Publications

An experimental design for comparing interactive methods based on their desirable properties

B. Afsar, J. Silvennoinen, F. Ruiz, A. B. Ruiz, G. Misitano, K. Miettinen
Annals of Operations Research, 1-22, 2024.
DOI | open-access

Enhancing the decision-support capabilities of interactive multiobjective optimization with explainability

G. Misitano
University of Jyväskylä, JYU Dissertations, 2024.
URI

Exploring the explainable aspects and performance of a learnable evolutionary multiobjective optimization method

G. Misitano
ACM Transactions on Evolutionary Learning and Optimization 4 (1), 1-39, 2024.
DOI | open-access

Designing empirical experiments to compare interactive multiobjective optimization methods

B. Afsar, J. Silvennoinen, G. Misitano, F. Ruiz, A. B. Ruiz, K. Miettinen
Journal of the Operational Research Society 74 (11), 2327-2338, 2023.
DOI | open-access

Integration of lot sizing and safety strategy placement using interactive multiobjective optimization

A. Kania, J. Sipilä, G. Misitano, K. Miettinen, J. Lehtimäki
Computers & Industrial Engineering 173, 108731, 2022.
DOI | open-access

Towards explainable interactive multiobjective optimization: R-XIMO

G. Misitano, B. Afsar, G. Lárraga, K. Miettinen
Autonomous Agents and Multi-Agent Systems 36 (2), 43, 2022.
DOI | open-access

Interactivized: Visual Interaction for better decisions with interactive multiobjective optimization

J. Hakanen, S. Radoš, G. Misitano, B. S. Saini, K. Miettinen, K. Matković
IEEE Access 10, 33661-33678, 2022.
DOI | open-access

DESDEO: The modular and open source framework for interactive multiobjective optimization

G. Misitano, B. S. Saini, B. Afsar, B. Shavazipour, K. Miettinen
IEEE Access 9, 148277-148295, 2021.
DOI | open-access

Interactively learning the preferences of a decision maker in multi-objective optimization utilizing belief-rules

G. Misitano
2020 IEEE symposium series on computational intelligence (SSCI), 133-140, 2020.
DOI | open-access

INFRINGER: A novel interactive multi-objective optimization method able to learn a decision maker’s preferences utilizing machine learning

G. Misitano
Master's thesis, University of Jyväskylä, 2020.
URI

Kaksoisbeetahajoaminen: Neutriinon massa ja sen kokeellinen määrittäminen

G. Misitano
Bachelor's thesis, University of Jyväskylä, 2016.
URI