Philippe J. Giabbanelli

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 94

Top Venues

Publications

Duy Nguyen, Stephen Zigmond, Samuel Glassco, Bach Tran, Philippe J. Giabbanelli
Big data meets storytelling: using machine learning to predict popular fanfiction. Soc. Netw. Anal. Min. 14 (1) (2024)
Philippe J. Giabbanelli, Andrew Page
Systems Thinking and Models in Public Health. Syst. 12 (3) (2024)
Philippe J. Giabbanelli, Atharva Phatak, Vijay Mago, Ameeta Agrawal
Narrating Causal Graphs with Large Language Models. HICSS (2024)
Atharva Phatak, Vijay K. Mago, Ameeta Agrawal, Aravind Inbasekaran, Philippe J. Giabbanelli
Narrating Causal Graphs with Large Language Models. CoRR (2024)
Ryan Schuerkamp, Philippe J. Giabbanelli
Extensions of Fuzzy Cognitive Maps: A Systematic Review. ACM Comput. Surv. 56 (2) (2024)
Philippe J. Giabbanelli, Gabriel A. Wainer
Commemorating SIMULATION's 100th volume: selected articles by Editorial Board members. Simul. 100 (6) (2024)
Philippe J. Giabbanelli, Nathan Witkowicz
Generative AI for Systems Thinking: Can a GPT Question-Answering System Turn Text into the Causal Maps Produced by Human Readers? HICSS (2024)
Philippe J. Giabbanelli, Grace MacEwan
Leveraging Artificial Intelligence and Participatory Modeling to Support Paradigm Shifts in Public Health: An Application to Obesity and Evidence-Based Policymaking. Inf. 15 (2) (2024)
Bao Wang, Philippe J. Giabbanelli
Identifying Informative Features to Evaluate Student Knowledge as Causal Maps. Int. J. Artif. Intell. Educ. 34 (2) (2024)
Philippe J. Giabbanelli, Anish Shrestha, Loic Demay
Design and Development of a Collaborative Augmented Reality Environment for Systems Science. HICSS (2024)
Luke Liang, Hieu Phan, Philippe J. Giabbanelli
Experimental evaluation of a machine learning approach to improve the reproducibility of network simulations. Simul. 100 (6) (2024)
Bao Wang, Andrew A. Tawfik, Charles Wayne Keene, Philippe J. Giabbanelli
Transitioning from Individuals to Groups in Knowledge Map Construction. Technol. Knowl. Learn. 29 (1) (2024)
David Bernard, Sylvain Cussat-Blanc, Philippe J. Giabbanelli
Fast Generation of Heterogeneous Mental Models from Longitudinal Data by Combining Genetic Algorithms and Fuzzy Cognitive Maps. HICSS (2023)
Ryan Schuerkamp, Luke Liang, Ketra L. Rice, Philippe J. Giabbanelli
Simulation Models for Suicide Prevention: A Survey of the State-of-the-Art. Comput. 12 (7) (2023)
Jack Beerman, Gwendal G. Beaumont, Philippe J. Giabbanelli
A framework for the comparison of errors in agent-based models using machine learning. J. Comput. Sci. 72 (2023)
Kareem A. Ghumrawi, Kim Ha, Jack Beerman, John-David Rudie, Philippe J. Giabbanelli
Software Technology to Develop Large-Scale Self-Adaptive Systems: Accelerating Agent-Based Models and Fuzzy Cognitive Maps via CUDA. HICSS (2023)
My Nguyen, Duc Vu, Anh Vo, Luke Liang, Philippe J. Giabbanelli
Preserving Simulation Insight While Removing Data: Verification of Compressed Simulation Traces via Machine Learning. ANNSIM (2023)
Ryan Schuerkamp, Philippe J. Giabbanelli, Nicolas Daclin
Facilitating the Interoperability and Reuse of Extensions of Fuzzy Cognitive Maps. ANNSIM (2023)
Philippe J. Giabbanelli, Chirag X. Vesuvala
Human Factors in Leveraging Systems Science to Shape Public Policy for Obesity: A Usability Study. Inf. 14 (3) (2023)
Philippe J. Giabbanelli
GPT-Based Models Meet Simulation: How to Efficiently Use Large-Scale Pre-Trained Language Models Across Simulation Tasks. CoRR (2023)
Philippe J. Giabbanelli, Jennifer M. Badham
Data Science in Health Services. Inf. 14 (6) (2023)
Jack Beerman, Gwendal G. Beaumont, Philippe J. Giabbanelli
