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Big Data Analytics : 8th International Conference, BDA 2020, Sonepat, India, December 15-18, 2020, Proceedings / edited by Ladjel Bellatreche, Vikram Goyal, Hamido Fujita, Anirban Mondal, P. Krishna Reddy.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 12581
- Information Systems and Applications, incl. Internet/Web, and HCI ; 12581
- Language:
- English
- Subjects (All):
- Data mining.
- Natural language processing (Computer science).
- Coding theory.
- Information theory.
- Application software.
- Education-Data processing.
- Data Mining and Knowledge Discovery.
- Natural Language Processing (NLP).
- Coding and Information Theory.
- Computer and Information Systems Applications.
- Computers and Education.
- Local Subjects:
- Data Mining and Knowledge Discovery.
- Natural Language Processing (NLP).
- Coding and Information Theory.
- Computer and Information Systems Applications.
- Computers and Education.
- Physical Description:
- 1 online resource (XIII, 345 pages) : 143 illustrations, 117 illustrations in color.
- Edition:
- 1st ed. 2020.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2020.
- System Details:
- text file PDF
- Summary:
- 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.
- 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. .
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-66665-1
- 9783030666651
- Access Restriction:
- Restricted for use by site license.
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