Philippe J. Giabbanelli

137 papers A 1B 1C 3Misc 18Journal 66Unranked 45

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Guide to Large Language Models in Modeling and Simulation: From Core Techniques to Critical Challenges. CoRR Philippe J. Giabbanelli
2026	J	`jnl`	An artificial intelligence approach to support adolescent suicide prevention initiatives in the United States. Artif. Intell. Medicine Luke Liang, Ryan Schuerkamp, Ketra L. Rice, M. Melissa Brown, Nisha Nataraj, Jennifer Mendoza-Alonzo, Curtis S. Florence, Andrew Page, Christopher R. Harper, Benjamin D. Maldonado, Brendan Moran, Philippe J. Giabbanelli
2026	J	`jnl`	Connecting modeling requirements and the choice of activation functions in fuzzy cognitive map simulations. Neural Comput. Appl. Péter Révay, Philippe J. Giabbanelli, Steven Gray
2026	J	`jnl`	Socio-Spatial Patterns of Suicide Mortality in the United States. CoRR Kushagra Tiwari, M. Amin Rahimian, Marie-Laure Charpignon, Philippe J. Giabbanelli, Praveen Kumar
2025	—	`conf`	A Parameter-Free Model for the Online Spread of Far-Right Messages: Combining Agent-Based Models with Large-Language Models. ICCS (Workshops 2) Stephen Zhong, Nathalie Japkowicz, Frédéric Amblard, Philippe J. Giabbanelli
2025	J	`jnl`	Are We Ready for Synchronous Conceptual Modeling in Augmented Reality? A Usability Study on Causal Maps with HoloLens 2. Inf. Anish Shrestha, Philippe J. Giabbanelli
2025	J	`jnl`	Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies. Knowl. Based Syst. Ryan Schuerkamp, Hannah Ahlstrom, Philippe J. Giabbanelli
2025	J	`jnl`	Benchmarking and Assessing Transformations Between Text and Causal Maps via Large Language Models. Appl. Ontology Philippe J. Giabbanelli, Tyler J. Gandee, Ameeta Agrawal, Niyousha Hosseinichimeh
2025	—	`conf`	Combining and Simplifying the Mental Models of Participants: An Edge Centrality-Based Method for Fuzzy Cognitive Maps. MODELS-C Ryan Schuerkamp, Philippe J. Giabbanelli
2025	—	`conf`	Do we Still Need People? Comparing Human and LLM Personas in Political Modeling and Simulation. MODELS-C Stephen Zhong, Nathalie Japkowicz, Philippe J. Giabbanelli
2025	J	`jnl`	Faithful Narratives from Complex Conceptual Models: Should Modelers or Large Language Models Simplify Causal Maps? Mach. Learn. Knowl. Extr. Tyler J. Gandee, Philippe J. Giabbanelli
2025	J	`jnl`	From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools. CoRR Philippe J. Giabbanelli, John Beverley, Istvan David, Andreas Tolk
2025	J	`jnl`	Guiding evolutionary algorithms with large language models to learn fuzzy cognitive maps. Neural Comput. Appl. Ryan Schuerkamp, Philippe J. Giabbanelli
2025	J	`jnl`	Leveraging Virtual Reality and Haptics to Teach Surgical Skills: A Usability Study on Retropubic Midurethral Slings. Digit. Lauren Siff, Ginger S. Watson, Jerome Dixon, Moshe Feldman, Franklin Bost, Philippe J. Giabbanelli
2025	J	`jnl`	Mitigation of Gender and Ethnicity Bias in AI-Generated Stories through Model Explanations. CoRR Martha O. Dimgba, Sharon Oba, Ameeta Agrawal, Philippe J. Giabbanelli
2025	A	`conf`	Rethinking Learning: The Role of Unlearning in Generative AI-Based Conceptual Modeling. ER Shahnewaz Karim Sakib, Stephen W. Liddle, Christopher J. Lynch, Ameeta Agrawal, Philippe J. Giabbanelli
