Sanja Lazarova-Molnar

120 papers A 1B 5C 12Misc 26Journal 20Unranked 55
YearRankTypeTitle / Venue / Authors
2026 C conf
MDPNML: A Multidimensional Petri Net Markup Language Enabling Construction and Simulation of Comprehensive Digital Twin Models.
MODELSWARD
Atieh Khodadadi, Sanja Lazarova-Molnar
2026 J jnl
PySPN: a Python library for stochastic Petri net modeling, simulation, and event log generation.
Simul.
Jonas Friederich, Atieh Khodadadi, Sanja Lazarova-Molnar
2025 — conf
A Conceptual Framework for Digital Twins of Multi-Agent Systems.
ANT/EDI40
Hui Min Lee, Ruhollah Jamali, Sanja Lazarova-Molnar
2025 — conf
Acoustic Traffic Attribute Classification for ITS: A Comparative Study of Machine Learning and CNN Approaches.
VTC2025-Fall
Jiawen Meng, Mustafa Demetgül, Sanja Lazarova-Molnar, Frank Gauterin, Alexey Vinel
2025 — conf
Automation of Decision Support in Simulation-Based Digital Twins in Manufacturing: A Survey.
IOTSMS
Ohad Daniel, Sanja Lazarova-Molnar
2025 Misc conf
Cybersecurity-oriented Digital Twins: A Double-Edged Sword or a Game Changer?
CSR
Sani M. Abdullahi, Sanja Lazarova-Molnar
2025 — conf
Data Requirements for Tire-Road Monitoring: A Roadmap for Data Collection, Processing, and Decision Making.
VTC2025-Fall
Mustafa Demetgül, Jiawen Meng, Sanja Lazarova-Molnar, Alexey Vinel
2025 J jnl
Data-driven reliability assessment of manufacturing systems using process mining.
Simul.
Jonas Friederich, Sanja Lazarova-Molnar
2025 — conf
Exploring Human-in-the-Loop Integration in the Operation of Digital Twin Applications.
IOTSMS
Johannes Deufel, Sanja Lazarova-Molnar
2025 Misc conf
Fusing Expert Knowledge and Internet of Things Data for Digital Twin Models: Addressing Uncertainty in Expert Statements.
SAC
Michelle Jungmann, Sanja Lazarova-Molnar
2025 B conf
Multidimensional Stochastic Petri Nets: A Novel Approach to Modeling and Simulation of Stochastic Discrete-Event Systems.
SMC
Atieh Khodadadi, Sanja Lazarova-Molnar
2025 J jnl
On the adoption and deployment of secure and privacy-preserving IIoT in smart manufacturing: a comprehensive guide with recent advances.
Int. J. Inf. Sec.
Sani M. Abdullahi, Sanja Lazarova-Molnar
2025 J jnl
Reliability Modeling and Simulation.
Simul.
Sanja Lazarova-Molnar
2025 J jnl
Reliability modeling and simulation: advancements with data-driven techniques and expert knowledge integration.
Simul.
Sanja Lazarova-Molnar, Jonas Friederich, Parisa Niloofar
2025 Misc conf
Simulation-Based Analysis of OPC UA Set-Up Vulnerability and Its Security Risks in Cyber-Physical Manufacturing Systems.
CSR
Sani M. Abdullahi, Manuel Götz, Sanja Lazarova-Molnar
2025 — conf
Surrogate Modeling: Review and Opportunities for Expert Knowledge Integration.
ANT/EDI40
Dusan Sturek, Sanja Lazarova-Molnar
2025 J jnl
Towards integrating process mining with agent-based modeling and simulation: State of the art and outlook.
Expert Syst. Appl.
Rob H. Bemthuis, Sanja Lazarova-Molnar
2024 Misc conf
A Comprehensive Framework for Data-Driven Agent-Based Modeling.
WSC
Ruhollah Jamali, Sanja Lazarova-Molnar
2024 C conf
A Vision for Advancing Digital Twins Intelligence: Key Insights and Lessons from Decades of Research and Experience with Simulation.
SIMULTECH
Sanja Lazarova-Molnar
2024 — conf
Challenges in Developing Digital Twins for Labor-intensive Manufacturing Systems: A Step towards Human-centricity.
ANT/EDI40
Manuel Götz, Sanja Lazarova-Molnar
2024 — conf
Cybersecurity in Distributed Industrial Digital Twins: Threats, Defenses, and Key Takeaways.
