay Saha, Priyojit Das, Anupam Ghosh, Kashi Nath Dey)....Pages 129-137 Hand Gesture Recognition Using Gaussian Threshold and Different SVM Kernels (Shifali Sharma, Shatrughan Modi, Prashant Singh Rana, Jhilik Bhattacharya)....Pages 138-147 Using Concept Map Network Based CLE for Teaching Learning and Evaluating the Knowledge Acquired by Learners (Sharma Minakshi, Chawla Sonal)....Pages 148-157 Go-Park: A Parking Lot Allocation System in Smart Cities (Tanmoy Mukherjee, Shayon Gupta, Poulomi Sen, Vijay Pandey, Kamalesh Karmakar)....Pages 158-166 A Question Answering Model Based on Semantic Matcher for Support Ticketing System (Suyog Trivedi, Gopichand Agnihotram, Balaji Jagan, Pandurang Naik)....Pages 167-176 Multiple CAs Based Framework to Provide Remote Palliative Care for Patients Undergoing Chemotherapy (H. Lathashree, Niveditha J. Moka Katte, K. P. Pooja, K. Bhargavi, B. Sathish Babu)....Pages 177-186 A Collaborative Filtering Approach for Movies Recommendation Based on User Clustering and Item Clustering ( Shristi, Alok Kumar Jagadev, Sachi Nandan Mohanty)....Pages 187-196 Investigations of Optimized Optical Network Performance Under Different Traffic Models (Himanshi Saini, Amit Kumar Garg)....Pages 197-204 Deployment Consideration on Secure Computation for Radix-16 Scalar Multiplication (Gautam Kumar, Hemraj Saini, U. M. Fernandes Dimlo)....Pages 205-216 Clustering of Social Networking Data Using SparkR in Big Data (Navneet Kaur, Niranjan Lal)....Pages 217-226 Impact of Disruptive Technology on Juvenile Disruptive Behavior in Classroom (Vani Ramesh)....Pages 227-238 Learners’ Satisfaction Analysis Using Machine Learning Approaches (Maksud Ahamad, Nesar Ahmad)....Pages 239-248 Data Analysis: Opinion Mining and Sentiment Analysis of Opinionated Unstructured Data (Harshi Garg, Niranjan Lal)....Pages 249-258 Mobile Handset Selection Using Evolutionary Multi-objective Optimization Considering the Cost and Quality Parameters (Anurag Tiwari, Vivek Kumar Singh, Praveen Kumar Shukla)....Pages 259-268 An Adaptive Feature Dimensionality Reduction Technique Based on Random Forest on Employee Turnover Prediction Model (Md. Kabirul Islam, Mirza Mohtashim Alam, Md. Baharul Islam, Karishma Mohiuddin, Amit Kishor Das, Md. Shamsul Kaonain)....Pages 269-278 A Comparative Evolution of Unsupervised Techniques for Effective Network Intrusion Detection in Hadoop (Priyanka Dahiya, Devesh Kumar Srivastava)....Pages 279-287 Effective Traffic Management to Avoid Traffic Congestion Using Recursive Re-routing Algorithm (K. Geetha, N. Sasikaladevi, G. T. Dhayaleni)....Pages 288-297 A Normalized Cosine Distance Based Regression Model for Data Prediction in WSN (Arun Agarwal, Amita Dev)....Pages 298-308 Comparative Study of Regression Models Towards Performance Estimation in Soil Moisture Prediction (Amarendra Goap, Deepak Sharma, A. K. Shukla, C. Rama Krishna)....Pages 309-316 Dynamics of Modified Leslie-Gower Model with Stochastic Influences (V. Nagaraju, B. R. Tapas Bapu, S. Pradeep, V. Madhusudanan)....Pages 317-326 Electricity Consumption Forecasting Using Time Series Analysis (Praphula Kumar Jain, Waris Quamer, Rajendra Pamula)....Pages 327-335 A Comparative Analysis