2025	J	`jnl`	Towards Personalized Explanations for Health Simulations: A Mixed-Methods Framework for Stakeholder-Centric Summarization. CoRR Philippe J. Giabbanelli, Ameeta Agrawal
2024	Misc	`conf`	Accelerating Hybrid Agent-Based Models and Fuzzy Cognitive Maps: How to Combine Agents who Think Alike? WSC Philippe J. Giabbanelli, Jack Beerman
2024	J	`jnl`	Accelerating Hybrid Agent-Based Models and Fuzzy Cognitive Maps: How to Combine Agents who Think Alike? CoRR Philippe J. Giabbanelli, Jack Beerman
2024	J	`jnl`	Big data meets storytelling: using machine learning to predict popular fanfiction. Soc. Netw. Anal. Min. Duy Nguyen, Stephen Zigmond, Samuel Glassco, Bach Tran, Philippe J. Giabbanelli
2024	Misc	`conf`	Broadening Access to Simulations for End-Users via Large Language Models: Challenges and Opportunities. WSC Philippe J. Giabbanelli, Jose J. Padilla, Ameeta Agrawal
2024	J	`jnl`	Broadening Access to Simulations for End-Users via Large Language Models: Challenges and Opportunities. CoRR Philippe J. Giabbanelli, Jose J. Padilla, Ameeta Agrawal
2024	—	`conf`	Can Large Language Models Learn Conceptual Modeling by Looking at Slide Decks and Pass Graduate Examinations? An Empirical Study. ER (Workshops) Noé Y. Flandre, Philippe J. Giabbanelli
2024	—	`conf`	Combining Natural Language Generation and Graph Algorithms to Explain Causal Maps Through Meaningful Paragraphs. ER (Workshops) Tyler J. Gandee, Philippe J. Giabbanelli
2024	J	`jnl`	Commemorating SIMULATION's 100th volume: selected articles by Editorial Board members. Simul. Philippe J. Giabbanelli, Gabriel A. Wainer
2024	—	`conf`	Design and Development of a Collaborative Augmented Reality Environment for Systems Science. HICSS Philippe J. Giabbanelli, Anish Shrestha, Loic Demay
2024	J	`jnl`	Experimental evaluation of a machine learning approach to improve the reproducibility of network simulations. Simul. Luke Liang, Hieu Phan, Philippe J. Giabbanelli
2024	J	`jnl`	Extensions of Fuzzy Cognitive Maps: A Systematic Review. ACM Comput. Surv. Ryan Schuerkamp, Philippe J. Giabbanelli
2024	—	`conf`	Generative AI for Systems Thinking: Can a GPT Question-Answering System Turn Text into the Causal Maps Produced by Human Readers? HICSS Philippe J. Giabbanelli, Nathan Witkowicz
2024	J	`jnl`	Guiding prevention initiatives by applying network analysis to systems maps of adverse childhood experiences and adolescent suicide. Netw. Sci. Benjamin D. Maldonado, Ryan Schuerkamp, Cassidy M. Martin, Ketra L. Rice, Nisha Nataraj, Margaret M. Brown, Christopher R. Harper, Curtis S. Florence, Philippe J. Giabbanelli
2024	J	`jnl`	Identifying Informative Features to Evaluate Student Knowledge as Causal Maps. Int. J. Artif. Intell. Educ. Bao Wang, Philippe J. Giabbanelli
2024	J	`jnl`	Leveraging Artificial Intelligence and Participatory Modeling to Support Paradigm Shifts in Public Health: An Application to Obesity and Evidence-Based Policymaking. Inf. Philippe J. Giabbanelli, Grace MacEwan
2024	—	`conf`	Narrating Causal Graphs with Large Language Models. HICSS Philippe J. Giabbanelli, Atharva Phatak, Vijay Mago, Ameeta Agrawal
2024	J	`jnl`	Narrating Causal Graphs with Large Language Models. CoRR Atharva Phatak, Vijay K. Mago, Ameeta Agrawal, Aravind Inbasekaran, Philippe J. Giabbanelli
