Smart Trends in Information Technology and Computer Communications: Second International Conference, SmartCom 2017, Pune, India, August 18-19, 2017, Revised Selected Papers

Description

This book constitutes the refereed proceedings of the Second International Conference on Smart Trends in Information Technology and Computer Communications, SmartCom 2017, held in Pune, India, in August 2017. The 38 revised papers presented were carefully reviewed and selected from 310 submissions. The papers address issues on smart and secure systems; smart and service computing; smart data and IT innovations. Front Matter ....Pages I-XV Front Matter ....Pages 1-1 Network Intrusion Detection System Using Ensemble of Binary Deep Learning Classifiers (Aniruddha Parvat, Souradeep Dev, Siddhesh Kadam, Jai Chavan)....Pages 3-10 Benchmarks for Evaluation of Wireless Sensor Network Clustering (Nishi Gupta, Pranav M. Pawar, Satbir Jain)....Pages 11-20 Internet Traffic Intrusion Detection System Using Adaptive Neuro-Fuzzy Inference System (Mrudul Dixit, Rajashwini Ukarande)....Pages 21-28 Forecasting Student’s Internet Utilization Through Artificial Neural Networks (Aniket Muley, Parag Bhalchandra, Pawan Wasnik)....Pages 29-36 Conversational Bots with Workflow Services Architecture for Smart Travel Systems (Hari Bhaskar Sankaranarayanan, Jayprakash Lalchandani)....Pages 37-43 Power Mitigation in High-Performance 32-Bit MIPS-Based CPU on Xilinx FPGAs (Neha Dwivedi, Pradeep Chhawcharia)....Pages 44-55 Challenges in the Field of Aspect Level Sentiment Analysis (Neha Nandal, Jyoti Pruthi, Amit Choudhary)....Pages 56-62 Feature Extraction Using DCT Based Traffic Sign Recognition (Surbhi Jha, Ajay Khunteta)....Pages 63-70 Exploring Cooperative Multi-agent Reinforcement Learning Algorithm (CMRLA) for Intelligent Traffic Signal Control (Deepak A. Vidhate, Parag Kulkarni)....Pages 71-81 TMV: Trust-Matrix-Value Based Neighbor Peer Selection for Secure Query Forwarding in P2P Networks (R. Venkadeshan, M. Jegatha)....Pages 82-91 An Efficient VM Selection Strategy for Minimization of Migration in Cloud Environment (Nimisha Patel, Hiren Patel)....Pages 92-101 Design of High Gain LNA for Wireless Front-End Communication (Ram Kumar, Jayendra Kumar, F. A. Talukdar, Nilanjan Dey, Amira S. Ashour, Fuqian Shi)....Pages 102-110 Front Matter ....Pages 111-111 Context-Aware Network for Smart City Services: A Layered Approach (Prathviraj Nagaraj, Santosh L. Deshpande)....Pages 113-119 Searching Lead to Better Search Intension for Keyword (Dipalee P. More, Ujwala M. Patil)....Pages 120-128 Real Time Surveillance and Object Tracking (Shantanu Rane, Pranav Rane, Kiran Panchal, Gargi Phadke)....Pages 129-136 Hybrid Clustering Based Smart Crawler (Swati G. Bhoi, Ujwala M. Patil)....Pages 137-144 Binding Affinity Prediction Models for Spinocerebellar Ataxia Using Supervised Learning (P. R. Asha, M. S. Vijaya)....Pages 145-152 A Load Aware Routing Technique Using AODV Modification (Bharat Pahadiya, Jitendra Sharma)....Pages 153-160 Multiple Independent Path Finding Algorithm for Concurrent Data Transmission in Dual Frequency and Dual Polarized MANETs (Sandhya Chilukuri, Kaustubh Nabar, Govind Kadambi)....Pages 161-177 Analyzing the Effect of Database Dimensionality on Performance of Adaptive Apriori Algorithm (Shubhangi D. Patil, Ratnadeep R. Deshmukh, Dnyaneshwar K. Kirange, Swapnil Waghmare)....Pages 178-185 Public Auditing Schemes (PAS) for Dynamic Data in Cloud: A Review (Dipa Dharamadhikari, Sharvaree Tamne)....Pages 186-191 Advanced LTE (5G) in Medical IOT-Research, Future and Scope (R. Dhaya, S. Suganth Maharaja, J. Sowmya, R. Kanthavel)....Pages 192-200 Decision Tree Based Model for the Classification of Pathogenic Gene Sequences Causing ASD (V. Pream Sudha, M. S. Vijaya)....Pages 201-212 Noise Removal Framework for Market Basket Analysis (Roshan Gangurde, Binod Kumar, Sharad D. Gore)....Pages 213-224 Load Balanced Efficient Routing Technique for Mobility Based RPL (K. Sneha, B. G. Prasad)....Pages 225-235 A Formal Approach for Evaluating Data Warehouse Metrics (Anjana Gosain, Jaspreeti Singh)....Pages 236-243 Financial Data Mining: Appropriate Selection of Tools, Techniques and Algorithms (Akash Saxena, Navneet Sharma, Khushoo Saxena, Satyen M. Parikh)....Pages 244-251 Front Matter ....Pages 253-253 Forecasting Energy Consumption from Smart Home Sensor Network by Deep Learning (Nilanjan Dey, Simon Fong, Wei Song, Kyungeun Cho)....Pages 255-265 Predicted Call and Residual Lifetime Based Channel Allocation Model for Primary User Equivalent QoS in Cognitive Radio Cellular Network (Neeta Nathani, G. C. Manna)....Pages 266-278 A Binary Classification Approach to Lead Identification and Qualification (Prasad Gokhale, Pratima Joshi)....Pages 279-291 Bacterial Colony Optimization for Data Rate Evaluation in Cognitive Cellular Network (Sharada Ohatkar, Komal Tupe)....Pages 292-299 A Simulation Model for Concurrent Propagation of Multi-band RF Signal in Space Frequency Reuse Based MANETs (Sandhya Chilukuri, D. Varun, Kaustubh Nabar, Govind R. Kadambi)....Pages 300-316 Enhancement of Land Cover and Land Use Classification Accuracy Using Spectral and Textural Features of Fused Images (Parminder Kaur Birdi, Karbhari Kale)....Pages 317-325 A Dual Protocol Stack for Intelligent Traffic Monitoring System (S. Sasirekha, S. Swamynathan)....Pages 326-337 Novel Concept of Query-Prototype and Query-Similarity for Semantic Search (Shilpa S. Laddha, Pradip M. Jawandhiya)....Pages 338-345 A Novel Feature for Recognition of Protein Family Using ANN and Machine Learning (Babasaheb S. Satpute, Raghav Yadav, Satendra Singh)....Pages 346-353 Recognition of Protein Family Using a Novel Classification System (Babasaheb S. Satpute, Raghav Yadav)....Pages 354-361 Back Matter ....Pages 363-364