RANCOM: A novel approach to identifying criteria relevance based on inaccuracy expert judgments

J Więckowski, B Kizielewicz, A Shekhovtsov… - … Applications of Artificial …, 2023 - Elsevier
The identification of the criteria relevance from the expert in the multi-criteria problem could
be a challenging task. It is important to provide simple and intuitive techniques that reflect …

[HTML][HTML] Global Sensitivity Analysis of environmental models: Convergence and validation

F Sarrazin, F Pianosi, T Wagener - Environmental Modelling & Software, 2016 - Elsevier
We address two critical choices in Global Sensitivity Analysis (GSA): the choice of the
sample size and of the threshold for the identification of insensitive input factors. Guidance to …

Mitochondria and cellular redox state on the route from ageing to Alzheimer's disease

G Abate, M Vezzoli, M Sandri… - Mechanisms of Ageing …, 2020 - Elsevier
Several theories have been postulated, trying to explain why and how living organisms age.
Despite some controversies and still huge open questions, a growing body of evidence …

SITW method: A new approach to re-identifying multi-criteria weights in complex decision analysis

B Kizielewicz, W Sałabun - Spectrum of Mechanical Engineering …, 2024 - smeor-journal.org
Multi-Criteria Decision Analysis (MCDA) addresses complex decision-making problems
across various fields such as logistics, management, medicine, and sustainability. MCDA …

[HTML][HTML] A multi-dimensional sensitivity analysis approach for evaluating the robustness of renewable energy sources in European countries

J Więckowski, B Kizielewicz, W Sałabun - Journal of Cleaner Production, 2024 - Elsevier
The necessity of making reliable decisions is exceptionally important in the field of
sustainable development, particularly when evaluating the management of renewable …

Inaccuracies in expert judgment: Comparative analysis of RANCOM and AHP methods in housing location selection problem

J Więckowski, J Wątróbski, W Sałabun - IEEE Access, 2024 - ieeexplore.ieee.org
The effective extraction of expert knowledge is paramount for ensuring reliable results in
decision support systems, especially considering the complexities inherent in decision …

Adaptive multi-criteria decision making for electric vehicles: A hybrid approach based on RANCOM and ESP-SPOTIS

J Więckowski, J Wątróbski, A Shkurina… - Artificial Intelligence …, 2024 - Springer
In today's globalized technological area, aligning decisions with customer preferences is
crucial yet challenging due to the complexities and uncertainties involved. Multi-Criteria …

Anxiety in neurosurgical patients undergoing nonurgent surgery during the COVID-19 pandemic

F Doglietto, M Vezzoli, A Biroli, G Saraceno, L Zanin… - Neurosurgical …, 2020 - thejns.org
OBJECTIVE The COVID-19 pandemic has forced many countries into lockdown and has led
to the postponement of nonurgent neurosurgical procedures. Although stress has been …

Mitochondrial dysfunction in peripheral blood mononuclear cells as novel diagnostic tools for non-alcoholic fatty liver disease: visualizing relationships with known …

E Garrafa, A Segala, M Vezzoli, E Bottani, B Zanini… - Diagnostics, 2023 - mdpi.com
Non-alcoholic fatty liver disease (NAFLD) is a health emergency worldwide due to its high
prevalence and the lack of specific therapies. Noninvasive biomarkers supporting NAFLD …

SESP-SPOTIS: Advancing stochastic approach for re-Identifying MCDA models

B Kizielewicz, J Więckowski, W Sałabun - International Conference on …, 2024 - Springer
Abstract Multi-Criteria Decision Analysis (MCDA) is an interdisciplinary field that addresses
decision-making problems that involve multiple conflicting criteria. MCDA methods are …