2024	J	`jnl`	Systems Thinking and Models in Public Health. Syst. Philippe J. Giabbanelli, Andrew Page
2024	J	`jnl`	Transitioning from Individuals to Groups in Knowledge Map Construction. Technol. Knowl. Learn. Bao Wang, Andrew A. Tawfik, Charles Wayne Keene, Philippe J. Giabbanelli
2023	J	`jnl`	A framework for the comparison of errors in agent-based models using machine learning. J. Comput. Sci. Jack Beerman, Gwendal G. Beaumont, Philippe J. Giabbanelli
2023	J	`jnl`	Data Science in Health Services. Inf. Philippe J. Giabbanelli, Jennifer M. Badham
2023	—	`conf`	Facilitating the Interoperability and Reuse of Extensions of Fuzzy Cognitive Maps. ANNSIM Ryan Schuerkamp, Philippe J. Giabbanelli, Nicolas Daclin
2023	—	`conf`	Fast Generation of Heterogeneous Mental Models from Longitudinal Data by Combining Genetic Algorithms and Fuzzy Cognitive Maps. HICSS David Bernard, Sylvain Cussat-Blanc, Philippe J. Giabbanelli
2023	J	`jnl`	GPT-Based Models Meet Simulation: How to Efficiently Use Large-Scale Pre-Trained Language Models Across Simulation Tasks. CoRR Philippe J. Giabbanelli
2023	Misc	`conf`	GPT-Based Models Meet Simulation: How to Efficiently use Large-Scale Pre-Trained Language Models Across Simulation Tasks. WSC Philippe J. Giabbanelli
2023	Misc	`conf`	How to combine models? Principles and mechanisms to aggregate fuzzy cognitive maps. WSC Ryan Schuerkamp, Philippe J. Giabbanelli, Umberto Grandi, Sylvie Doutre
2023	J	`jnl`	Human Factors in Leveraging Systems Science to Shape Public Policy for Obesity: A Usability Study. Inf. Philippe J. Giabbanelli, Chirag X. Vesuvala
2023	—	`conf`	Identifying the Building Blocks of Social Simulation Models: A Qualitative Analysis using Open-Source Codes in NetLogo. ANNSIM Shannon Cheng, Philippe J. Giabbanelli, Zaiyi Kuang
2023	—	`conf`	On the Necessity of Human Decision-Making Errors to Explain Vaccination Rates for Covid-19: an Agent-Based Modeling Study. ANNSIM Jack Beerman, Gwendal G. Beaumont, Philippe J. Giabbanelli
2023	—	`conf`	Preserving Simulation Insight While Removing Data: Verification of Compressed Simulation Traces via Machine Learning. ANNSIM My Nguyen, Duc Vu, Anh Vo, Luke Liang, Philippe J. Giabbanelli
2023	J	`jnl`	Simulation Models for Suicide Prevention: A Survey of the State-of-the-Art. Comput. Ryan Schuerkamp, Luke Liang, Ketra L. Rice, Philippe J. Giabbanelli
2023	—	`conf`	Software Technology to Develop Large-Scale Self-Adaptive Systems: Accelerating Agent-Based Models and Fuzzy Cognitive Maps via CUDA. HICSS Kareem A. Ghumrawi, Kim Ha, Jack Beerman, John-David Rudie, Philippe J. Giabbanelli
2023	Misc	`conf`	Towards An Automatic Construction Of Simulation Scenarios: A Systematic Review. WSC Christopher W. H. Davis, Antonie J. Jetter, Philippe J. Giabbanelli
2022	J	`jnl`	(Re)shaping online narratives: when bots promote the message of President Trump during his first impeachment. PeerJ Comput. Sci. Michael C. Galgoczy, Atharva Phatak, C. Danielle Vinson, Vijay K. Mago, Philippe J. Giabbanelli
2022	Misc	`conf`	A New Application of Machine Learning: Detecting Errors in Network Simulations. WSC Maciej K. Wozniak, Luke Liang, Hieu Phan, Philippe J. Giabbanelli
2022	J	`jnl`	An Experimental Study on the Scalability of Recent Node Centrality Metrics in Sparse Complex Networks. Frontiers Big Data Alexander J. Freund, Philippe J. Giabbanelli
