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E-raamat: AGC 2023: First Analytics Global Conference, AGC 2023, Kolkata, India, April 28-29, 2023, Proceedings

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AGC 2023: First Analytics Global Conference, AGC 2023, Kolkata, India, April 28-29, 2023, ProceedingsSuurem pilt
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This book constitutes the refereed proceedings of the 1st  Analytics Global Conference, AGC 2023, held in Kolkata, India, in April  2023. The AGC conference sought to facilitate industry-academia interfacing in the domain of machine learning and artificial intelligence.

The 11 full papers presented in these proceedings were carefully reviewed and selected from 36 submissions. The papers are organized in the two topical sections: Applications of Analytics in Business and Machine Learning & Deep Learning and Text Analytics.
Applications of Analytics in Business.- Efficiency and Benchmarking
using DEA and Tessellation in Retail Stores.- A Machine Learning framework
developed by leveraging the Topological Pattern Analysis of Bitcoin Addresses
in Blockchain Network for Ransomware Identification.- A Taxonomy and Survey
of Software Bill of Materials (SBOM) Generation Approaches.- Find Your Donor
(FYD): An Algorithmic Approach Towards Empowering Lives & Innovating
Healthcare.- Machine Learning, Deep Learning and Text Analytics.- Deep
Learning-based Multiple Detection Techniques of Covid-19 Disease from Chest
X-Ray Images using Advanced Image Processing Methods and Transfer
Learning.- Classification Model to predict the Outcome of an IPL
Match.- Knowledge Graph-based Evaluation Metric for Conversational AI
Systems: A step towards Quantifying Semantic Textual Similarity.- Are we
nearing Singularity? A study of language capabilities of
ChatGPT.- THRESHOLDING TECHNIQUES COMPARSION ON GRAYSCALE IMAGE
SEGMENTATION.- Automated Pneumonia Diagnosis from Chest X-rays using Deep
Learning Techniques.- Detecting Emotional Impact on Young Minds based on Web
Page text Classification using Data Analytics and Machine Learning.
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