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Analytics, Machine Learning, and Artificial Intelligence: Second Analytics Global Conference, AGC 2024, Kolkata, India, March 6–7, 2024, Revised Selected Papers(2224 Communications in Computer and Information Science)

Analytics, Machine Learning, and Artificial Intelligence: Second Analytics Global Conference, AGC 2024, Kolkata, India, March 6–7, 2024, Revised Selected Papers(2224 Communications in Computer and Information Science)

          
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About the Book

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.

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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Product Details
  • ISBN-13: 9783031751561
  • Publisher: Springer International Publishing AG
  • Publisher Imprint: Springer International Publishing AG
  • Height: 235 mm
  • No of Pages: 267
  • Returnable: N
  • Sub Title: Second Analytics Global Conference, AGC 2024, Kolkata, India, March 6–7, 2024, Revised Selected Papers
  • ISBN-10: 3031751566
  • Publisher Date: 21 Nov 2024
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Series Title: 2224 Communications in Computer and Information Science
  • Width: 155 mm


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Analytics, Machine Learning, and Artificial Intelligence: Second Analytics Global Conference, AGC 2024, Kolkata, India, March 6–7, 2024, Revised Selected Papers(2224 Communications in Computer and Information Science)
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Analytics, Machine Learning, and Artificial Intelligence: Second Analytics Global Conference, AGC 2024, Kolkata, India, March 6–7, 2024, Revised Selected Papers(2224 Communications in Computer and Information Science)
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