2022	—	`conf`	Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data. ICCS (3) Maciej K. Wozniak, Samvel Mkhitaryan, Philippe J. Giabbanelli
2022	J	`jnl`	Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data. CoRR Maciej K. Wozniak, Samvel Mkhitaryan, Philippe J. Giabbanelli
2022	Misc	`conf`	Automatically Explaining a Model: Using Deep Neural Networks to Generate Text From Causal Maps. WSC Anish Shrestha, Kyle Mielke, Tuong Anh Nguyen, Philippe J. Giabbanelli
2022	Misc	`conf`	Design and Deployment of a Simulation Platform: Case Study of an Agent-Based Model for Youth Suicide Prevention. WSC Joshua Huddleston, Michael C. Galgoczy, Kareem A. Ghumrawi, Philippe J. Giabbanelli, Ketra L. Rice, Nisha Nataraj, Margaret M. Brown, Christopher R. Harper, Curtis S. Florence
2022	J	`jnl`	Editorial: Scalable Network Generation & Analysis. Frontiers Big Data Philippe J. Giabbanelli, Samarth Swarup, Renaud Lambiotte, Giuseppe Mangioni
2022	J	`jnl`	FCMpy: a python module for constructing and analyzing fuzzy cognitive maps. PeerJ Comput. Sci. Samvel Mkhitaryan, Philippe J. Giabbanelli, Maciej K. Wozniak, Gonzalo Nápoles, Nanne K. de Vries, Rik Crutzen
2022	J	`jnl`	Hybrid Agent-Based Simulation of Adoption Behavior and Social Interactions: Alternatives, Opportunities, and Pitfalls. IEEE Trans. Comput. Soc. Syst. Ashkan Negahban, Philippe J. Giabbanelli
2022	J	`jnl`	Hybrid Models That Combine Machine Learning and Simulations. Comput. Sci. Eng. Philippe J. Giabbanelli
2022	J	`jnl`	Introduction to the Special Section on PADS 2020. ACM Trans. Model. Comput. Simul. Philippe J. Giabbanelli, Christopher D. Carothers
2022	J	`jnl`	Pathways to suicide or collections of vicious cycles? Understanding the complexity of suicide through causal mapping. Soc. Netw. Anal. Min. Philippe J. Giabbanelli, Ketra L. Rice, Michael C. Galgoczy, Nisha Nataraj, Margaret M. Brown, Christopher R. Harper, Minh Duc Nguyen, Romain Foy
2022	Misc	`conf`	Towards Reusable Building Blocks to Develop COVID-19 Simulation Models. WSC Shane A. Schroeder, Christopher Vendome, Philippe J. Giabbanelli, Alan M. Montfort
2021	—	`conf`	Are We Modeling the Evidence or Our Own Biases? A Comparison of Conceptual Models Created from Reports. ANNSIM Alexander J. Freund, Philippe J. Giabbanelli
2021	—	`conf`	Automatically Combining Conceptual Models Using Semantic and Structural Information. ANNSIM Alexander J. Freund, Philippe J. Giabbanelli
2021	—	`conf`	Comparing Implementations of Cellular Automata as Images: A Novel Approach to Verification by Combining Image Processing and Machine Learning. SIGSIM-PADS Maciej K. Wozniak, Philippe J. Giabbanelli
2021	Misc	`conf`	Comparing the Effect of Code Optimizations on Simulation Runtime Across Synchronous Cellular Automata Models of HIV. WSC Junjiang Li, Philippe J. Giabbanelli, Till Köster
2021	C	`conf`	Design and evaluation of update schemes to optimize asynchronous Cellular Automata with random or cyclic orders. DS-RT Junjiang Li, Till Köster, Philippe J. Giabbanelli
2021	J	`jnl`	FCMpy: A Python Module for Constructing and Analyzing Fuzzy Cognitive Maps. CoRR Samvel Mkhitaryan, Philippe J. Giabbanelli, Maciej K. Wozniak, Gonzalo Nápoles, Nanne K. de Vries, Rik Crutzen
