Human-centered Data Analytics: Technology for Sustainable Development (eBook, PDF)

Third Analytics Global Conference, AGC 2025, Kolkata, India, March 8-9, 2025, Revised Selected Papers
Redaktion: Dhar, Suparna; Chen, Xi; Mazumdar, Chandan; Dubey, Rameshwar; Bose, Indranil; Unni Krishnan, Dinesh Kumar; Goswami, Sanjay

• Format: PDF

Produktbeschreibung

This book constitutes the refereed proceedings of the Third Analytics Global Conference on Human-centered Data Analytics: Technology for Sustainable Development, AGC 2025, held in Kolkata, India, during March 8-9, 2025.

The 16 full papers presented in these proceedings were carefully reviewed and selected from 46 submissions. The papers are organized in these topical sections: Health and Well-Being; Social Well-Being; Financial Security.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 285
• Erscheinungstermin: 18. November 2025
• Englisch
• ISBN-13: 9783032091536
• Artikelnr.: 75925511

Inhaltsangabe

.- Health and Well-Being.
.- Deep Learning for Depression Detection Using EEG Signals: A RNN Based
Approach.
.- Detection of gynecological and andrological cancers using AI: A Review.
.- Developing a framework driven by analytics to forecast the binding free
energy level and, consequently, the new inhibitor nature of medicinal
chemical compounds.
.- Dynamic Weighted Deep Learning Ensemble Model for Accurate Cervical
Cancer Classification from Pap Smear Images .
.- Is The Indian Information Technology Sector COVID-19 Infected?.
.- SLR Framework: Enhancing Communication for Deaf Individuals with Smart
Glove and Machine Learning.
.- Social Well-Being.
.- Automated Thematic Analysis of CSR Reports Using Machine Learning.
.- Information Hiding by Graph Labelling through AI.
.- Machine Learning of Forced Convection Heat Transfer.
.- Simulated Longitudinal Dynamic Decision Networks (SLDDN).
.- The Effects on Bug Resolution Time: A Causal Discovery Perspective.
.- Vulgar Language Detection using web-scraped X data: A Machine Learning
Approach.
.- Financial Security.
.- ATM Fraud Detection using Streaming Data Analytics.
.- FedELF: A Privacy-preserving Federated Classification using Iterative
Extreme Learning Factory.
.- Gen AI-Assisted Copilot for Risk Analysts.
.- Nowcasting the Financial Time Series with Streaming Data Analytics under
Apache Spark.