of Fuzzy Logic Based Query Expansion Approaches for Document Retrieval (Dilip Kumar Sharma, Rajendra Pamula, D. S. Chauhan)....Pages 336-345 Trends and Macro-economic Determinants of FDI Inflows to India (Jyoti Gupta)....Pages 346-358 A Technical Evaluation of Neo4j and Elasticsearch for Mining Twitter Data (Janet Zhu, Sreenivas Sremath Tirumala, G. Anjan Babu)....Pages 359-369 Visibility Prediction in Urban Localities Using Clustering (Apeksha Aggarwal, Durga Toshniwal)....Pages 370-379 Handling Web Spamming Using Logic Approach (Laxmi Ahuja)....Pages 380-387 Spider Monkey Optimization Algorithm with Enhanced Learning ( Bhagwanti, Harish Sharma, Nirmala Sharma)....Pages 388-401 Performance Evaluation of Wavelet Based Image Compression for Wireless Multimedia Sensor Network (Addisalem Genta, D. K. Lobiyal)....Pages 402-412 NavIC Relative Positioning with Smoothing Filter and Comparison with Standalone NavIC (Ashish K. Shukla, Pooja K. Thakkar, Saurabh Bhalla)....Pages 413-422 Extended Kalman Filter Based User Position Algorithm for Terrestrial Navigation System (Ashish K. Shukla, Komal G. Bansal, Saurabh Bhalla)....Pages 423-432 Investigation of Iterative and Direct Strategies with Recurrent Neural Networks for Short-Term Traffic Flow Forecasting (Armando Fandango, Amita Kapoor)....Pages 433-441 Comparative Analysis of Pre- and Post-Classification Ensemble Methods for Android Malware Detection (Shikha Badhani, Sunil K. Muttoo)....Pages 442-453 Design and Implementation of a New Model for Privacy Preserving Classification of Data Streams (Aradhana Nyati, Shashi Kant Dargar, Sandeep Sharda)....Pages 454-462 Partial Confirmatory Factor Analysis for E-Service Delivery Outcomes Using E-Tools Provided by the Government (Seema Sahai, Gurinder Singh)....Pages 463-470 Finding Association Between Genes by Applying Filtering Mechanism on Microarray Dataset (Gauri Bhanegaonkar, Rakhi Wajgi, Dipak Wajg)....Pages 471-478 Comparitive Study of Bergman and Augmented Minimal Model with Conventional Controller for Type 1 Diabetes (Surekha Kamath, Cifha Crecil Dias, K. Pawan Kumar, Meenal Budhiraja)....Pages 479-488 Performance Comparison of Machine Learning Classification Algorithms (K. M. Veena, K. Manjula Shenoy, K. B. Ajitha Shenoy)....Pages 489-497 Deep Learning and GPU Based Approaches to Protein Secondary Structure Prediction (Maulika S. Patel)....Pages 498-506 J-PAKE and ECC Based Authentication Protocol for Smart Grid Network (Aarti Agarkar, Himanshu Agrawal)....Pages 507-522 Motion Detection for Video Surveillance System (Aditi Kumbhar, P. C. Bhaskar)....Pages 523-534 An Android Based Smart Environmental Monitoring System Using IoT (Sangeeta Kumari, Manasi H. Kasliwal, Nandakishor D. Valakunde)....Pages 535-544 Detection of Fruit Ripeness Using Image Processing (Anuprita Mande, Gayatri Gurav, Kanchan Ajgaonkar, Pooja Ombase, Vaishali Bagul)....Pages 545-555 Comparative Study of Different Approaches to Inverse Kinematics (Ayush Gupta, Prasham Bhargava, Sankalp Agrawal, Ankur Deshmukh, Bhakti Kadam)....Pages 556-563 Semitransparency Effect in a Video Using Deep Learning Approach (Pavan Dongare, M. Sridevi)....Pages 564-573 Back Matter ....Pages 575-578