Levent Yilmaz

Orcid: 0000-0002-5082-3908

Affiliations:
  • Auburn University


According to our database1, Levent Yilmaz authored at least 109 papers between 2001 and 2023.

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Bibliography

2023
Simulation of online food ordering delivery strategies using multi-agent system models.
J. Simulation, 2023

Chances and Challenges of ChatGPT and Similar Models for Education in M&S.
Proceedings of the Winter Simulation Conference, 2023

2022
TDM: Trustworthy Decision-Making Via Interpretability Enhancement.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Model credibility revisited: Concepts and considerations for appropriate trust.
J. Simulation, 2022

Online food ordering delivery strategies based on deep reinforcement learning.
Appl. Intell., 2022

2021
Explainable Neuro-Symbolic Hierarchical Reinforcement Learning.
Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

A Critical Review of Inductive Logic Programming Techniques for Explainable AI.
CoRR, 2021

2020
A quantum cognition model for simulating ethical dilemmas among multi-perspective agents.
J. Simulation, 2020

Managing structural variability in agent-based models with feature coherence graphs.
Int. J. Simul. Process. Model., 2020

Learning Rule-Based Explanatory Models from Exploratory Multi-Simulation for Decision-Support Under Uncertainty.
Proceedings of the Winter Simulation Conference, 2020

Transformation from SysML to RePast and Back.
Proceedings of the 11th International Conference on Ambient Systems, 2020

2019
Self-organization models of urban traffic lights based on digital infochemicals.
Simul., 2019

Predetermined Rollbacks: An extension to Time Warp for spatially parallel agent-based simulation.
Simul. Model. Pract. Theory, 2019

On the use of model-driven engineering principles for the management of simulation experiments.
J. Simulation, 2019

Cogent: a coherence-driven cognitive agent modelling and experimentation framework.
Int. J. Simul. Process. Model., 2019

Credible Agent-Based Simulation - An Illusion or Only A Step Awayƒ.
Proceedings of the 2019 Winter Simulation Conference, 2019

A Cognitive Architecture for Verifiable System Ethics via Explainable Autonomy.
Proceedings of the 2019 IEEE International Systems Conference, 2019

2018
Hybrid simulation for cyber physical systems: a panel on where are we going regarding complexity, intelligence, and adaptability of CPS using simulation.
Proceedings of the Symposium on Modeling and Simulation of Complexity in Intelligent, 2018

Supporting Simulation Experiments with Megamodeling.
Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development, 2018

2017
Computational models of ethical decision-making: A coherence-driven reflective equilibrium model.
Cogn. Syst. Res., 2017

Models as self-aware cognitive agents and adaptive mediators for model-driven science.
Proceedings of the 2017 Winter Simulation Conference, 2017

Model alignment using optimization and design of experiments.
Proceedings of the 2017 Winter Simulation Conference, 2017

A framework for formal automated analysis of simulation experiments using probabilistic model checking.
Proceedings of the 2017 Winter Simulation Conference, 2017

Improving the performance of optimistic time management mechanism with sub-state saving.
Proceedings of the 25th High Performance Computing Symposium, Virginia Beach, VA, USA, April 23, 2017

Models as autonomous adaptive mediators and cognitive instruments for systems science.
Proceedings of the Summer Simulation Multi-Conference, 2017

FeatureSim: Feature-driven simulation for exploratory analysis with agent-based models.
Proceedings of the 21st IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2017

2016
Exploring the Impact of Social Communication on the Innovation Potential of Open Science Communities.
IEEE Trans. Syst. Man Cybern. Syst., 2016

The impact of socio-technical communication styles on the diversity and innovation potential of global science collaboratories.
Comput. Math. Organ. Theory, 2016

The Goal-Hypothesis-Experiment framework: A generative cognitive domain architecture for simulation experiment management.
Proceedings of the Winter Simulation Conference, 2016

DATASEM: A simulation suite for SoSE management research.
Proceedings of the 11th System of Systems Engineering Conference, 2016

Machine understanding in agent-directed simulation: state-of-the-art and research directions.
Proceedings of the Modeling and Simulation of Complexity in Intelligent, 2016

Repast HPC with optimistic time management.
Proceedings of the 24th High Performance Computing Symposium, 2016

Higher order synergies among agents, simulation, and model-driven engineering.
Proceedings of the Summer Computer Simulation Conference, 2016

Coherence-driven Reflective Equilibrium model of ethical decision-making.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2016

Distributed Simulation - A Model Driven Engineering Approach
Simulation Foundations, Methods and Applications, Springer, ISBN: 978-3-319-03050-0, 2016