On the Necessity of Human Decision-Making Errors to Explain Vaccination Rates for Covid-19: an Agent-Based Modeling Study. ANNSIM (2023)
Philippe J. Giabbanelli
GPT-Based Models Meet Simulation: How to Efficiently use Large-Scale Pre-Trained Language Models Across Simulation Tasks. WSC (2023)
Ryan Schuerkamp, Philippe J. Giabbanelli, Umberto Grandi, Sylvie Doutre
How to combine models? Principles and mechanisms to aggregate fuzzy cognitive maps. WSC (2023)
Christopher W. H. Davis, Antonie J. Jetter, Philippe J. Giabbanelli
Towards An Automatic Construction Of Simulation Scenarios: A Systematic Review. WSC (2023)
Shannon Cheng, Philippe J. Giabbanelli, Zaiyi Kuang
Identifying the Building Blocks of Social Simulation Models: A Qualitative Analysis using Open-Source Codes in NetLogo. ANNSIM (2023)
Philippe J. Giabbanelli, Samarth Swarup, Renaud Lambiotte, Giuseppe Mangioni
Editorial: Scalable Network Generation & Analysis. Frontiers Big Data 5 (2022)
Philippe J. Giabbanelli
Hybrid Models That Combine Machine Learning and Simulations. Comput. Sci. Eng. 24 (5) (2022)
Philippe J. Giabbanelli, Ketra L. Rice, Michael C. Galgoczy, Nisha Nataraj, Margaret M. Brown, Christopher R. Harper, Minh Duc Nguyen, Romain Foy
Pathways to suicide or collections of vicious cycles? Understanding the complexity of suicide through causal mapping. Soc. Netw. Anal. Min. 12 (1) (2022)
Maciej K. Wozniak, Luke Liang, Hieu Phan, Philippe J. Giabbanelli
A New Application of Machine Learning: Detecting Errors in Network Simulations. WSC (2022)
Ashkan Negahban, Philippe J. Giabbanelli
Hybrid Agent-Based Simulation of Adoption Behavior and Social Interactions: Alternatives, Opportunities, and Pitfalls. IEEE Trans. Comput. Soc. Syst. 9 (3) (2022)
Philippe J. Giabbanelli, Christopher D. Carothers
Introduction to the Special Section on PADS 2020. ACM Trans. Model. Comput. Simul. 32 (2) (2022)
Anish Shrestha, Kyle Mielke, Tuong Anh Nguyen, Philippe J. Giabbanelli
Automatically Explaining a Model: Using Deep Neural Networks to Generate Text From Causal Maps. WSC (2022)
Maciej K. Wozniak, Samvel Mkhitaryan, Philippe J. Giabbanelli
Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data. CoRR (2022)
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
Design and Deployment of a Simulation Platform: Case Study of an Agent-Based Model for Youth Suicide Prevention. WSC (2022)
Shane A. Schroeder, Christopher Vendome, Philippe J. Giabbanelli, Alan M. Montfort
Towards Reusable Building Blocks to Develop COVID-19 Simulation Models. WSC (2022)
Maciej K. Wozniak, Samvel Mkhitaryan, Philippe J. Giabbanelli
Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data. ICCS (3) (2022)
Michael C. Galgoczy, Atharva Phatak, C. Danielle Vinson, Vijay K. Mago, Philippe J. Giabbanelli
(Re)shaping online narratives: when bots promote the message of President Trump during his first impeachment. PeerJ Comput. Sci. 8 (2022)
Samvel Mkhitaryan, Philippe J. Giabbanelli, Maciej K. Wozniak, Gonzalo Nápoles, Nanne K. de Vries, Rik Crutzen
FCMpy: a python module for constructing and analyzing fuzzy cognitive maps. PeerJ Comput. Sci. 8 (2022)
Alexander J. Freund, Philippe J. Giabbanelli
An Experimental Study on the Scalability of Recent Node Centrality Metrics in Sparse Complex Networks. Frontiers Big Data 5 (2022)
Junjiang Li, Philippe J. Giabbanelli
Identifying Synergistic Interventions to Address COVID-19 Using a Large Scale Agent-Based Model. ICCS (3) (2021)
Philippe J. Giabbanelli, Piper J. Jackson
How Do Teams of Novice Modelers Choose an Approach? An Iterated, Repeated Experiment in a First-Year Modeling Course. ICCS (6) (2021)