2021	—	`conf`	How Do Teams of Novice Modelers Choose an Approach? An Iterated, Repeated Experiment in a First-Year Modeling Course. ICCS (6) Philippe J. Giabbanelli, Piper J. Jackson
2021	—	`conf`	How Many Costly Simulations Do we Need to Create Accurate Metamodels? A Case Study on Predicting HIV Viral Load in Response to Clinically Relevant Intervention Scenarios. ANNSIM Christopher B. Lutz, Philippe J. Giabbanelli, Andrew Fisher, Vijay K. Mago
2021	Misc	`conf`	How Modeling Methods for Fuzzy Cognitive Mapping Can Benefit From Psychology Research. WSC Samvel Mkhitaryan, Philippe J. Giabbanelli
2021	J	`jnl`	How Perspectives of a System Change Based on Exposure to Positive or Negative Evidence. Syst. Philippe J. Giabbanelli, Andrew A. Tawfik
2021	—	`conf`	Identifying Synergistic Interventions to Address COVID-19 Using a Large Scale Agent-Based Model. ICCS (3) Junjiang Li, Philippe J. Giabbanelli
2021	B	`conf`	Mapping the complexity of suicide by combining participatory modeling and network science. ASONAM Philippe J. Giabbanelli, Michael C. Galgoczy, Duc M. Nguyen, Romain Foy, Ketra L. Rice, Nisha Nataraj, Margaret M. Brown, Christopher R. Harper
2021	—	`conf`	Opportunities and Challenges in Developing COVID-19 Simulation Models: Lessons from Six Funded Projects. ANNSIM Philippe J. Giabbanelli, Jennifer M. Badham, Brian Castellani, Hamdi Kavak, Vijay Mago, Ashkan Negahban, Samarth Swarup
2021	—	`ed.`	SIGSIM-PADS '21: SIGSIM Conference on Principles of Advanced Discrete Simulation, Virtual Event, USA, 31 May - 2 June, 2021. SIGSIM-PADS Philippe J. Giabbanelli
2021	—	`conf`	Scaling Up The SNAP-ED Toolkit Interventions to Improve Fruit and Vegetable Consumption Across Counties in Georgia: An Agent-Based Model. ANNSIM Donglan Zhang, Janani J. Thapa, Gang Li, Heejung Son, Zhuo Chen, Lan Mu, Yan Li, Junxiu Liu, José A. Pagán, Philippe J. Giabbanelli
2021	—	`conf`	The Necessity and Difficulty of Navigating Uncertainty to Develop an Individual-Level Computational Model. ICCS (6) Alexander J. Freund, Philippe J. Giabbanelli
2021	J	`jnl`	The application of modeling and simulation to public health: Assessing the quality of Agent-Based Models for obesity. Simul. Model. Pract. Theory Philippe J. Giabbanelli, Boone Tison, James Keith
2021	J	`jnl`	What's left before participatory modeling can fully support real-world environmental planning processes: A case study review. Environ. Model. Softw. B. Hedelin, Steven Gray, Stefan Woehlke, Todd K. BenDor, Alison Singer, Rebecca Jordan, Moira Zellner, Philippe J. Giabbanelli, Pierre Glynn, Karen E. Jenni, Antonie J. Jetter, Nagesh Kolagani, Bethany K. Laursen, K. M. Leong, Laura Schmitt Olabisi, Eleanor Sterling
2021	—	`conf`	Why Honor Culture? Lessons Learned from an Agent-Based Simulation Model. ANNSIM Kashif Zia, Philippe J. Giabbanelli, Muhammad Shafi, Alois Ferscha
2020	—	`conf`	Creating Perceptual Uncertainty in Agent-Based Models with Social Interactions. SpringSim Ethan O. Grantham, Philippe J. Giabbanelli
2020	J	`jnl`	Detecting the Depth and Progression of Learning in Massive Open Online Courses by Mining Discussion Data. Technol. Knowl. Learn. Venkata Sai Pillutla, Andrew A. Tawfik, Philippe J. Giabbanelli
