189 Publications (Page 1 of 8)
2023
A Critical Review of Inductive Logic Programming Techniques for Explainable AI.
Zhang, Zheng⋅Yilmaz, Levent and Liu, Bo
IEEE transactions on neural networks and learning systems, vol. PP, April 5, 2023. | Journal Article
 
CHANCES AND CHALLENGES OF CHATGPT AND SIMILAR MODELS FOR EDUCATION IN M&S
Scherer, W.T.⋅Tolk, A.⋅Loper, M.L.⋅Barry, P. and Yilmaz, L.
 
Simulation of online food ordering delivery strategies using multi-agent system models
Zou, Guangyu⋅Gao, Ming⋅Tang, Jiafu and Yilmaz, Levent
Journal of Simulation, vol. 17, pp. 297–311. | Journal Article
2022
A HYPOTHESIS-DRIVEN SIMULATION EXPERIMENTS WITH AN EXTENSION TO SED-ML
Cam, S.⋅Oguztuzun, H. and Yilmaz, L.
International Journal of Simulation Modelling, vol. 21, pp. 17-28. | Journal Article
 
Explainable Neuro-Symbolic Hierarchical Reinforcement Learning
Hitzler, P.⋅Sarker, M.K.⋅Lyu, D.⋅Yang, F.⋅Kwon, H.⋅Liu, B.⋅Dong, W. and Yilmaz, L.
(pp. 235-252)
 
Model credibility revisited: Concepts and considerations for appropriate trust
Yilmaz, L. and Liu, B.
Journal of Simulation, vol. 16, pp. 312-325. | Journal Article
 
Online food ordering delivery strategies based on deep reinforcement learning
Zou, G.⋅Tang, J.⋅Yilmaz, L. and Kong, X.
Applied Intelligence, vol. 52, pp. 6853-6865. | Journal Article
 
TDM: Trustworthy Decision-Making Via Interpretability Enhancement
Lyu, Daoming⋅Yang, Fangkai⋅Kwon, Hugh⋅Dong, Wen⋅Yilmaz, Levent and Liu, Bo
(pp. 450–461). Institute of Electrical and Electronics Engineers (IEEE)
 
Understanding Narrative-Driven Intergroup Conflict Dynamics Using Computational Cognitive Coherence Maps
Yilmaz, Levent
Social Science Computer Review, vol. 40, pp. 1285–1301. | Journal Article
2021
TDM: Trustworthy decision-making via interpretability enhancement
Lyu, D.⋅Yang, F.⋅Kwon, H.⋅Dong, W.⋅Yilmaz, L. and Liu, B.
2020
Learning Rule-Based Explanatory Models from Exploratory Multi-Simulation for Decision-Support under Uncertainty
Rodriguez, B. and Yilmaz, L.
(pp. 2293-2304)
 
Managing structural variability in agent-based models with feature coherence graphs
Yilmaz, Levent
International Journal of Simulation & Process Modelling , vol. 15, (no. 5), pp. 439-453, 2020. | Journal Article
 
Transformation from SysML to RePast and Back
?am, S.⋅Görür, B.K.⋅Ledet, J.⋅O?uztüzün, H. and Yilmaz, L.
(pp. 845-850)
2019
A cognitive architecture for verifiable system ethics via explainable autonomy
Yilmaz, L. and Sivaraj, S.
 
A quantum cognition model for simulating ethical dilemmas among multi-perspective agents
Yilmaz, Levent
Journal of Simulation, pp. 9, 2019-04-19. | Journal Article
 
Cogent: a coherence-driven cognitive agent modelling and experimentation framework
Yilmaz, Levent and Sivaraj, Sunit
International Journal of Simulation and Process Modelling, vol. 14, (no. 1), pp. 36, 2019-00-00. | Journal Article
 
Credible Agent-Based Simulation - An Illusion or only A Step Away
Onggo, B.S.⋅Yilmaz, L.⋅Klugl, F.⋅Terano, T. and MacAl, C.M.
(pp. 273-284)
 
On the use of model-driven engineering principles for the management of simulation experiments
Day?ba?, O.⋅O?uztüzün, H. and Y?lmaz, L.
Journal of Simulation, vol. 13, pp. 83-95. | Journal Article
 
Panel discussion: Moving social-behavioral modeling forward
O’Mahony, A.⋅Davis, P.K.⋅Appling, S.⋅Brashears, M.E.⋅Briscoe, E.⋅Carley, K.M.⋅Epstein, J.M.⋅Matthews, L.J.⋅Rand, W.⋅Reilly, S.N.⋅Rouse, W.B.⋅Swarup, S.⋅Tolk, A.⋅Vardavas, R. and Yilmaz, L.
(pp. 753-787)
 
Predetermined Rollbacks: An extension to Time Warp for spatially parallel agent-based simulation
Görür, Bilge Kaan⋅İmre, Kayhan M⋅Oğuztüzün, Halit and Yilmaz, Levent
Simulation Modelling Practice and Theory, vol. 95, pp. 77, September 2019. | Journal Article
 
Rapid prototyping of cognitive agent simulations using C-BML transformations
Topçu, Okan and Yilmaz, Levent
The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology, pp. 154851291986022, 2019-07-04. | Journal Article
 
Self-organization models of urban traffic lights based on digital infochemicals
Zou, Guangyu and Yilmaz, Levent
SIMULATION, vol. 95, (no. 3), pp. 285, 20190300. | Journal Article
 
Toward self-aware models as cognitive adaptive instruments for social and behavioral modeling
Yilmaz, L.
(pp. 569-586)
2018
Generative parallax simulation: Creative cognition models of emergence for simulation-driven model discovery
Yilmaz, L.
(pp. 59-75)
 
Hybrid simulation for cyber physical systems : a panel on where are we going regarding complexity, intelligence, and adaptability of CPS using simulation
Tolk, Andreas⋅Barros, Fernando⋅D Ambrogio, Andrea⋅Rajhans, Akshay⋅Mosterman, Pieter J⋅Shetty, Sachin S⋅Traoré, Mamadou K⋅Vangheluwe, Hans and Yilmaz, Levent
MSCIAAS '18 : proceedings of the Symposium on Modeling and Simulation of Complexity in Intelligent, Adaptive and Autonomous Systems, April 15-18, 2018, Baltimore, Maryland, 2018-01-01. | Journal Article