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Full Description
This book gathers outstanding papers presented at the 6th International Conference on Data Science and Applications (ICDSA 2025), organized by Soft Computing Research Society (SCRS) and Malaviya National Institute of Technology Jaipur, India, from 16 to 18 July 2025. The book is divided into eight volumes, and it covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.
Contents
Optimizing Algorithmic Trading Through DRL: A Comparative Analysis of Single-Agent and Multi-Agent Models.- Crop Classification in Diverse Agricultural Landscapes: Integrating Harmonized Landsat Sentinel-2 Imagery with Machine Learning Models.- Vision Transformers Meet fMRI: Lightweight ADHD Diagnosis with Pretrained Models.- Analysis of Machine Learning-Based Music Recommendation System.- An Adaptive Privacy-Preserving Federated Learning for Real-World Healthcare Deployment.- Exploring Emerging Trends and Key Challenges in Bioinformatics, Genomics, and Computational Biology Data Integration Approaches for Advancing Personalized Medicine and Genomic Research.- Comparative Study of Zero-Shot and Supervised Learning for Tamil Tweet Sentiment Analysis.- Recognizing Bangla Numerals: A Deep Learning Approach on a Novel Handwritten Dataset.- Adaptive BioHashing via Reinforcement Learning: A Dynamic Template Protection Framework for Multimodal Biometrics.- Mango Ripeness Evaluation: A Hierarchical Deep Learning Approach.- Blockchain Based Architecture for Secure and Reliable Agriculture Chain Traceability.- ELA-BLIP 2.0: Bridging Visual Forensics and Sentence Generation with ViT-based Forgery Detection. A Survey of Data-Driven Aapproaches for Customer Sentiment Analysis in Product Strategy Enhancement.- AI-Driven Cybersecurity Threats: A Survey of Emerging Risks and Defensive Strategies.- Privacy-Preserving Business Registration via CIM and Secure Anonymized Auditing.
