EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing: BDCC 2018

Description

This proceeding features papers discussing big data innovation for sustainable cognitive computing. The papers feature detail on cognitive computing and its self-learning systems that use data mining, pattern recognition and natural language processing (NLP) to mirror the way the human brain works. This international conference focuses on cognitive computing technologies, from knowledge representation techniques and natural language processing algorithms to dynamic learning approaches. Topics covered include Data Science for Cognitive Analysis, Real-Time Ubiquitous Data Science, Platform for Privacy Preserving Data Science, and Internet-Based Cognitive Platform. The EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing (BDCC 2018), took place on 13 – 15 December 2018 in Coimbatore, India. Front Matter ....Pages i-xii Front Matter ....Pages 1-1 Data Security in the Cloud via Artificial Intelligence with Vector Quantization for Image Compression (Srinivasa Kiran Gottapu, Pranav Vallabhaneni)....Pages 3-8 A Hybrid Ant–Fuzzy Approach for Data Clustering in a Distributed Environment (K. Sumangala, S. Sathappan)....Pages 9-16 S-Transform-Based Efficient Copy-Move Forgery Detection Technique in Digital Images (Rajeev Rajkumar, Sudipta Roy, Kh. Manglem Singh)....Pages 17-29 Neuro-Fuzzy Ant Bee Colony Based Feature Selection for Cancer Classification (S. Gilbert Nancy, K. Saranya, S. Rajasekar)....Pages 31-40 Entity Resolution for Maintaining Electronic Medical Record Using OYSTER (Tanya Gupta, Varad Deshpande)....Pages 41-50 Lifetime Improvement of Wireless Sensor Networks Using Tree-Based Routing Protocol (Sushaptha Rajagopal, R. Vani, J. C. Kavitha, R. Saravanan)....Pages 51-61 An Energy-Efficient Distributed Unequal Clustering Approach for Lifetime Maximization in Wireless Sensor Network (S. Manikandan, M. Jeyakarthic)....Pages 63-76 An Effective Big Data and Blockchain (BD-BC) Based Decision Support Model for Sustainable Agriculture System (M. Dakshayini, B. V. Balaji Prabhu)....Pages 77-86 An SDN-Based Strategy for Reliable Data Transmission in Mobile Wireless Sensor Networks (V. Shubha Rao, M. Dakshayini)....Pages 87-96 Different Aspects of 5G Wireless Network: An Overview (Akash R. Kathavate, Bhanu Priya, Rajeshwari Hegde, Sharath Kumar)....Pages 97-108 Intelligent Systems for Volumetric Feature Recognition from CAD Mesh Models (Vaibhav Hase, Yogesh Bhalerao, Saurabh Verma, G. J. Vikhe)....Pages 109-119 Factors Affecting a Mobile Learning System: A Case Study (Sudhindra B. Deshpande, Shrinivas R. Mngalwede, Padma Dandannavar)....Pages 121-129 Document Similarity Approach Using Grammatical Linkages with Graph Databases (V. Priya, K. Umamaheswari)....Pages 131-135 Missing Data Handling by Mean Imputation Method and Statistical Analysis of Classification Algorithm (K. Maheswari, P. Packia Amutha Priya, S. Ramkumar, M. Arun)....Pages 137-149 Task Identification System for Elderly Paralyzed Patients Using Electrooculography and Neural Networks (S. Ramkumar, G. Emayavaramban, K. Sathesh Kumar, J. Macklin Abraham Navamani, K. Maheswari, P. Packia Amutha Priya)....Pages 151-161 A Software-Defined Networking (SDN) Architecture for Smart Trash Can Using IoT (T. Vairam, S. Sarathambekai, D. Vigneshwaran)....Pages 163-172 Modified K-Nearest Neighbor Fuzzy Classifier Using Group Prototypes