Information and Communication Technology for Intelligent Systems: Proceedings of ICTIS 2018, Volume 1

Description

The book gathers papers addressing state-of-the-art research in all areas of Information and Communication Technologies and their applications in intelligent computing, cloud storage, data mining and software analysis. It presents the outcomes of the third International Conference on Information and Communication Technology for Intelligent Systems, which was held on April 6–7, 2018, in Ahmedabad, India. Divided into two volumes, the book discusses the fundamentals of various data analytics and algorithms, making it a valuable resource for researchers’ future studies. Front Matter ....Pages i-xv Novel Peak-to-Average Power Reduction Technique in Combination with Adaptive Digital Pre-distortion (V. Kiran, K. L. Sudha, Vinila Nagaraj)....Pages 1-10 Semantic Segmentation Using Deep Learning for Brain Tumor MRI via Fully Convolution Neural Networks (Sanjay Kumar, Ashish Negi, J. N. Singh)....Pages 11-19 An Efficient Cryptographic Mechanism to Defend Collaborative Attack Against DSR Protocol in Mobile Ad hoc Networks (E. Suresh Babu, S. Naganjaneyulu, P. V. Srivasa Rao, G. K. V. Narasimha Reddy)....Pages 21-30 Materialized Queries with Incremental Updates (Sonali Chakraborty, Jyotika Doshi)....Pages 31-40 Big Data as Catalyst for Urban Service Delivery (Praful Gharpure)....Pages 41-52 Traffic Signal Automation Through IoT by Sensing and Detecting Traffic Intensity Through IR Sensors (Sameer Parekh, Nilam Dhami, Sandip Patel, Jaimin Undavia)....Pages 53-65 Performance Evaluation of Various Data Mining Algorithms on Road Traffic Accident Dataset (Sadiq Hussain, L. J. Muhammad, F. S. Ishaq, Atomsa Yakubu, I. A. Mohammed)....Pages 67-78 Casper: Modification of Bitcoin Using Proof of Stake (Nakul Sheth, Priteshkumar Prajapati, Ayesha Shaikh, Parth Shah)....Pages 79-85 Provable Data Possession Using Identity-Based Encryption (Smit Kadvani, Aditya Patel, Mansi Tilala, Priteshkumar Prajapati, Parth Shah)....Pages 87-94 Classification of Blood Cancer and Form Associated Gene Networks Using Gene Expression Profiles (Tejal Upadhyay, Samir Patel)....Pages 95-106 Stock Market Decision-Making Model Based on Spline Approximation Using Minimax Criterion (I. Yu. Vygodchikova, V. N. Gusyatnikov, G. Yu. Chernyshova)....Pages 107-114 Developing a Multi-modal Transport System by Linkage of Local Public Transport with Commuter Trains Using Software as a Service (SaaS) Architecture (Godson Michael D’silva, Lukose Roy, Anoop Kunjumon, Azharuddin Khan)....Pages 115-123 Accelerate the Execution of Graph Processing Using GPU (Shweta Nitin Aher, Sandip M. Walunj)....Pages 125-132 Ischemic Heart Disease Deduction Using Doppler Effect Spectrogram (Ananthi Sheshasaayee, V. Meenakshi)....Pages 133-141 Transmission Expansion Planning for 133 Bus Tamil Nadu Test System Using Artificial Immune System Algorithm (S. Prakash, Joseph Henry)....Pages 143-153 Survey and Evolution Study Focusing Comparative Analysis and Future Research Direction in the Field of Recommendation System Specific to Collaborative Filtering Approach (Axita Patel, Amit Thakkar, Nirav Bhatt, Purvi Prajapati)....Pages 155-163 Flower Pollination Optimization and RoI for Node Deployment in Wireless Sensor Networks (Kapil Keswani, Anand Bhaskar)....Pages 165-174 Exploring Causes of Crane Accidents from Incident Reports Using Decision Tree (Krantiraditya Dhalmahapatra, Kritika Singh, Yash Jain, J. Maiti)....Pages 175-183 A Novel Controlled Rectifier to Achieve Maximum Modulation Using AC-AC Matrix Converter with Improved Modulation (K. Bhaskar, Parvathi Vijayan)....Pages 185-191 Service Quality Parameters for Social Media-Based Government-to-Citizen Services (Sukhwinder Singh, Anuj Kumar Gupta, Lovneesh