Christopher B. Lutz, Philippe J. Giabbanelli, Andrew Fisher, Vijay K. Mago
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 (2021)
Junjiang Li, Till Köster, Philippe J. Giabbanelli
Design and evaluation of update schemes to optimize asynchronous Cellular Automata with random or cyclic orders. DS-RT (2021)
Donglan Zhang, Janani J. Thapa, Gang Li, Heejung Son, Zhuo Chen, Lan Mu, Yan Li, Junxiu Liu, José A. Pagán, Philippe J. Giabbanelli
Scaling Up The SNAP-ED Toolkit Interventions to Improve Fruit and Vegetable Consumption Across Counties in Georgia: An Agent-Based Model. ANNSIM (2021)
Maciej K. Wozniak, Philippe J. Giabbanelli
Comparing Implementations of Cellular Automata as Images: A Novel Approach to Verification by Combining Image Processing and Machine Learning. SIGSIM-PADS (2021)
Philippe J. Giabbanelli, Boone Tison, James Keith
The application of modeling and simulation to public health: Assessing the quality of Agent-Based Models for obesity. Simul. Model. Pract. Theory 108 (2021)
Philippe J. Giabbanelli, Jennifer M. Badham, Brian Castellani, Hamdi Kavak, Vijay Mago, Ashkan Negahban, Samarth Swarup
Opportunities and Challenges in Developing COVID-19 Simulation Models: Lessons from Six Funded Projects. ANNSIM (2021)
Alexander J. Freund, Philippe J. Giabbanelli
Are We Modeling the Evidence or Our Own Biases? A Comparison of Conceptual Models Created from Reports. ANNSIM (2021)
Philippe J. Giabbanelli, Andrew A. Tawfik
How Perspectives of a System Change Based on Exposure to Positive or Negative Evidence. Syst. 9 (2) (2021)
Philippe J. Giabbanelli, Michael C. Galgoczy, Duc M. Nguyen, Romain Foy, Ketra L. Rice, Nisha Nataraj, Margaret M. Brown, Christopher R. Harper
Mapping the complexity of suicide by combining participatory modeling and network science. ASONAM (2021)
B. Hedelin, Steven Gray, S. Woehlke, Todd K. BenDor, Alison Singer, Rebecca Jordan, Moira Zellner, Philippe J. Giabbanelli, Pierre Glynn, Karen Jenni, Antonie J. Jetter, Nagesh Kolagani, B. Laursen, K. M. Leong, Laura Schmitt Olabisi, Eleanor Sterling
What's left before participatory modeling can fully support real-world environmental planning processes: A case study review. Environ. Model. Softw. 143 (2021)
Samvel Mkhitaryan, Philippe J. Giabbanelli, Maciej K. Wozniak, Gonzalo Nápoles, Nanne K. de Vries, Rik Crutzen
FCMpy: A Python Module for Constructing and Analyzing Fuzzy Cognitive Maps. CoRR (2021)
Alexander J. Freund, Philippe J. Giabbanelli
Automatically Combining Conceptual Models Using Semantic and Structural Information. ANNSIM (2021)
Samvel Mkhitaryan, Philippe J. Giabbanelli
How Modeling Methods for Fuzzy Cognitive Mapping Can Benefit From Psychology Research. WSC (2021)
Junjiang Li, Philippe J. Giabbanelli, Till Köster
Comparing the Effect of Code Optimizations on Simulation Runtime Across Synchronous Cellular Automata Models of HIV. WSC (2021)
Alexander J. Freund, Philippe J. Giabbanelli
The Necessity and Difficulty of Navigating Uncertainty to Develop an Individual-Level Computational Model. ICCS (6) (2021)
Kashif Zia, Philippe J. Giabbanelli, Muhammad Shafi, Alois Ferscha
Why Honor Culture? Lessons Learned from an Agent-Based Simulation Model. ANNSIM (2021)
Philippe J. Giabbanelli, Joshua A. Devita, Till Köster, Jared A. Kohrt
Optimizing Discrete Simulations of the Spread of HIV-1 to Handle Billions of Cells on a Workstation. SIGSIM-PADS (2020)
Philippe J. Giabbanelli, Andrew A. Tawfik
Reducing the Gap Between the Conceptual Models of Students and Experts Using Graph-Based Adaptive Instructional Systems. HCI (43) (2020)
Andrew Fisher, Bhisma Adhikari, Chao Zhai, Joshua E. Morgan, Vijay K. Mago, Philippe J. Giabbanelli