2020	—	`conf`	Fuzzy Cognitive Maps in Agent Based Models: A Practicial Implementation Example. SpringSim Christopher W. H. Davis, Antonie J. Jetter, Philippe J. Giabbanelli
2020	—	`conf`	How do Modelers Code Artificial Societies? Investigating Practices and Quality of Netlogo Codes from Large Repositories. SpringSim Christopher Vendome, Dhananjai M. Rao, Philippe J. Giabbanelli
2020	—	`conf`	Optimizing Discrete Simulations of the Spread of HIV-1 to Handle Billions of Cells on a Workstation. SIGSIM-PADS Philippe J. Giabbanelli, Joshua A. Devita, Till Köster, Jared A. Kohrt
2020	Misc	`conf`	Performance and Soundness of Simulation: A Case Study Based on a Cellular Automaton for In-Body Spread of HIV. WSC Till Köster, Philippe J. Giabbanelli, Adelinde M. Uhrmacher
2020	—	`conf`	Predicting The Resource Needs And Outcomes of Computationally Intensive Biological Simulations. SpringSim Andrew Fisher, Bhisma Adhikari, Chao Zhai, Joshua E. Morgan, Vijay K. Mago, Philippe J. Giabbanelli
2020	—	`ed.`	Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, SIGSIM-PADS 2020, Miami, FL, USA, June 15-17, 2020. SIGSIM-PADS Jason Liu, Philippe J. Giabbanelli, Christopher D. Carothers
2020	—	`conf`	Reducing the Gap Between the Conceptual Models of Students and Experts Using Graph-Based Adaptive Instructional Systems. HCI (43) Philippe J. Giabbanelli, Andrew A. Tawfik
2019	—	`conf`	CoFluences: Simulating the Spread of Social Influences via a Hybrid Agent-Based/Fuzzy Cognitive Maps Architecture. SIGSIM-PADS Philippe J. Giabbanelli, Michele Fattoruso, Max L. Norman
2019	—	`conf`	From Social Media to Expert Reports: The Impact of Source Selection on Automatically Validating Complex Conceptual Models of Obesity. HCI (13) Mannila Sandhu, Philippe J. Giabbanelli, Vijay K. Mago
2019	J	`jnl`	From associations to sarcasm: Mining the shift of opinions regarding the Supreme Court on twitter. Online Soc. Networks Media Mannila Sandhu, C. Danielle Vinson, Vijay K. Mago, Philippe J. Giabbanelli
2019	—	`conf`	Ideal, Best, and Emerging Practices in Creating Artificial Societies. SpringSim Philippe J. Giabbanelli, Alexey A. Voinov, Brian Castellani, Petter Törnberg
2019	J	`jnl`	Identifying the Components and Interrelationships of Smart Cities in Indonesia: Supporting Policymaking via Fuzzy Cognitive Systems. IEEE Access Hendra Sandhi Firmansyah, Suhono H. Supangkat, Arry Akhmad Arman, Philippe J. Giabbanelli
2019	J	`jnl`	Iterative generation of insight from text collections through mutually reinforcing visualizations and fuzzy cognitive maps. Appl. Soft Comput. Venkata Sai Pillutla, Philippe J. Giabbanelli
2019	—	`conf`	Mechanisms for Cell-to-cell and Cell-free Spread of HIV-1 in Cellular Automata Models. SIGSIM-PADS Philippe J. Giabbanelli, Cole Freeman, Joshua A. Devita, Nicholas Rosso, Zabrina L. Brumme
2019	J	`jnl`	Overcoming the PBL Assessment Challenge: Design and Development of the Incremental Thesaurus for Assessing Causal Maps (ITACM). Technol. Knowl. Learn. Philippe J. Giabbanelli, Andrew A. Tawfik
2019	Misc	`conf`	Solving Challenges at the Interface of Simulation and Big Data Using Machine Learning. WSC Philippe J. Giabbanelli
2019	—	`conf`	The Artificial Facilitator: Guiding Participants in Developing Causal Maps Using Voice-Activated Technologies. HCI (15) Thrishma Reddy, Philippe J. Giabbanelli, Vijay K. Mago
