Author

Soheil Sabri

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Open access Jul 2026

Predictive Feature Engineering for Stress Detection using Physiological Signals, A Comparative Study

This paper presents a two-stage pipeline for implicit feature engineering in time series-based physiological stress detection using electrodermal activity (EDA) signals. In the first stage, we forecast three descriptive statistics of future EDA signals over short horizons (3, 5, and 10 seconds) based on a 60-second con...

J. G. Gonzalez Nunez, Soheil Sabri, Parham M. Kebria et al. · bioRxiv · 0 citations

#data science Nov 2026

A Decision Support Tool for Determining the Suitable Multifunctional Digital Twin Maturity Levels in Construction Projects

The research concludes that the DST provides stakeholders with high-level insights regarding the suitable DT maturity levels—essential for stakeholder buy-in—assists them in making data-driven decisions especially during the front-end planning stage, and helps determine realistic technology objectives that contribute t...

Amir Mahdiyar, Soheil Sabri, Sigrid Adriaenssens · Journal of construction engi... · 0 citations

Open access Aug 2026

From Ambiguity to Execution: An Agentic Neuro-Symbolic Framework for Transforming Building Regulations into Deterministic Constraints

This research proposes an Agentic Neuro-Symbolic Framework that decouples semantic interpretation from geometric verification and establishes a scalable foundation for autonomous compliance, demonstrating that AI reliability in engineering significantly improves when probabilistic models orchestrate deterministic tools...

N. Mirhosseini, D. Shojaei, Soheil Sabri · Buildings · 0 citations