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Big Data Analytics = 8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Big Data Analytics/ edited by Ladjel Bellatreche, Vikram Goyal, Hamido Fujita, Anirban Mondal, P. Krishna Reddy.
Reminder of title:	8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings /
other author:	Bellatreche, Ladjel.
Description:	XIII, 345 p. 143 illus., 117 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Data mining. -
Online resource:	https://doi.org/10.1007/978-3-030-66665-1
ISBN:	9783030666651

Big Data Analytics = 8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings /
Big Data Analytics8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings /[electronic resource] :edited by Ladjel Bellatreche, Vikram Goyal, Hamido Fujita, Anirban Mondal, P. Krishna Reddy. - 1st ed. 2020. - XIII, 345 p. 143 illus., 117 illus. in color.online resource. - Information Systems and Applications, incl. Internet/Web, and HCI ;12581. - Information Systems and Applications, incl. Internet/Web, and HCI ;9149.

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. .

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.

ISBN: 9783030666651

Standard No.: 10.1007/978-3-030-66665-1doiSubjects--Topical Terms:

528622
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Big Data Analytics = 8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings /
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