Predicting The Resource Needs And Outcomes of Computationally Intensive Biological Simulations. SpringSim (2020)
Till Köster, Philippe J. Giabbanelli, Adelinde M. Uhrmacher
Performance and Soundness of Simulation: A Case Study Based on a Cellular Automaton for In-Body Spread of HIV. WSC (2020)
Venkata Sai Pillutla, Andrew A. Tawfik, Philippe J. Giabbanelli
Detecting the Depth and Progression of Learning in Massive Open Online Courses by Mining Discussion Data. Technol. Knowl. Learn. 25 (4) (2020)
Ethan O. Grantham, Philippe J. Giabbanelli
Creating Perceptual Uncertainty in Agent-Based Models with Social Interactions. SpringSim (2020)
Christopher W. H. Davis, Antonie J. Jetter, Philippe J. Giabbanelli
Fuzzy Cognitive Maps in Agent Based Models: A Practicial Implementation Example. SpringSim (2020)
Christopher Vendome, Dhananjai M. Rao, Philippe J. Giabbanelli
How do Modelers Code Artificial Societies? Investigating Practices and Quality of Netlogo Codes from Large Repositories. SpringSim (2020)
Philippe J. Giabbanelli, Alexey A. Voinov, Brian Castellani, Petter Törnberg
Ideal, Best, and Emerging Practices in Creating Artificial Societies. SpringSim (2019)
Philippe J. Giabbanelli, Magda Baniukiewicz
Visual Analytics to Identify Temporal Patterns and Variability in Simulations from Cellular Automata. ACM Trans. Model. Comput. Simul. 29 (1) (2019)
Mannila Sandhu, Philippe J. Giabbanelli, Vijay K. Mago
From Social Media to Expert Reports: The Impact of Source Selection on Automatically Validating Complex Conceptual Models of Obesity. HCI (13) (2019)
Philippe J. Giabbanelli, Michele Fattoruso, Max L. Norman
CoFluences: Simulating the Spread of Social Influences via a Hybrid Agent-Based/Fuzzy Cognitive Maps Architecture. SIGSIM-PADS (2019)
Venkata Sai Pillutla, Philippe J. Giabbanelli
Iterative generation of insight from text collections through mutually reinforcing visualizations and fuzzy cognitive maps. Appl. Soft Comput. 76 (2019)
Philippe J. Giabbanelli, Cole Freeman, Joshua A. Devita, Nicholas Rosso, Zabrina L. Brumme
Mechanisms for Cell-to-cell and Cell-free Spread of HIV-1 in Cellular Automata Models. SIGSIM-PADS (2019)
Philippe J. Giabbanelli, Andrew A. Tawfik
Overcoming the PBL Assessment Challenge: Design and Development of the Incremental Thesaurus for Assessing Causal Maps (ITACM). Technol. Knowl. Learn. 24 (2) (2019)
Mannila Sandhu, C. Danielle Vinson, Vijay K. Mago, Philippe J. Giabbanelli
From associations to sarcasm: Mining the shift of opinions regarding the Supreme Court on twitter. Online Soc. Networks Media 14 (2019)
Christopher W. H. Davis, Philippe J. Giabbanelli, Antonie J. Jetter
The Intersection of Agent Based Models and Fuzzy Cognitive Maps: A Review of an Emerging Hybrid Modeling Practice. WSC (2019)
Thrishma Reddy, Philippe J. Giabbanelli, Vijay K. Mago
The Artificial Facilitator: Guiding Participants in Developing Causal Maps Using Voice-Activated Technologies. HCI (15) (2019)
Hendra Sandhi Firmansyah, Suhono H. Supangkat, Arry Akhmad Arman, Philippe J. Giabbanelli
Identifying the Components and Interrelationships of Smart Cities in Indonesia: Supporting Policymaking via Fuzzy Cognitive Systems. IEEE Access 7 (2019)
Philippe J. Giabbanelli
Solving Challenges at the Interface of Simulation and Big Data Using Machine Learning. WSC (2019)
Eric A. Lavin, Philippe J. Giabbanelli, Andrew T. Stefanik, Steven A. Gray, Robert Arlinghaus
Should we simulate mental models to assess whether they agree? SpringSim (ANSS) (2018)
Alexey A. Voinov, Karen 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