and Its Application to Skin Segmentation (Priyadarshan Dhabe, Mukesh P. Chugwani, Vaibhav B. Kahalekar)....Pages 173-180 Enhancing Cooperative Spectrum Sensing in Flying Cell Towers for Disaster Management Using Convolutional Neural Networks (M. Suriya, M. G. Sumithra)....Pages 181-190 Emoticons and Their Effects on Sentiment Analysis of Twitter Data (P. S. Dandannavar, S. R. Mangalwede, S. B. Deshpande)....Pages 191-201 Prediction of Customer Churn Using Machine Learning (Saifil Momin, Tanuj Bohra, Purva Raut)....Pages 203-212 Prediction of Crop Yield Using Fuzzy-Neural System (Bindu Garg, Tanya Sah)....Pages 213-220 Speed Estimation and Detection of Moving Vehicles Based on Probabilistic Principal Component Analysis and New Digital Image Processing Approach (T. V. Mini, V. Vijayakumar)....Pages 221-230 A Posture Recognition System for Assisted Self-Learning of Yoga by Cognitive Impaired Older People for the Prevention of Falls (K. Ponmozhi, P. Deepalakshmi)....Pages 231-237 Improved UFHLSNN (IUFHLSNN) for Generalized Representation of Knowledge and Its CPU Parallel Implementation Using OpenMP (Priyadarshan S. Dhabe, Sanman D. Sabane)....Pages 239-248 Performance Evaluation of Multihop Multibranch DF Relaying Cooperative Wireless Network (M. Dayanidhy, V. Jawahar Senthil Kumar)....Pages 249-258 Predicting Property Prices: A Universal Model (E. Poovammal, Mayank Kumar Nagda, K. Annapoorani)....Pages 259-268 Facial Based Human Age Estimation Using Deep Belief Network (Anjali A. Shejul, Kishor S. Kinage, B. Eswara Reddy)....Pages 269-277 Randomized Agent-Based Model for Mobile Customer Retention Behaviour Prediction (N. Sandhya, Philip Samuel, Mariamma Chacko)....Pages 279-286 Keyword-Based Approach for Detecting Civil Unrest Events from Social Media (J. Joslin Iyda, P. Geetha)....Pages 287-298 Socioeconomic Status Classification of Geographic Regions in Sri Lanka Through Anonymized Call Detail Records (W. O. K. I. S. Wijesinghe, C. U. Kumarasinghe, J. Mannapperuma, K. L. D. U. Liyanage)....Pages 299-311 Front Matter ....Pages 313-313 Hand Gesture Based Human-Computer Interaction Using Arduino (S. Shreevidya, N. Namratha, V. M. Nisha, M. Dakshayini)....Pages 315-321 An Automatic Diabetes Risk Assessment System Using IoT Cloud Platform (M. Sujaritha, R. Sujatha, R. Anitha Nithya, A. Sunitha Nandhini, N. Harsha)....Pages 323-327 Message and Image Encryption Embedding Data to GF(2m) Elliptic Curve Point for Nodes in Wireless Sensor Networks (G. Leelavathi, K. Shaila, K. R. Venugopal)....Pages 329-338 Crack Detection in Welded Images: A Comprehensive Survey (L. Mohanasundari, P. Sivakumar)....Pages 339-352 An Effective Hybridized Classifier Integrated with Homomorphic Encryption to Enhance Big Data Security (R. Udendhran, M. Balamurgan)....Pages 353-360 AI Powered Analytics App for Visualizing Accident-Prone Areas (Preethi Harris, Rajesh Nambiar, Anand Rajasekharan, Bhavesh Gupta)....Pages 361-367 Front Matter ....Pages 369-369 IOT Based Autonomous Inventory Management for Warehouses (A. Madhu Vamsi, P. Deepalakshmi, P. Nagaraj, Akash Awasthi, Anup Raj)....Pages 371-376 Internal Repeats of Human Organs (B. Ramya, E. S. Samundeeswari)....Pages 377-380 Bitcoin Prediction and Time Series Analysis (Krishna Chakravarty, Manjusha Pandey, Siddharth Routaray)....Pages 381-391 Smart Active Helmet (W. Gracy Theresa, A. Gayathri)....Pages 393-400 Back Matter ....Pages 401-412