Overview

This book constitutes the refereed proceedings of the Second Analytics Global Conference on Analytics, Machine Learning, and Artificial Intelligence, AGC 2024, held in Kolkata, India, during March 6-7, 2024.  The 15 full papers and 3 short papers presented in these proceedings were carefully reviewed and selected from 60 submissions. The papers are organized in these topical sections: applications of analytics in business; analytics methods, tools & techniques.

Full Product Details

Author:   Suparna Dhar ,  Sanjay Goswami ,  Dinesh Kumar Unni Krishnan ,  Indranil Bose
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2024 ed.
Volume:   2224
ISBN:  

9783031751561

ISBN 10:   3031751566
Pages:   267
Publication Date:   21 November 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

.- Applications of Analytics in Business. .- Next-Gen Cold Storage Surveillance Platform. .- Attack Hypergraph: A Framework for Modeling Multi-Stage Attacks. .- Ensuring Integrity in Blockchain-Based Health Information Exchange through Collaborative Data Safeguards. .- Predictive Modelling of Airline Baggage Complaints Using Facebook Prophet: A Time Series Analysis. .- Path Planning in Disaster Management Scenarios. .- Analytics Methods, Tools & Techniques. .- Machine Learning-Driven Feature Selection for Performance Analysis in Student Mental Health. .- Utilizing Social Media for Understanding Public Opinion on Transportation in Indian Cities. .- Classification of Various Iris Patterns of Amphibians using Geometric and Color Features. .- Recognition of the Hornbill Eye’s Iris using Bit Plane Processing, Un-Sharp Masking and High Boost Filtering. .- Analyzing Post-Shopping Facial Expressions Unraveling Emotions for Enhanced Consumer Insights. .- AI Based Energy Resources Management for PV/Wind/Diesel/Battery Hybrid System. .- Unraveling the Complexity of Anti-Vax Concerns during the COVID-19 Pandemic. .- Recommending influential authors using content-based filtering and network similarity-a case study on disease-related research. .- An Examination of the Effectiveness of SMOTE-based Algorithms on Software Defect Prediction. .- Development of An Essential Education Performance Prediction Tool Using Machine Learning. .- Groundwater Quality Assessment of Indian Pumping Stations using Unsupervised Machine Learning and Cluster Analysis. .- Predicting Performance of Players in the Knockouts of Cricket World Cup Based on Their Performance in League Matches Using Machine Learning. .- Lung-UNet: A modified UNet-based DNN for COVID Lung Segmentation from Chest X-Ray and CT-Scan Images.

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