26 citations · 40 across the 10 of their papers we have counts for
3 papers · 1 filter
Towards Personalized Explanations for Health Simulations: A Mixed-Methods Framework for Stakeholder-Centric Summarization
Philippe J. Giabbanelli, Ameeta Agrawal
Modeling & Simulation (M&S) approaches such as agent-based models hold significant potential to support decision-making activities in health, with recent examples including the ado…
Accelerating Hybrid Agent-Based Models and Fuzzy Cognitive Maps: How to Combine Agents who Think Alike?
Philippe J. Giabbanelli, Jack T. Beerman
While Agent-Based Models can create detailed artificial societies based on individual differences and local context, they can be computationally intensive. Modelers may offset thes…
Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data
Maciej K Wozniak, Samvel Mkhitaryan, Philippe j. Giabbanelli
Fuzzy Cognitive Maps (FCMs) are computational models that represent how factors (nodes) change over discrete interactions based on causal impacts (weighted directed edges) from oth…