2015
Grand challenges for modeling and simulation: simulation everywhere - from cyberinfrastructure to clouds to citizens.
Simul., 2015

A model-driven engineering approach to simulation experiment design and execution.
Proceedings of the 2015 Winter Simulation Conference, 2015

Modeling an organizational view of the SoS towards managing its evolution.
Proceedings of the 10th System of Systems Engineering Conference, SoSE 2015, 2015

Paradigms for conceptual modeling.
Proceedings of the 48th Annual Simulation Symposium, 2015

Awareness-based Couplings of Intelligent Agents and Other Advanced Coupling Concepts for M&S.
Proceedings of the SIMULTECH 2015 - Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Colmar, Alsace, France, 21, 2015

2014
Agent-based simulation applications in marketing research: an integrated review.
J. Simulation, 2014

A symbiotic simulation architecture for evaluating UAVs collision avoidance techniques.
J. Simulation, 2014

Panel: the future of research in modeling & simulation.
Proceedings of the 2014 Winter Simulation Conference, 2014

Agent-supported simulation for coherence-driven workflow discovery and evaluation.
Proceedings of the 2014 Winter Simulation Conference, 2014

Toward a model-driven engineering framework for reproducible simulation experiment lifecycle management.
Proceedings of the 2014 Winter Simulation Conference, 2014

Extending the Jadex Framework with Coherence-Driven Adaptive Agent Decision-Making Model.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Toward model-driven engineering principles and practices to support model replicability.
Proceedings of the 2014 Summer Simulation Multiconference, 2014

Toward model-driven engineering principles and practices for model replicability and experiment reproducibility.
Proceedings of the 2014 Spring Simulation Multiconference, 2014

We didn't start the fire: using an agent-directed thermal simulator to keep servers cool.
Proceedings of the Agent-Directed Simulation Symposium, 2014

A systematic view of agent-supported simulation past, present, and promising future.
Proceedings of the 4th International Conference On Simulation And Modeling Methodologies, 2014

Validation and Analysis of a Distributed, Agent-Based Metaheuristic for Negotiation of Consensus Inspired by Honeybee Nest Site Selection Behavior.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

2013
Toward Replicability-Aware Modeling and Simulation: Changing the Conduct of M&S in the Information Age.
Proceedings of the Ontology, Epistemology, and Teleology for Modeling and Simulation, 2013

Philosophical Aspects of Modeling and Simulation.
Proceedings of the Ontology, Epistemology, and Teleology for Modeling and Simulation, 2013

Epistemology of modeling and simulation.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

An agent-based simulation study of a complex adaptive collaboration network.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Grand challenges on the theory of modeling and simulation.
Proceedings of the 2013 Spring Simulation Multiconference, SpringSim '13, 2013

Machine Understanding and Avoidance of Misunderstanding in Agent-directed Simulation and in Emotional Intelligence.
Proceedings of the SIMULTECH 2013, 2013

Toward an agent-based ecological model of the triple-helix theory of innovation dynamics.
Proceedings of the 2013 Summer Simulation Multiconference, 2013

Adapting a natural system simulation model to a general-purpose metaheuristic: toward engineering emergent distributed decision-making.
Proceedings of the 2013 Summer Simulation Multiconference, 2013

2012
Reflections on the 60<sup>th</sup> year anniversary of SCS.
Simul., 2012

An agent simulation study of a unified mechanism on individual foraging behaviour with individual scalar expectancies.
J. Simulation, 2012

Reproducibility in M&S research: issues, strategies and implications for model development environments.
J. Exp. Theor. Artif. Intell., 2012

InnoScape: a creative artificial ecosystem model of innovation and boundary processes in epistemic communities.
Int. J. Simul. Process. Model., 2012

An Information Foraging Model of Knowledge Creation and Spillover Dynamics in Open Source Science.
Int. J. Agent Technol. Syst., 2012

Synergies of simulation, agents, and systems engineering.
Expert Syst. Appl., 2012

Guest Editorial Introduction to the special issue on agent-directed simulation.
Comput. Math. Organ. Theory, 2012

An agent-based information foraging model of scientific knowledge creation and spillover in open science communities.
Proceedings of the 2012 Spring Simulation Multiconference, 2012

A complex adaptive model of information foraging and preferential attachment dynamics in Global Participatory Science.
Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2012

Exploring the impact of social communication on the innovation potential of epistemic communities.
Proceedings of the 50th Annual Southeast Regional Conference, 2012

2011
Reproducibility in modeling and simulation research.
Simul., 2011

Toward Multi-Level, Multi-Theoretical Model Portfolios for Scientific Enterprise Workforce Dynamics.
J. Artif. Soc. Soc. Simul., 2011

