Thirteen Theses on Machine Learning

Wed, 27 May 2026 00:00:00 +0000

Thirteen numbered theses on what the field optimizes, for whom, and what it refuses to count. Under review; the preprint stays citable throughout.

Toward Reducing Unproductive Container Moves: Predicting Service Requirements and Dwell Times

Mon, 06 Apr 2026 00:00:00 +0000

Two models over a container terminal’s operational data: which containers will request pre-clearance service, and how long each will dwell in the yard. Evaluated with temporal validation against the terminal’s operating rules; the paper estimates a reduction of 13 % to 23 % of total handling operations (Villalobos et al. 2026).

Home on Adolfo De Unánue

Thirteen Theses on Machine Learning

Toward Reducing Unproductive Container Moves: Predicting Service Requirements and Dwell Times