
New Frontiers in Data Science
Description
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This book constitutes the refereed proceedings of the 4th Southwest Data Science Conference on New Frontiers in Data Science, SDSC 2025, held in Waco, TX, USA, during March 21-22, 2025.
The 11 full papers and included in this book were carefully reviewed and selected from 64 submissions. They were organized in topical sections as follows: Ethical AI-Driven Data Science; New Data-Science Infrastructure & Platforms; Attention-Enhanced Deep Learning; Biomedical & Educational Data Science; and AI-Driven Supply Chain & Operations Management.
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Content
.- Ethical AI-Driven Data Science.
.- Explainable Diagnosis of Alzheimer's Disease Using Graph Kolmogorov-Arnold Networks.
.- Ethical Bytes in Newsroom: Mapping AI's Future in Journalism.
.- New Data-Science Infrastructure & Platforms.
.- Unleashing Mojo: Accelerating K-Nearest-Neighbor Learning.
.- A Practical Comparison of Bayesian Computing Platforms in R.
.- Attention-Enhanced Deep Learning.
.- CATC-Net: A Co-Attention-Guided Temporal Capsule Network for Speech Emotion Recognition.
.- YOLOv5-TS: Attention-Augmented Traffic-Sign Detection with Lightweight BiFPN Fusion.
.- Biomedical & Educational Data Science.
.- Epidemiological and Transcriptomic Analysis of a Multidrug-Resistant Pseudomonas aeruginosa Strain.
.- Feature Engineering on LMS Data to Optimize Student Performance Prediction.
.- Socio-Economic Effects on Health and Well-Being Using U.S. County-Level Data.
.- AI-Driven Supply Chain & Operations Management.
.- Automatic Pricing and Replenishment Decisions for Vegetable Products Based on Grey Prediction Model and 0-1 Programming.
.- Optimization of Multi-Factory Remanufacturing Process with Drone Delivery Using Dueling.
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