Data Science Analytics and Applications: First International Conference, DaSAA 2017, Chennai, India, January 4-6, 2017, Revised Selected Papers

Description

This book constitutes the refereed proceedings of the First International Conference on Data Science Analytics and Applications, DaSAA 2017, held in Chennai, India, in January 2017.  The 16 revised full papers and 4 revised short papers presented were carefully reviewed and selected from 77 submissions. The papers address issues such as data analytics, data mining, cloud computing, machine learning, text classification and analysis, information retrieval, DSS, security, image and video processing. Front Matter ....Pages I-XX A Comparative Study of Task and Fault Tolerance Clustering Techniques for Scientific Workflow Applications in Cloud Platform (Soma Prathiba, S. Sowvarnica, B. Latha, G. Sumathi)....Pages 1-7 A Frequent and Rare Itemset Mining Approach to Transaction Clustering (Kuladeep Tummala, C. Oswald, B. Sivaselvan)....Pages 8-18 A Systematic Review on Biomedical Named Entity Recognition (U. Kanimozhi, D. Manjula)....Pages 19-37 Data Augmentation Techniques for Classifying Vertebral Bodies from MR Images (Jiyo S. Athertya, G. Saravana Kumar)....Pages 38-45 Face Tracking Using Modified Forward-Backward Mean-Shift Algorithm (V. Varadarajan, S. V. Lokesh, A. Ramesh, A. Vanitha, V. Vaidehi)....Pages 46-59 Frequent Pattern Mining Guided Tabu Search (Sandeep Avula, C. Oswald, B. Sivaselvan)....Pages 60-71 Multi-perspective and Domain Specific Tagging of Chemical Documents (S. S. Deepika, T. V. Geetha, Rajeswari Sridhar)....Pages 72-85 Partition Aware Duplicate Records Detection (PADRD) Methodology in Big Data - Decision Support Systems (Anusuya Kirubakaran, Aramudhan Murugaiyan)....Pages 86-98 Performance Analysis of Virtual Machines and Docker Containers (Babu Kavitha, Perumal Varalakshmi)....Pages 99-113 Content Based Image Retrieval with Enhanced Privacy in Cloud Using Apache Spark (Sathishkumar Easwaramoorthy, Usha Moorthy, Chunduru Anil Kumar, S. Bharath Bhushan, Vishnupriya Sadagopan)....Pages 114-128 Remote Continuous Health Monitoring System for Patients (D. Jagadish, N. Priya, R. Suganya)....Pages 129-138 Secure Data Archiving Using Enhanced Data Retention Policies (H. Sabireen, S. Kirthica, Rajeswari Sridhar)....Pages 139-152 Silhouette Based Human Action Recognition Using an Efficient Transformation Technique (T. Subetha, S. Chitrakala)....Pages 153-162 Towards Secure DNA Based Cryptosystem (M. Thangavel, P. Varalakshmi, R. Sindhuja, S. Sridhar)....Pages 163-177 Trust Management Model Based on Malicious Filtered Feedback in Cloud (P. Varalakshmi, T. Judgi, D. Balaji)....Pages 178-187 Using Online Metadata to Enhance Religious Video Search (Eunice Tan, Iris Seaman, Yiu-Kai Ng)....Pages 188-203 Back Matter ....Pages 205-205