Analytics, Machine Learning, and Artificial Intelligence

Second Analytics Global Conference, AGC 2024, Kolkata, India, March 6–7, 2024, Revised Selected Papers

AvSuparna Dhar,Sanjay Goswami

Häftad, Engelska, 2024

Del 2224 i serien Communications in Computer and Information Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2024-11-21
Mått:155 x 235 x 16 mm
Vikt:429 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:267
Förlag:Springer International Publishing AG
ISBN:9783031751561

Utforska kategorier

Innehållsförteckning

.- 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.