2019	Misc	`conf`	The Intersection of Agent Based Models and Fuzzy Cognitive Maps: A Review of an Emerging Hybrid Modeling Practice. WSC Christopher W. H. Davis, Philippe J. Giabbanelli, Antonie J. Jetter
2019	J	`jnl`	Visual Analytics to Identify Temporal Patterns and Variability in Simulations from Cellular Automata. ACM Trans. Model. Comput. Simul. Philippe J. Giabbanelli, Magda Baniukiewicz
2018	—	`conf`	An Online Environment to Compare Students' and Expert Solutions to Ill-Structured Problems. HCI (25) Vishrant K. Gupta, Philippe J. Giabbanelli, Andrew A. Tawfik
2018	J	`jnl`	Capturing the fast-food landscape in England using large-scale network analysis. EPJ Data Sci. Magda Baniukiewicz, Zachariah L. Dick, Philippe J. Giabbanelli
2018	J	`jnl`	Effects of success v failure cases on learner-learner interaction. Comput. Educ. Andrew A. Tawfik, Philippe J. Giabbanelli, Maureen Hogan, Fortunata Msilu, Anila Gill, Cindy S. York
2018	—	`conf`	Should we simulate mental models to assess whether they agree? SpringSim (ANSS) Eric A. Lavin, Philippe J. Giabbanelli, Andrew T. Stefanik, Steven A. Gray, Robert Arlinghaus
2018	J	`jnl`	Tools and methods in participatory modeling: Selecting the right tool for the job. Environ. Model. Softw. Alexey A. Voinov, Karen E. Jenni, Steven Gray, Nagesh Kolagani, Pierre Glynn, Pierre Bommel, Christina Prell, Moira L. Zellner, Michael Paolisso, Rebecca Jordan, Eleanor Sterling, Laura Schmitt Olabisi, Philippe J. Giabbanelli, Zhanli Sun, Christophe Le Page, Sondoss El Sawah, Todd K. BenDor, Klaus Hubacek, Alex Smajgl
2017	Misc	`conf`	Analyzing and simplifying model uncertainty in fuzzy cognitive maps. WSC Eric A. Lavin, Philippe J. Giabbanelli
2017	J	`jnl`	Combining fuzzy cognitive maps with agent-based modeling: Frameworks and pitfalls of a powerful hybrid modeling approach to understand human-environment interactions. Environ. Model. Softw. Philippe J. Giabbanelli, Steven A. Gray, Payam Aminpour
2017	J	`jnl`	Erratum to: The nature and level of learner-learner interaction in a chemistry massive open online course (MOOC). J. Comput. High. Educ. Andrew A. Tawfik, Todd D. Reeves, Amy E. Stich, Anila Gill, Chenda Hong, Joseph McDade, Venkata Sai Pillutla, Xiaoshu Zhou, Philippe J. Giabbanelli
2017	J	`jnl`	The nature and level of learner-learner interaction in a chemistry massive open online course (MOOC). J. Comput. High. Educ. Andrew A. Tawfik, Todd D. Reeves, Amy E. Stich, Anila Gill, Chenda Hong, Joseph McDade, Venkata Sai Pillutla, Xiaoshu Zhou, Philippe J. Giabbanelli
2017	J	`jnl`	Using Agent-Based Models to Develop Public Policy about Food Behaviours: Future Directions and Recommendations. Comput. Math. Methods Medicine Philippe J. Giabbanelli, Rik Crutzen
2016	—	`conf`	A Novel Visualization Environment to Support Modelers in Analyzing Data Generated by Cellular Automata. HCI (15) Philippe J. Giabbanelli, Guru Jagadeesh Babu, Magda Baniukiewicz
2016	J	`jnl`	Combining association rule mining and network analysis for pharmacosurveillance. J. Supercomput. Eugene Belyi, Philippe J. Giabbanelli, Indravadan Patel, Naga Harish Balabhadrapathruni, Aymen Ben Abdallah, Wedyan Hameed, Vijay Kumar Mago
