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

ISBN-13: 9783030666644 / Angielski / Miękka / 2021 / 345 str.

Ladjel Bellatreche; Vikram Goyal; Hamido Fujita

Spis treści

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.