Dynamics of knowledge creation in global participatory science communities: open innovation communities from a network perspective.
Comput. Math. Organ. Theory, 2011

A robust evolutionary strategy for generative validation of agent-based models using adaptive simulation ensembles.
Proceedings of the Winter Simulation Conference 2011, 2011

Modeling and simulation driven software development.
Proceedings of the 2011 Spring Simulation Multi-conference, 2011

ACART: an API Compliance and Analysis Report Tool for discovering reference design traceability.
Proceedings of the 49th Annual Southeast Regional Conference, 2011

2010
Exploratory simulation of collective innovative behavior in global participatory science communities.
Proceedings of the 2010 Winter Simulation Conference, 2010

An agent simulation study of optimal foraging: the ideal free distribution with individual scalar expectancies.
Proceedings of the 2010 Spring Simulation Multiconference, 2010

SciBrowser: a computational ethnography tool to explore open source science communities.
Proceedings of the 48th Annual Southeast Regional Conference, 2010

2009
Artificial Intelligence in Modeling and Simulation.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Letter from the Editor.
Simul., 2009

An Agent Simulation Study on Conflict, Community Climate and Innovation in Open Source Communities.
Int. J. Open Source Softw. Process., 2009

On the Synergy of Conflict and Collective Creativity in Open Innovation Socio-technical Ecologies.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008
A Unifying Multimodel Taxonomy and Agent-Supported Multisimulation Strategy for Decision-Support.
Proceedings of the Intelligent Decision Making: An AI-Based Approach, 2008

Symbiotic adaptive multisimulation: An autonomic simulation framework for real-time decision support under uncertainty.
ACM Trans. Model. Comput. Simul., 2008

Reasoning about conceptual interoperability of simulations using meta-level graph relations.
Intell. Decis. Technol., 2008

Prelude to the panel on what makes good research in Modeling & Simulation.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

Panel discussion: What makes good research in modeling and simulation: Sustaining the growth and vitality of the M&S discipline.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

Agent simulation of collaborative knowledge processing in Wikipedia.
Proceedings of the 2008 Spring Simulation Multiconference, 2008

Innovation Systems Are Self-organizing Complex Adaptive Systems.
Proceedings of the Creative Intelligent Systems, 2008

2007
The impact of turbulence on the effectiveness and efficiency of software development teams in small organizations.
Softw. Process. Improv. Pract., 2007

Team-RUP: agent-based simulation of team behaviour in software development organisations.
Int. J. Simul. Process. Model., 2007

Requirements and design principles for multisimulation with multiresolution, multistage multimodels.
Proceedings of the Winter Simulation Conference, 2007

Using meta-level ontology relations to measure conceptual alignment and interoperability of simulation models.
Proceedings of the Winter Simulation Conference, 2007

Exploring the impact of employee turnover on the effectiveness of software development team archetypes.
Proceedings of the 2007 Spring Simulation Multiconference, 2007

An ontology-based dictionary of understanding as a basis for software agents with understanding abilities.
Proceedings of the 2007 Spring Simulation Multiconference, 2007

Agent-directed simulation systems engineering.
Proceedings of the 2007 Summer Computer Simulation Conference, 2007

Modelling Software Processes as Human-Centered Adaptive Work Systems.
Proceedings of the Software Process Improvement, 14th European Conference, 2007

2006
Validation and verification of social processes within agent-based computational organization models.
Comput. Math. Organ. Theory, 2006

Chaos in the water resources system.
Appl. Math. Comput., 2006

Engineering ab initio dynamic interoperability and composability via agent-mediated introspective simulation.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

Organization-Theoretic Perspective for Simulation Modeling of Agile Software Processes.
Proceedings of the Software Process Change, 2006

A conceptual model for agent-based simulation of physical security systems.
Proceedings of the 44st Annual Southeast Regional Conference, 2006

Agent-based simulation study of behavioral anticipation: anticipatory fault management in computer networks.
Proceedings of the 44st Annual Southeast Regional Conference, 2006

2005
Special Issue on Agent-directed Simulation.
Simul., 2005

2004
Verifying Collaborative Behavior in Component-Based DEVS Models.
Simul., 2004

Exploring Agent-Supported Simulation Brokering on the Semantic Web: Foundations for a Dynamic Composability Approach.
Proceedings of the 36th conference on Winter simulation, 2004

Behavioral Anticipation in Agent Simulation.
Proceedings of the 36th conference on Winter simulation, 2004

2003
Specifying and Verifying Collaborative Behavior in Component-Based Systems.
PhD thesis, 2003

2001
Verification and validation: automated object-flow testing of dynamic process interaction models.
Proceedings of the 33nd conference on Winter simulation, 2001


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