DiDit@DisCoTec
Sani M. Abdullahi, Ashkan Zare, Sanja Lazarova-Molnar
2024 C conf
Data-Driven Agent-Based Modeling and Simulation of Price Competition in the Danish Pharmaceutical Market.
EUMAS
Ruhollah Jamali, Sanja Lazarova-Molnar
2024 Misc conf
Data-Driven Extraction of Simulation Models for Energy-Oriented Digital Twins of Manufacturing Systems: An Illustrative Case Study.
WSC
Atieh Khodadadi, Sanja Lazarova-Molnar
2024 — conf
Data-driven Agent-based Modeling: Experimenting with the Schelling's Model.
ANT/EDI40
Ruhollah Jamali, Wannes Vermeiren, Sanja Lazarova-Molnar
2024 — conf
Digital Twins in Prognostics and Health Management: A Review of Diagnostic, Remaining Useful Life, and Predictive Maintenance Applications.
ICSRS
Kamrul Islam Shahin, Sanja Lazarova-Molnar
2024 Misc conf
Discovering Simulation Models from Labor-Intensive Manufacturing Systems.
WSC
Manuel Götz, Sanja Lazarova-Molnar
2024 — conf
Enhancing Reliability of Energy Systems With Digital Twins: Challenges and Opportunities.
ICSRS
Omar Mostafa, Sanja Lazarova-Molnar
2024 — conf
Essential Data Requirements for Industrial Energy Efficiency with Digital Twins: A Case Study Analysis.
ANT/EDI40
Atieh Khodadadi, Sanja Lazarova-Molnar
2024 Misc conf
Fusing Expert Knowledge and Data for Simulation Model Discovery in Digital Twins: A Case Study from Reliability Modeling.
WSC
Michelle Jungmann, Sanja Lazarova-Molnar
2024 Misc conf
Modular Validation within Digital Twins: A Case Study in Reliability Analysis of Manufacturing Systems.
WSC
Ashkan Zare, Sanja Lazarova-Molnar
2024 — conf
Multi-flow Process Mining for Comprehensive Simulation Model Discovery.
ICICM
Atieh Khodadadi, Sanja Lazarova-Molnar
2024 J jnl
On the Relationship between Model Complexity and Decision Support in Agent-based Modeling and Simulation.
Simul. Notes Eur.
Ruhollah Jamali, Sanja Lazarova-Molnar
2024 — conf
Review on Road Traffic Noise Modeling: Embarking on a Machine Learning Odyssey.
ITSC
Min-Bin Lin, Sanja Lazarova-Molnar, Alexey Vinel
2024 Misc conf
Supply Chain Digital Twin Framework for Hybrid Manufacturing Strategy Selection: A Case Study from the Semiconductor Industry.
WSC
Amir Ghasemi, Sanja Lazarova-Molnar, Cathal Heavey
2024 Misc conf
Toward a Unified Security Framework for Digital Twin Architectures.
CSR
Sani M. Abdullahi, Sanja Lazarova-Molnar
2024 — conf
Towards Fusing Data and Expert Knowledge for Better-Informed Digital Twins: An Initial Framework.
ANT/EDI40
Michelle Jungmann, Sanja Lazarova-Molnar
2024 J jnl
Validation of Data-Driven Reliability Models in Manufacturing - Work in Progress.
Simul. Notes Eur.
Jonas Friederich, Sanja Lazarova-Molnar
2024 — conf
Validation of Digital Twins in Labor-intensive Manufacturing: Significance and Challenges.
ANT/EDI40
Ashkan Zare, Sanja Lazarova-Molnar
2023 Misc conf
A Framework for Validating Data-Driven Discrete-Event Simulation Models of Cyber-Physical Production Systems.
WSC
Jonas Friederich, Sanja Lazarova-Molnar
2023 Misc conf
A General Framework for Human-in-the-Loop Cognitive Digital Twins.
WSC
Parisa Niloofar, Sanja Lazarova-Molnar, Olufemi A. Omitaomu, Haowen Xu, Xueping Li
2023 — conf
Agent-based Simulation of the Pharmaceutical Parallel Trade Market: A Case Study.
ANT/EDI40
Ruhollah Jamali, Sanja Lazarova-Molnar
2023 B conf
An Approach for Face Validity Assessment of Agent-Based Simulation Models Through Outlier Detection with Process Mining.
