03817nam 2200457 450 99657425980331620231213075805.03-031-49601-910.1007/978-3-031-49601-1(MiAaPQ)EBC30985609(Au-PeEL)EBL30985609(DE-He213)978-3-031-49601-1(EXLCZ)992925025540004120231213d2023 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBig Data and Artificial Intelligence 11th International Conference, BDA 2023, Delhi, India, December 7-9, 2023, Proceedings /Vikram Goyal [and five others], editorsFirst edition.Cham, Switzerland :Springer, Springer Nature Switzerland AG,[2023]©20231 online resource (274 pages)Lecture Notes in Computer Science Series ;Volume 14418Print version: Goyal, Vikram Big Data and Artificial Intelligence Cham : Springer,c2024 9783031496004 Includes bibliographical references and index.Keynote Lectures -- Representation Learning for Dialog Models -- Sparsity, modularity, and structural plasticity in deep neural networks -- Artificial Intelligence in Healthcare -- Tuberculosis disease diagnosis using controlled super resolution -- GREAT AI in Medical Appropriateness and Value-Based-Care -- Large Language Models -- KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models -- SciPhyRAG - Retrieval Augmentation to Improve LLMs on Physics Q&A -- Revolutionizing High School Physics Education: A Novel Dataset -- Context-Enhanced Language Models for Generating Multi-Paper Citations -- GEC-DCL: Grammatical Error Correction Model with Dynamic Context Learning for Paragraphs & Scholarly Papers -- Data Analytics for Low Resource Domains -- A Deep Learning Emotion Classification Framework for Low Resource Languages -- Assessing the Efficacy of Synthetic Data for Enhancing Machine Translation Models in Low Resource Domains -- Artificial Intelligence for Innovative Applications -- Evaluation of Hybrid Quantum Approximate Inference Methods on Bayesian Networks -- IndoorGNN: A Graph Neural Network based approach for Indoor Localization using WiFi RSSI -- Ensemble-Based Road Surface Crack Detection: A Comprehensive Approach -- Potpourri -- Fast similarity search in large-scale Iris databases using high-dimensional hashing -- Explaining Finetuned Transformers on Hate Speech Predictions using Layerwise Relevance Propagation -- Multilingual Speech Sentiment Recognition using Spiking Neural Networks -- FopLAHD: Federated optimization using Locally Approximated Hessian Diagonal -- A Review of Approaches on Facets for Building IT-based Career Guidance Systems.This book constitutes the proceedings of the 11th International Conference on Big Data and Artificial Intelligence, BDA 2023, held in Delhi, India, during December 7–9, 2023. The17 full papers presented in this volume were carefully reviewed and selected from 67 submissions. The papers are organized in the following topical sections: Keynote Lectures, Artificial Intelligence in Healthcare, Large Language Models, Data Analytics for Low Resource Domains, Artificial Intelligence for Innovative Applications and Potpourri. .Lecture notes in computer science ;Volume 14418.Artificial intelligenceCongressesArtificial intelligence006.3Goyal VikramMiAaPQMiAaPQMiAaPQBOOK996574259803316Big Data and Artificial Intelligence3660790UNISA