Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Strategic Decision-Making in SMEs: A Review of Heuristics and Machine Learning for Multi-Objective Optimization

Published in Computation, 2025

A comprehensive review of heuristics, metaheuristics, and machine learning approaches for multi-objective optimization in SMEs, addressing adoption barriers and providing a practical framework for strategic decision-making under resource constraints.

Recommended citation: Molina-Abril, G., Calvet, L., Juan, A. A., & Riera, D. (2025). Strategic Decision-Making in SMEs: A Review of Heuristics and Machine Learning for Multi-Objective Optimization Computation, 13(7), 173. https://doi.org/10.3390/computation13070173

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Conference Papers

Towards an Evaluative AI Framework for Hypothesis-Driven Strategic Decision-Making in SMEs

Published in IDEAL 2025 - 26th International Conference on Intelligent Data Engineering and Automated Learning, 2025

An approach based on the Evaluative AI paradigm where AI actively assists humans throughout the decision-making process in SMEs, focusing on evidence-based co-reasoning, hypothesis testing, and context-aware reasoning.

Recommended citation: Molina-Abril, G., Calvet, L., Riera, D. (2026). Towards an Evaluative AI Framework for Hypothesis-Driven Strategic Decision-Making in SMEs. In: Martínez, L., et al. Intelligent Data Engineering and Automated Learning – IDEAL 2025. IDEAL 2025. Lecture Notes in Computer Science, vol 16238. Springer, Cham. https://doi.org/10.1007/978-3-032-10486-1_34

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Towards a Framework Driven by Use Cases in Data-heterogeneous Environments

Published in Actas de las XXVII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2023) - SISTEDES, 2023

A use case-driven framework to facilitate data consumption and analysis in data-heterogeneous environments, addressing adoption barriers in companies transitioning to data-driven operations.

Recommended citation: Molina, G., Caralt, O., Martínez, J. A., Cánovas Izquierdo, J. L. (2023). Towards a Framework Driven by Use Cases in Data-heterogeneous Environments. In: Durán Toro, A. (ed.) Actas de las XXVII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2023). Sistedes (2023). https://hdl.handle.net/11705/JISBD/2023/4201

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Gines Molina-Abril