EDOC
Rob H. Bemthuis, Sanja Lazarova-Molnar
2023 J jnl
Data-driven extraction and analysis of repairable fault trees from time series data.
Expert Syst. Appl.
Parisa Niloofar, Sanja Lazarova-Molnar
2023 — conf
Digital Twins for Energy-Efficient Manufacturing.
SysCon
Nader Mohamed, Sanja Lazarova-Molnar, Jameela Al-Jaroodi
2023 — conf
Equipment-centric Data-driven Reliability Assessment of Complex Manufacturing Systems.
SIGSIM-PADS
Jonas Friederich, Wentong Cai, Boon Ping Gan, Sanja Lazarova-Molnar
2023 — conf
Learning Temporal Truth Tables of Dynamic Fault Trees from Time Series Data on Faults.
ICSRS
Parisa Niloofar, Sanja Lazarova-Molnar
2023 C conf
Predictive Process Monitoring for Prediction of Remaining Cycle Time in Automated Manufacturing: A Case Study.
ETFA
Jonas Friederich, Jonas Kristoffer Lindeløv, Sanja Lazarova-Molnar
2023 — conf
PySPN: An Extendable Python Library for Modeling & Simulation of Stochastic Petri Nets.
SimuTools
Jonas Friederich, Sanja Lazarova-Molnar
2023 C conf
Towards Developing an Agent-Based Model of Price Competition in the European Pharmaceutical Parallel Trade Market.
EUMAS
Ruhollah Jamali, Sanja Lazarova-Molnar
2023 Misc conf
Uncovering Competitor Pricing Patterns in the Danish Pharmaceutical Market via Subsequence Time Series Clustering: A Case Study.
WSC
Ruhollah Jamali, Sanja Lazarova-Molnar
2023 B conf
Using Process Mining for Face Validity Assessment in Agent-Based Simulation Models: An Exploratory Case Study.
CoopIS
Rob H. Bemthuis, Ruben Govers, Sanja Lazarova-Molnar
2022 J jnl
A framework for data-driven digitial twins of smart manufacturing systems.
Comput. Ind.
Jonas Friederich, Deena P. Francis, Sanja Lazarova-Molnar, Nader Mohamed
2022 Misc conf
Data-Driven Reliability Modeling of Smart Manufacturing Systems Using Process Mining.
WSC
Jonas Friederich, Sanja Lazarova-Molnar
2022 — conf
Data-driven Simulation.
SPA
Sanja Lazarova-Molnar
2022 — conf
Discovering Agent Models using Process Mining: Initial Approach and a Case Study.
ISPA/BDCloud/SocialCom/SustainCom
Rob H. Bemthuis, Sanja Lazarova-Molnar
2022 — conf
Ftaproxim - R Package for Proxel-Based Simulation of Fault Trees: A Case Study.
ICSRS
Parisa Niloofar, Hossein Haghbin, Sanja Lazarova-Molnar
2022 J jnl
Hybrid modeling of collaborative freight transportation planning using agent-based simulation, auction-based mechanisms, and optimization.
Simul.
Ki-Hwan Bae, Navonil Mustafee, Sanja Lazarova-Molnar, Long Zheng
2022 Misc conf
Proxel-Based Simulation of Fault Trees in R.
WSC
Parisa Niloofar, Hossein Haghbin, Sanja Lazarova-Molnar
2022 C conf
Teaching Modeling, Simulation, and Performance Evaluation Course Online with Jupyter Notebook: Course Development and Lessons Learned.
FIE
Farag M. Sallabi, Sanja Lazarova-Molnar
2022 — conf
The Relationship Between Agent-based Simulation and Game Theory in the Case of Parallel Trade.
ICA
Ruhollah Jamali, Sanja Lazarova-Molnar
2022 — conf
Towards Agent-based Simulation of the Parallel Trading Market of Pharmaceuticals.
ISPA/BDCloud/SocialCom/SustainCom
Ruhollah Jamali, Sanja Lazarova-Molnar
2022 Misc conf
Validation of Digital Twins: Challenges and Opportunities.
WSC
Edward Y. Hua, Sanja Lazarova-Molnar, Deena P. Francis
2021 Misc conf
Data-Driven Modelling Of Repairable Fault Trees From Time Series Data With Missing Information.
