Sco** review of the potentials of fuzzy cognitive maps as a modeling approach for integrated environmental assessment and management

A Mourhir - Environmental Modelling & Software, 2021 - Elsevier
Abstract Fuzzy Cognitive Maps were missing in the latest guidance by Kelly et al.(2013),
which reviewed five common integrated modeling approaches. Through a sco** review …

Using agent‐based models to develop public policy about food behaviours: future directions and recommendations

PJ Giabbanelli, R Crutzen - Computational and mathematical …, 2017 - Wiley Online Library
Most adults are overweight or obese in many western countries. Several population‐level
interventions on the physical, economical, political, or sociocultural environment have thus …

Identifying the components and interrelationships of smart cities in Indonesia: Supporting policymaking via fuzzy cognitive systems

HS Firmansyah, SH Supangkat, AA Arman… - IEEE …, 2019 - ieeexplore.ieee.org
Multiple Indonesian cities currently aim to qualify as “smart cities.” Previous research on
defining smart cities (eg, the implementation-oriented maturity model) tends to focus on …

Combining fuzzy cognitive maps with agent-based modeling: Frameworks and pitfalls of a powerful hybrid modeling approach to understand human-environment …

PJ Giabbanelli, SA Gray, P Aminpour - Environmental modelling & software, 2017 - Elsevier
Agent-based modeling (ABM) is an established technique to capture human-environment
interactions in socio-ecological systems. As a micro-model, it explicitly represents each …

Twelve questions for the participatory modeling community

R Jordan, S Gray, M Zellner, PD Glynn, A Voinov… - Earth's …, 2018 - Wiley Online Library
Participatory modeling engages the implicit and explicit knowledge of stakeholders to create
formalized and shared representations of reality and has evolved into a field of study as well …

FCMpy: a python module for constructing and analyzing fuzzy cognitive maps

S Mkhitaryan, P Giabbanelli, MK Wozniak… - PeerJ Computer …, 2022 - peerj.com
FCMpy is an open-source Python module for building and analyzing Fuzzy Cognitive Maps
(FCMs). The module provides tools for end-to-end projects involving FCMs. It is able to …

[HTML][HTML] Geographic atrophy in age-related macular degeneration: a tale of two stages

TDL Keenan - Ophthalmology Science, 2023 - Elsevier
Purpose To examine disease progression in age-related macular degeneration (AMD) at 2
distinct stages, progression to geographic atrophy (GA) versus GA expansion, by …

Should we simulate mental models to assess whether they agree?

EA Lavin, PJ Giabbanelli, AT Stefanik, SA Gray… - Proceedings of the …, 2018 - dl.acm.org
Modeling approaches can support policy coherence by capturing the logistics of an
intervention involving multiple individuals, or by identifying goals and preferences of each …

[HTML][HTML] In-Cognitive: A web-based Python application for fuzzy cognitive map design, simulation, and uncertainty analysis based on the Monte Carlo method

T Koutsellis, G Xexakis, K Koasidis, N Frilingou… - SoftwareX, 2023 - Elsevier
Abstract Fuzzy Cognitive Map** is a semi-quantitative modelling method, widely used for
decision support in various domains. However, existing software applications have been …

[HTML][HTML] Dealing with complexity: How to use a hybrid approach to incorporate complexity in health behavior interventions

S Mkhitaryan, PJ Giabbanelli, NK de Vries… - Intelligence-Based …, 2020 - Elsevier
In the process of develo** interventions targeting health behaviors (eg, smoking
cessation, safe sex, healthy nutrition), intervention planners interact with multiple types of …