Human-centered Data Analytics: Technology for Sustainable Development

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.

. - 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.