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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
Color Image Watermarking for UAVs: Ensuring Security and Integrity with DTCWT-MSVD.- Detection and Classification of Diabetic Retinopathy using Artificial Bee Colony Optimization based Hybrid Vision Multi Perceptron Model.- Evaluating Question Answering Performance of SQuAD-Based LLMs Across Varying Text Lengths.- NeuroQ: A Quantum Learning Approach for ADHD Detection from EEG Signals.- A Thematic Coding Framework for Ethical and Safety Challenges in Collaborative Robotics in Manufacturing: A Systematic Approach.- Ai-Driven Crowd Behavior Simulation for Emergency Evacuation Management.- Feature selection in missing valued information system using fuzzy complementary gain ratio.- TTG-DNFN: Triangular Trapezoidal Gaussian Membership based Deep Neuro Fuzzy Network for Student Performance Prediction.- Corner Structure Descriptors Enabled Efficient Gait Recognition.- The Rise of Artificial Intelligence Agents in Medical Sciences.- Investigation of Rectangular Dimple Textured Thrust Pad Bearing using Artificial Neural Network.- A Deep Neural Network with Feature Selection for Breast Cancer Detection using Imbalanced Multi-omics Data.- Decentralized Identity Verification for Elections: Blockchain-Powered Voting with Face and Fingerprint Security.- High-Quality Medical Image Synthesis and Class Imbalance Handling with Denoising Diffusion Probabilistic Models.- Exploring Impact of Kinesiophobia on Pain, Disability, and Quality of Life in Older Adults with Chronic Conditions: A Descriptive Study.