Chanana)....Pages 193-206 Slot-Loaded Multiband Miniaturized Rectangular Microstrip Antenna for Mobile Communications (Sajeed S. Mulla, Shraddha S. Deshpande)....Pages 207-218 Prediction of a Movie’s Success Using Data Mining Techniques (Shikha Mundra, Arjun Dhingra, Avnip Kapur, Dhwanika Joshi)....Pages 219-227 Brain Tumor Segmentation with Skull Stripping and Modified Fuzzy C-Means (Aniket Bilenia, Daksh Sharma, Himanshu Raj, Rahul Raman, Mahua Bhattacharya)....Pages 229-237 Extended Security Model over Data Communication in Online Social Networks (P. Mareswara Rao, K. Rajashekara Rao)....Pages 239-249 Emotional Strategy in the Classroom Based on the Application of New Technologies: An Initial Contribution (Hector F. A. Gomez, Susana A. T. Arias, T. Edwin Fabricio Lozada, C. Carlos Eduardo Martínez, Freddy Robalino, David Castillo et al.)....Pages 251-261 Using Clustering for Package Cohesion Measurement in Aspect-Oriented Systems (Puneet Jai Kaur, Sakshi Kaushal)....Pages 263-274 Fungal Disease Detection in Maize Leaves Using Haar Wavelet Features (Anupama S. Deshapande, Shantala G. Giraddi, K. G. Karibasappa, Shrinivas D. Desai)....Pages 275-286 Features Extraction and Dataset Preparation for Grading of Ethiopian Coffee Beans Using Image Analysis Techniques (Karpaga Selvi Subramanian, S. Vairachilai, Tsadkan Gebremichael)....Pages 287-298 An Overview of Internet of Things: Architecture, Protocols and Challenges (Pramod Aswale, Aditi Shukla, Pritam Bharati, Shubham Bharambe, Shekhar Palve)....Pages 299-308 Assay: Hybrid Approach for Sentiment Analysis (D. V. Nagarjuna Devi, Thatiparti Venkata Rajini Kanth, Kakollu Mounika, Nambhatla Sowjanya Swathi)....Pages 309-318 Animal/Object Identification Using Deep Learning on Raspberry Pi (Param Popat, Prasham Sheth, Swati Jain)....Pages 319-327 Efficient Energy Harvesting Using Thermoelectric Module (Pallavi Korde, Vijaya Kamble)....Pages 329-340 Refining Healthcare Monitoring System Using Wireless Sensor Networks Based on Key Design Parameters (Uttara Gogate, Jagdish Bakal)....Pages 341-349 OLabs of Digital India, Its Adaptation for Schools in Côte d’Ivoire, West Africa (Hal Ahassanne Demba, Prema Nedungadi, Raghu Raman)....Pages 351-361 Energy Harvesting Based on Magnetic Induction (A. A. Gaikwad, S. B. Kulkarni)....Pages 363-370 Design of Asset Tracking System Using Speech Recognition (Ankita Pendse, Arun Parakh, H. K. Verma)....Pages 371-379 Cybercrime: To Detect Suspected User’s Chat Using Text Mining (Khan Sameera, Pinki Vishwakarma)....Pages 381-390 Techniques to Extract Topical Experts in Twitter: A Survey (Kuljeet Kaur, Divya Bansal)....Pages 391-399 Comparison of BOD5 Removal in Water Hyacinth and Duckweed by Genetic Programming (Ramkumar Mahalakshmi, Chandrasekaran Sivapragasam, Sankararajan Vanitha)....Pages 401-408 Mathematical Modeling of Gradually Varied Flow with Genetic Programming: A Lab-Scale Application (Chandrasekaran Sivapragasam, Poomalai Saravanan, Kaliappan Ganeshmoorthy, Atchutha Muhil, Sundharamoorthy Dilip, Sundarasrinivasan Saivishnu)....Pages 409-416 A Hybrid Intrusion Detection System for Hierarchical Filtration of Anomalies (Pragma Kar, Soumya Banerjee, Kartick Chandra Mondal, Gautam Mahapatra, Samiran Chattopadhyay)....Pages 417-426 A Novel Method for Image Encryption (Ravi Saharan, Sadanand Yadav)....Pages 427-434 PPCS-MMDML: Integrated Privacy-Based Approach for Big Data Heterogeneous Image Set Classification (D. Franklin Vinod, V. Vasudevan)....Pages 435-443 Polynomial Time Subgraph Isomorphism Algorithm for Large and Different Kinds of Graphs (Rachna Somkunwar, Vinod M. Vaze)....Pages 445-453 Study of Different Document Representation Models for Finding Phrase-Based Similarity (Preeti Kathiria, Harshal Arolkar)....Pages 455-464 Predicting Consumer’s Complaint