2016	—	`conf`	Feasibility and Framing of Interventions Based on Public Support: Leveraging Text Analytics for Policymakers. HCI (12) Philippe J. Giabbanelli, Jean Adams, Venkata Sai Pillutla
2016	J	`jnl`	Special Issue on Intelligent Healthcare Systems. J. Intell. Syst. Vijay Kumar Mago, Philippe J. Giabbanelli
2016	—	`conf`	Supporting a systems approach to healthy weight interventions in British Columbia by modeling weight and well-being. SpringSim (ANSS) Tanner Verigin, Philippe J. Giabbanelli, Pål I. Davidsen
2016	Misc	`conf`	Teaching Computational Modeling in the Data Science Era. ICCS Philippe J. Giabbanelli, Vijay Kumar Mago
2015	J	`jnl`	An Algebra to Merge Heterogeneous Classifiers. CoRR Philippe J. Giabbanelli, Joseph G. Peters
2015	Misc	`conf`	An Algebraic Approach to Combining Classifiers. ICCS Philippe J. Giabbanelli, Joseph G. Peters
2015	—	`conf`	Exploring the Relationship between Adherence to Treatment and Viral Load through a New Discrete Simulation Model of HIV Infectivity. SIGSIM-PADS Ela Rana, Philippe J. Giabbanelli, Naga H. Balabhadrapathruni, Xiaoyu Li, Vijay Kumar Mago
2015	J	`jnl`	Supporting self-management of obesity using a novel game architecture. Health Informatics J. Philippe J. Giabbanelli, Rik Crutzen
2015	Misc	`conf`	Using Visual Analytics to Support the Integration of Expert Knowledge in the Design of Medical Models and Simulations. ICCS Philippe J. Giabbanelli, Piper J. Jackson
2014	—	`ch.`	Modelling the Joint Effect of Social Determinants and Peers on Obesity Among Canadian Adults. Theories and Simulations of Complex Social Systems Philippe J. Giabbanelli, Piper J. Jackson, Diane T. Finegood
2014	J	`jnl`	Modelling the spatial and social dynamics of insurgency. Secur. Informatics Philippe J. Giabbanelli
2013	J	`jnl`	An Agent-Based Social Network Model of Binge Drinking Among Dutch Adults. J. Artif. Soc. Soc. Simul. Philippe J. Giabbanelli, Rik Crutzen
2013	C	`conf`	Detecting unfolding crises with Visual Analytics and Conceptual Maps Emerging phenomena and big data. ISI Simon F. Pratt, Philippe J. Giabbanelli, Jean-Sebastien Mercier
2013	—	`conf`	Supporting a Participant-Centric Management of Obesity via a Self-improving Health Game. HCI (22) Philippe J. Giabbanelli, Penny Deck, Lisa Andres, Thecla Schiphorst, Diane T. Finegood
2012	—	`conf`	A Novel Framework for Complex Networks and Chronic Diseases. CompleNet Philippe J. Giabbanelli
2012	J	`jnl`	A fuzzy cognitive map of the psychosocial determinants of obesity. Appl. Soft Comput. Philippe J. Giabbanelli, Thomas Torsney-Weir, Vijay Kumar Mago
2012	J	`jnl`	Modeling the influence of social networks and environment on energy balance and obesity. J. Comput. Sci. Philippe J. Giabbanelli, Azadeh Alimadad, Vahid Dabbaghian, Diane T. Finegood
2012	C	`conf`	Rebel with many causes: A computational model of insurgency. ISI Simon F. Pratt, Philippe J. Giabbanelli, Piper J. Jackson, Vijay Kumar Mago
2011	J	`jnl`	SYNTHESE. Réseaux complexes et épidémies. Tech. Sci. Informatiques Philippe J. Giabbanelli, Joseph G. Peters
2011	J	`jnl`	The Small-World Property in Networks Growing by Active Edges. Adv. Complex Syst. Philippe J. Giabbanelli
2010	—	`conf`	On the Average Path Length of Deterministic and Stochastics Recursive Networks. CompleNet Philippe J. Giabbanelli, Dorian Mazauric, Jean-Claude Bermond