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10th BDA 2022: Aizu, Japan - Astronomy, Science, and Engineering
- Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla:
Big Data Analytics in Astronomy, Science, and Engineering - 10th International Conference on Big Data Analytics, BDA 2022, Aizu, Japan, December 5-7, 2022, Proceedings. Lecture Notes in Computer Science 13830, Springer 2023, ISBN 978-3-031-28349-9
Data Science: Systems
- Apurva Kulkarni, Pooja Bassin, Niharika Sri Parasa, Vinu E. Venugopal, Srinath Srinivasa, Chandrashekar Ramanathan:
Ontology Augmented Data Lake System for Policy Support. 3-16 - Adriana Klimczak, Marcel Wenka, Maria Ganzha, Marcin Paprzycki:
Explorations in Active Learning Applied to Image Classification. 17-30 - Milind V. Purohit:
Discovery of Small Signals in Big Backgrounds. 31-37 - Nour Makke, Sanjay Chawla:
Neuro-Symbolic Regression with Applications. 38-50
Data Science: Architectures
- Karolina Bogacka, Anastasiya Danilenka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha, Eduardo Garro, Lambis Tassakos:
Introducing Federated Learning into Internet of Things Ecosystems - Maintaining Cooperation Between Competing Parties. 53-69 - Puneet Goswami, Victor Hugo C. de Albuquerque, Lakshita Aggarwal:
Blockchain Based B-Health Prototype for Secure Healthcare Transactions. 70-85 - Rashmi P. Sarode, Yutaka Watanobe, Subhash Bhalla:
A Blockchain-Based Approach for Audit Management of Electronic Health Records. 86-94 - N. Krishna Khanth, Sharad Jain, Suman Madan:
Sentinel: An Enhanced Multimodal Biometric Access Control System. 95-109
Big Data Analytics in Healthcare Support Systems
- Urvashi Chugh, Amit Chugh, Prabhakar Agarwal, S. Pratap Singh:
A Programmatic Solution to Stop Heartbleed Bug Attack. 113-121 - Aakash Garg, Jay Kant Pratap Singh Yadav, Sunita Yadav:
A Short Review on Cataract Detection and Classification Approaches Using Distinct Ophthalmic Imaging Modalities. 122-134 - Rakesh Kumar, Vatsala Anand, Sheifali Gupta, Maria Ganzha, Marcin Paprzycki:
Automatic Identification of Cataract by Analyzing Fundus Images Using VGG19 Model. 135-148 - Jaspinder Kaur, Ajay Kumar Sharma, Divya Punia:
Sensors Based Advanced Bluetooth Pulse Oximeter System. 149-160
Information Interchange of Web Data Resources
- Kanika Soni, Shelly Sachdeva, Arpit Goyal, Aryan Gupta, Divyanshu Bose, Subhash Bhalla:
Saral Anuyojan: An Interactive Querying Interface for EHR. 163-176 - Devesh Shukla, Shiv P. Singh:
Integrated Transmission and Distribution Modelling Using Multi-agent Based Framework. 177-187 - Rohit Kumar Gupta, Yugam Shukla, Ankit Mundra, Ritu Dewan:
Incremental SVD-Based Hybrid Movie Recommendation to Improve Content Delivery Over CDN. 188-195
Business Analytics
- Yenjou Wang, Qun Jin:
Improving Emotional Confusions in SNS Sentiment Analysis by Partial Redistribution of BERT Discrimination Results. 199-210 - Shailee Bhatia, Shelly Sachdeva, Puneet Goswami:
A Scientific Perspective of Agnihotra to Curtail Pollutants in the Air. 211-219 - Sakshi Gupta, Shikha Mehta:
Policy Driven Epidemiological (PDE) Model for Prediction of COVID-19 in India. 220-243
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