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11th BDA 2023: Delhi, India
- Vikram Goyal, Naveen Kumar, Sourav S. Bhowmick, Pawan Goyal, Navneet Goyal, Dhruv Kumar:
Big Data and Artificial Intelligence - 11th International Conference, BDA 2023, Delhi, India, December 7-9, 2023, Proceedings. Lecture Notes in Computer Science 14418, Springer 2023, ISBN 978-3-031-49600-4
Artificial Intelligence in Healthcare
- Pujari Venkata Yeswanth
, Kunal Vijay Thool, S. Deivalakshmi:
Tuberculosis Disease Diagnosis Using Controlled Super Resolution. 3-15 - V. Dinesh Datta, Sakthi Ganesh, Roland E. Haas, Asoke K. Talukder:
GREAT AI in Medical Appropriateness and Value-Based-Care. 16-33
Large Language Models
- Avinash Anand
, Mohit Gupta
, Kritarth Prasad
, Ujjwal Goel
, Naman Lal
, Astha Verma
, Rajiv Ratn Shah
:
KG-CTG: Citation Generation Through Knowledge Graph-Guided Large Language Models. 37-49 - Avinash Anand
, Arnav Goel
, Medha Hira
, Snehal Buldeo
, Jatin Kumar
, Astha Verma
, Rushali Gupta
, Rajiv Ratn Shah
:
SciPhyRAG - Retrieval Augmentation to Improve LLMs on Physics Q &A. 50-63 - Avinash Anand
, Krishnasai Addala
, Kabir Baghel
, Arnav Goel
, Medha Hira
, Rushali Gupta
, Rajiv Ratn Shah
:
Revolutionizing High School Physics Education: A Novel Dataset. 64-79 - Avinash Anand
, Kritarth Prasad
, Ujjwal Goel
, Mohit Gupta
, Naman Lal
, Astha Verma
, Rajiv Ratn Shah
:
Context-Enhanced Language Models for Generating Multi-paper Citations. 80-94 - Avinash Anand
, Atharv Jairath
, Naman Lal
, Siddhesh Bangar
, Jagriti Sikka
, Astha Verma
, Rajiv Ratn Shah
, Shin'ichi Satoh
:
GEC-DCL: Grammatical Error Correction Model with Dynamic Context Learning for Paragraphs and Scholarly Papers. 95-110
Data Analytics for Low Resource Domains
- Manisha, William Clifford
, Eugene McLaughlin, Paul Stynes
:
A Deep Learning Emotion Classification Framework for Low Resource Languages. 113-121 - Shweta Yadav:
Assessing the Efficacy of Synthetic Data for Enhancing Machine Translation Models in Low Resource Domains. 122-132
Artificial Intelligence for Innovative Applications
- Padmil Nayak, Karthick Seshadri:
Evaluation of Hybrid Quantum Approximate Inference Methods on Bayesian Networks. 135-149 - Rahul Vishwakarma
, Rucha Bhalchandra Joshi
, Subhankar Mishra
:
IndoorGNN: A Graph Neural Network Based Approach for Indoor Localization Using WiFi RSSI. 150-165 - Rajendra Kumar Roul
, Navpreet
, Jajati Keshari Sahoo
:
Ensemble-Based Road Surface Crack Detection: A Comprehensive Approach. 166-184
Potpourri
- Abhishek Pratap Singh
, Debanjan Sadhya, Santosh Singh Rathore:
Fast Similarity Search in Large-Scale Iris Databases Using High-Dimensional Hashing. 187-200 - Ritwik Mishra
, Ajeet Yadav
, Rajiv Ratn Shah
, Ponnurangam Kumaraguru
:
Explaining Finetuned Transformers on Hate Speech Predictions Using Layerwise Relevance Propagation. 201-214 - Shreya Parashar, K. G. Srinivasa:
Multilingual Speech Sentiment Recognition Using Spiking Neural Networks. 215-234 - Mrinmay Sen, C. Krishna Mohan:
FopLAHD: Federated Optimization Using Locally Approximated Hessian Diagonal. 235-245 - N. Chandra Shekar, P. Krishna Reddy, K. Anupama, A. Amarender Reddy:
A Review of Approaches on Facets for Building IT-Based Career Guidance Systems. 246-260

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