Vol. 3 No. 1 (2026)

Articles

• Blind Device-Response Interpolation for Intermediate-Domain Unsupervised Adaptation in Cross-Device Acoustic Scene Classification

  Claire Whitmore, Lucas Bennett

  1-9

  • PDF

• Leakage-Aware Cross-Distress Modeling of Extreme-Weather Effects on Asphalt Pavements: A Controlled Multi-Output Benchmark for Cracking, Rutting, and Roughness

  Connor Ellison

  10-17

  • PDF

• Multi-Horizon Machine Learning for Bridge Deterioration Prediction and Risk-Based Maintenance Decision-Making Coherence-Constrained Forecasting, Trajectory-Level Conformal Uncertainty, and Budget-Constrained Scheduling

  Gabriel Stanton, Elena Moretti, Maya Whitaker

  18-27

  • PDF

• Robust Explainable Supplier Risk Prediction under Imperfect Domain Knowledge: Empirically Vetted Monotonic XGBoost with TreeSHAP

  Jiawen Xu, Chenhao Liu

  28-34

  • PDF