Behavior in Telecom Service: An Empirical Study of India, Sri Lanka, and Bangladesh (Amandeep Singh, P. Vigneswara Ilavarasan)....Pages 465-472 Computational Intelligence in Embedded System Design: A Review (Jonti Talukdar, Bhavana Mehta, Sachin Gajjar)....Pages 473-484 Knowledge-Based Approach for Word Sense Disambiguation Using Genetic Algorithm for Gujarati (Zankhana B. Vaishnav, Priti S. Sajja)....Pages 485-494 Compressive Sensing Approach to Satellite Hyperspectral Image Compression (K. S. Gunasheela, H. S. Prasantha)....Pages 495-503 Development of Low-Cost Embedded Vision System with a Case Study on 1D Barcode Detection (Vaishali Mishra, Harsh K. Kapadia, Tanish H. Zaveri, Bhanu Prasad Pinnamaneni)....Pages 505-513 Path Planning of Mobile Robot Using PSO Algorithm (S. Pattanayak, S. Agarwal, B. B. Choudhury, S. C. Sahoo)....Pages 515-522 An Application of Maximum Probabilistic-Based Rough Set on ID3 (Utpal Pal, Sharmistha Bhattacharya (Halder))....Pages 523-531 A Novel Algorithm for Video Super-Resolution (Rohita Jagdale, Sanjeevani Shah)....Pages 533-544 Counting the Number of People in Crowd as a Part of Automatic Crowd Monitoring: A Combined Approach (Yashna Bharti, Ravi Saharan, Ashutosh Saxena)....Pages 545-552 Improving Image Quality for Detection of Illegally Parked Vehicle in No Parking Area (Rikita Nagar, Hiteishi Diwanji)....Pages 553-561 Analysis of Image Inconsistency Based on Discrete Cosine Transform (DCT) (Vivek Mahale, Mouad M. H. Ali, Pravin L. Yannawar, Ashok Gaikwad)....Pages 563-571 Implementation of Word Sense Disambiguation on Hadoop Using Map-Reduce (Anuja Nair, Kaushik Kyada, Neel Zadafiya)....Pages 573-580 Low-Power ACSU Design for Trellis Coded Modulation (TCM) Decoder (N. N. Thune, S. L. Haridas)....Pages 581-588 Enhancing Security of Android-Based Smart Devices: Preventive Approach (Nisha Shah, Nilesh Modi)....Pages 589-597 Survey of Techniques Used for Tolerance of Flooding Attacks in DTN (Maitri Shah, Pimal Khanpara)....Pages 599-607 An In-Depth Survey of Techniques Employed in Construction of Emotional Lexicon (Pallavi V. Kulkarni, Meghana B. Nagori, Vivek P. Kshirsagar)....Pages 609-620 DWT-Based Blind Video Watermarking Using Image Scrambling Technique (C. N. Sujatha, P. Sathyanarayana)....Pages 621-628 Fractals: A Novel Method in the Miniaturization of a Patch Antenna with Bandwidth Improvement (Geeta Kalkhambkar, Rajashri Khanai, Pradeep Chindhi)....Pages 629-637 Adaptive Live Task Migration in Cloud Environment for Significant Disaster Prevention and Cost Reduction (Namra Bhadreshkumar Shah, Tirth Chetankumar Thakkar, Shrey Manish Raval, Harshal Trivedi)....Pages 639-654 Lip Tracking Using Deformable Models and Geometric Approaches (Sumita Nainan, Vaishali Kulkarni)....Pages 655-663 Highly Secure DWT Steganography Scheme for Encrypted Data Hiding (Vijay Kumar Sharma, Pratistha Mathur, Devesh Kumar Srivastava)....Pages 665-673 A Novel Approach to the ROI Extraction in Palmprint Classification (Swati R. Zambre, Abhilasha Mishra)....Pages 675-684 A Novel Video Genre Classification Algorithm by Keyframe Relevance (Jina Varghese, K. N. Ramachandran Nair)....Pages 685-696 Reduction of Hardware Complexity of Digital Circuits by Threshold Logic Gates Using RTDs (Muhammad Khalid, Shubhankar Majumdar, Mohammad Jawaid Siddiqui)....Pages 697-710 Analysis of High-Power Bidirectional Multilevel Converters for High-Speed WAP-7D Locomotives (J. Suganthi Vinodhini, R. Samuel Rajesh Babu)....Pages 711-724 A Study on Different Types of Base Isolation System over Fixed Based (M. Tamim Tanwer, Tanveer Ahmed Kazi, Mayank Desai)....Pages 725-734 Suppression of Speckle Noise in Ultrasound Images Using Bilateral Filter (Ananya Gupta, Vikrant Bhateja, Avantika Srivastava, Aditi Gupta)....Pages 735-741 Back Matter ....Pages 743-745