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Advances in Data Science and Management

Proceedings of ICDSM 2025, Volume 2

Paperback Engels 2026 9783032335807
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Samenvatting

This book includes high-quality papers presented at the Fourth International Conference on Data Science and Management (ICDSM 2025), organized by the Gandhi Institute for Education and Technology, Bhubaneswar, from December 19–20, 2025. It features research in which data science is used to facilitate the decision-making process in various application areas and covers a wide range of learning methods and their applications in several learning problems. The empirical studies, theoretical analyses and comparisons to psychological phenomena described contribute to the development of products to meet market demands. The work is presented in two volumes.

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Novelty in managing distributed queries linked with virtual machines using ACO Approach: A case study.- An Advanced Satisfaction-Based Home Energy  Management System Using Deep Reinforcement Learning.- Emotionally Adaptive Virtual Reality Classroom using Eye and Voice Biometrics.- Detecting Botnet Traffics with Advanced Algorithms.- Banana fruit classification using transformer based approach.- HR-Analytics of Corporate Culture: A Conceptual Model and Practical Tools for University Management.- A Multilevel Approach Using Machine Learning Techniques for Rising Star Detection in Academia.- A Spam Free Environment using Naïve Bayesian Classifier.- Performance Assessment of MANET Routing Protocols with Random Waypoint Mobility Model.- Hybrid Residual-Recurrent Model for Multilingual Script Recognition.- Performance analysis of variants of AES Cryptosystem .- Real-Time Apple Detection and Counting using  Spiking Neural Networks.- A Multilingual Indian Legal Information and Advisory Framework for Judicial Support.- Autism Spectrum Disorder Screening Using Dimensionality Reduction and Hybrid Ensemble Models.- An Implementation of a Real-Time Cryptocurrency Investment Decision Framework Using Transformer-Based Multi-Source Sentiment Analysis.- etc.

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          Advances in Data Science and Management