23 citations · 91 across the 8 of their papers we have counts for
11 papers
Exploring Multi-Agent Reinforcement Learning for Unrelated Parallel Machine Scheduling
Maria Zampella, Urtzi Otamendi, Xabier Belaunzaran +4
Scheduling problems pose significant challenges in resource, industry, and operational management. This paper addresses the Unrelated Parallel Machine Scheduling Problem (UPMS) wit…
Integrated Water Resource Management in the Segura Hydrographic Basin: An Artificial Intelligence Approach
Urtzi Otamendi, Mikel Maiza, Igor G. Olaizola +3
Managing resources effectively in uncertain demand, variable availability, and complex governance policies is a significant challenge. This paper presents a paradigmatic framework…
A scalable framework for annotating photovoltaic cell defects in electroluminescence images
Urtzi Otamendi, Inigo Martinez, Igor G. Olaizola +1
The correct functioning of photovoltaic (PV) cells is critical to ensuring the optimal performance of a solar plant. Anomaly detection techniques for PV cells can result in signifi…
Integrating pre-processing pipelines in ODC based framework
U. Otamendi, I. Azpiroz, M. Quartulli +1
Using on-demand processing pipelines to generate virtual geospatial products is beneficial to optimizing resource management and decreasing processing requirements and data storage…
Geo-imagery management and statistical processing in a regional context using Open Data Cube
U. Otamendi, I. Azpiroz, M. Quartulli +4
We propose a methodology to manage and process remote sensing and geo-imagery data for non-expert users. The proposed system provides automated data ingestion and manipulation capa…
Closed-Form Diffeomorphic Transformations for Time Series Alignment
Iñigo Martinez, Elisabeth Viles, Igor G. Olaizola
Time series alignment methods call for highly expressive, differentiable and invertible warping functions which preserve temporal topology, i.e diffeomorphisms. Diffeomorphic warpi…