Big Data Analytics: 8th International Conference, BDA 2020, Sonepat, India, December 15-18, 2020, Proceedings

by Ladjel Bellatreche (Editor), Vikram Goyal (Editor), Hamido Fujita (Editor), Anirban Mondal (Editor), P. Krishna Reddy (Editor)

Overview

This book constitutes the proceedings of the 8th International Conference on Big Data Analytics, BDA 2020, which took place during December 15-18, 2020, in Sonepat, India.
The 11 full and 3 short papers included in this volume were carefully reviewed and selected from 48 submissions; the book also contains 4 invited and 3 tutorial papers. The contributions were organized in topical sections named as follows: data science systems; data science architectures; big data analytics in healthcare; information interchange of Web data resources; and business analytics.

Product Details

ISBN-13:	9783030666644
Publisher:	Springer International Publishing
Publication date:	01/02/2021
Series:	Lecture Notes in Computer Science , #12581
Edition description:	1st ed. 2020
Pages:	345
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

Data Science : Systems.- A Comparison of Data Science Systems.- Architectural Patterns for Integrating Data Lakes into Data Warehouse Architectures.- Study and Understanding the Significance of Multilayer ELM Feature Space.- Spectral Learning of Semantic Units in a Sentence Pair to Evaluate Semantic Textual Similarity.- Data Science : Architectures.- i-Fence: A Spatio-Temporal Context-Aware Geofencing Framework for Triggering Impulse Decisions.- Face Mask Detection using Transfer Learning of InceptionV3.- Analysis of GPS trajectories mapping on shape files using spatial computing approaches.- Big Data Analytics in Healthcare.- A Transfer Learning Approach to Classify the Brain Age from MRI Images.- ‘Precision Health’: Balancing Reactive Care and Proactive Care through the Evidence Based Knowledge Graph Constructed from Real-World Electronic Health Records, Disease Trajectories, Diseasome, and Patholome.- Prediction for the Second Wave of COVID-19 in India.- Texture Feature Extraction: Impact of Variants on Performance of Machine Learning Classifiers: Study on Chest X-ray – Pneumonia Images.- Computer-Aided Diagnosis of Thyroid Dysfunction: A Survey.- Information Interchange of Web Data Resources.- Generic Key Value Extractions from Emails.- Next Generation Web: Technologies and Services.- Adversarial Collusion on the Web: State-of-the-art and Future Directions.- Comparing performance of classifiers applied to disaster detection in Twitter tweets: preliminary considerations.- Business Analytics.- Applying machine learning to anomaly detection in car insurance sales.- Authorship Identification using Stylometry and Document Fingerprinting Decisions.- A Revenue-based Product Placement Framework to Improve Diversity in Retail Businesses.- Recommending Question-Answers for enriching Textbooks.- OWI: Open-world Intent Identification framework for Dialog Based System.