Tools and methods in participatory modeling: Selecting the right tool for the job. Environ. Model. Softw. 109 (2018)
Andrew A. Tawfik, Philippe J. Giabbanelli, Maureen Hogan, Fortunata Msilu, Anila Gill, Cindy S. York
Effects of success v failure cases on learner-learner interaction. Comput. Educ. 118 (2018)
Magda Baniukiewicz, Zachariah L. Dick, Philippe J. Giabbanelli
Capturing the fast-food landscape in England using large-scale network analysis. EPJ Data Sci. 7 (1) (2018)
Vishrant K. Gupta, Philippe J. Giabbanelli, Andrew A. Tawfik
An Online Environment to Compare Students' and Expert Solutions to Ill-Structured Problems. HCI (25) (2018)
Andrew A. Tawfik, Todd D. Reeves, Amy E. Stich, Anila Gill, Chenda Hong, Joseph McDade, Venkata Sai Pillutla, Xiaoshu Zhou, Philippe J. Giabbanelli
The nature and level of learner-learner interaction in a chemistry massive open online course (MOOC). J. Comput. High. Educ. 29 (3) (2017)
Andrew A. Tawfik, Todd D. Reeves, Amy E. Stich, Anila Gill, Chenda Hong, Joseph McDade, Venkata Sai Pillutla, Xiaoshu Zhou, Philippe J. Giabbanelli
Erratum to: The nature and level of learner-learner interaction in a chemistry massive open online course (MOOC). J. Comput. High. Educ. 29 (3) (2017)
Eric A. Lavin, Philippe J. Giabbanelli
Analyzing and simplifying model uncertainty in fuzzy cognitive maps. WSC (2017)
Philippe J. Giabbanelli, Steven A. Gray, Payam Aminpour
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. 95 (2017)
Philippe J. Giabbanelli, Rik Crutzen
Using Agent-Based Models to Develop Public Policy about Food Behaviours: Future Directions and Recommendations. Comput. Math. Methods Medicine 2017 (2017)
Vijay Kumar Mago, Philippe J. Giabbanelli
Special Issue on Intelligent Healthcare Systems. J. Intell. Syst. 25 (1) (2016)
Tanner Verigin, Philippe J. Giabbanelli, Pål I. Davidsen
Supporting a systems approach to healthy weight interventions in British Columbia by modeling weight and well-being. SpringSim (ANSS) (2016)
Eugene Belyi, Philippe J. Giabbanelli, Indravadan Patel, Naga Harish Balabhadrapathruni, Aymen Ben Abdallah, Wedyan Hameed, Vijay Kumar Mago
Combining association rule mining and network analysis for pharmacosurveillance. J. Supercomput. 72 (5) (2016)
Philippe J. Giabbanelli, Guru Jagadeesh Babu, Magda Baniukiewicz
A Novel Visualization Environment to Support Modelers in Analyzing Data Generated by Cellular Automata. HCI (15) (2016)
Philippe J. Giabbanelli, Vijay Kumar Mago
Teaching Computational Modeling in the Data Science Era. ICCS (2016)
Philippe J. Giabbanelli, Jean Adams, Venkata Sai Pillutla
Feasibility and Framing of Interventions Based on Public Support: Leveraging Text Analytics for Policymakers. HCI (12) (2016)
Philippe J. Giabbanelli, Rik Crutzen
Supporting self-management of obesity using a novel game architecture. Health Informatics J. 21 (3) (2015)
Philippe J. Giabbanelli, Joseph G. Peters
An Algebra to Merge Heterogeneous Classifiers. CoRR (2015)
Philippe J. Giabbanelli, Joseph G. Peters
An Algebraic Approach to Combining Classifiers. ICCS (2015)
Philippe J. Giabbanelli, Piper J. Jackson
Using Visual Analytics to Support the Integration of Expert Knowledge in the Design of Medical Models and Simulations. ICCS (2015)
Ela Rana, Philippe J. Giabbanelli, Naga H. Balabhadrapathruni, Xiaoyu Li, Vijay Kumar Mago
Exploring the Relationship between Adherence to Treatment and Viral Load through a New Discrete Simulation Model of HIV Infectivity. SIGSIM-PADS (2015)
Philippe J. Giabbanelli
Modelling the spatial and social dynamics of insurgency. Secur. Informatics 3 (1) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Philippe J. Giabbanelli