WSC
Parisa Niloofar, Sanja Lazarova-Molnar
2021 J jnl
Data-driven decision support in livestock farming for improved animal health, welfare and greenhouse gas emissions: Overview and challenges.
Comput. Electron. Agric.
Parisa Niloofar, Deena P. Francis, Sanja Lazarova-Molnar, Alexandru Vulpe, Marius-Constantin Vochin, George Suciu, Mihaela Balanescu, Vasileios Anestis, Thomas Bartzanas
2021 — conf
Experimental Comparison of Open Source Discrete-Event Simulation Frameworks.
SimuTools
Oskar Skak Kristiansen, Ulrik Sandberg, Casper Hansen, Morten Skovgaard Jensen, Jonas Friederich, Sanja Lazarova-Molnar
2021 — conf
Fusion of Data and Expert Knowledge for Fault Tree Reliability Analysis of Cyber-Physical Systems.
ICSRS
Parisa Niloofar, Sanja Lazarova-Molnar
2021 — conf
Process Mining for Reliability Modeling of Manufacturing Systems with Limited Data Availability.
IOTSMS
Jonas Friederich, Sanja Lazarova-Molnar
2021 Misc conf
Requirements for Data-Driven Reliability Modeling and Simulation of Smart Manufacturing Systems.
WSC
Jonas Friederich, Sune Chung Jepsen, Sanja Lazarova-Molnar, Torben Worm
2021 — conf
Towards Data-Driven Reliability Modeling for Cyber-Physical Production Systems.
ANT/EDI40
Jonas Friederich, Sanja Lazarova-Molnar
2020 Misc conf
Data-Driven Fault Tree Modeling for Reliability Assessment of Cyber-Physical Systems.
WSC
Sanja Lazarova-Molnar, Parisa Niloofar, Gabor Kevin Barta
2020 — conf
Data-driven Decision Support Tools for Reducing GHG Emissions from Livestock Production Systems: Overview and Challenges.
IoTSMS
Drisya Alex Thumba, Sanja Lazarova-Molnar, Parisa Niloofar
2020 Misc conf
Modeling and Simulation for Decision Support in Precision Livestock Farming.
WSC
Parisa Niloofar, Sanja Lazarova-Molnar, Deena P. Francis, Alexandru Vulpe, George Suciu, Mihaela Balanescu
2019 J jnl
Collaborative data analytics for smart buildings: opportunities and models.
Clust. Comput.
Sanja Lazarova-Molnar, Nader Mohamed
2019 Misc conf
Deriving Simulation Models from Data: Steps of Simulation Studies Revisited.
WSC
Sanja Lazarova-Molnar, Xueping Li
2019 — conf
Industry 4.0: Opportunities for Enhancing Energy Efficiency in Smart Factories.
SysCon
Nader Mohamed, Jameela Al-Jaroodi, Sanja Lazarova-Molnar
2019 — conf
LEAF: Live Building Performance Evaluation Framework.
FMEC
Elena Markoska, Sanja Lazarova-Molnar
2019 J jnl
Leveraging the Capabilities of Industry 4.0 for Improving Energy Efficiency in Smart Factories.
IEEE Access
Nader Mohamed, Jameela Al-Jaroodi, Sanja Lazarova-Molnar
2019 Misc conf
On the Extension of Schelling's Segregation Model.
WSC
Zeyu Liu, Xueping Li, Anahita Khojandi, Sanja Lazarova-Molnar
2019 — conf
Reliability Assessment in the Context of Industry 4.0: Data as a Game Changer.
ANT/EDI40
Sanja Lazarova-Molnar, Nader Mohamed
2019 C conf
The Synergy of Simulation and Time Series Forecasting for Live Performance Testing of Smart Buildings.
iiWAS
Elena Markoska, Sanja Lazarova-Molnar
2019 — conf
Usability Requirements for Smart Buildings' Performance Testing Solutions: A Survey.
FMEC
Elena Markoska, Sanja Lazarova-Molnar
2018 — conf
A Workflow for Continuous Performance Testing in Smart Buildings.
AmI
Elena Markoska, Sanja Lazarova-Molnar
2018 Misc conf
A Zoning Framework for Enhanced Smart Building Automation.
WSC
Sanja Lazarova-Molnar, Elena Markoska, Nader Mohamed
2018 — conf
Collaborative Data Analytics for Industry 4.0: Challenges, Opportunities and Models.
ES
Sanja Lazarova-Molnar, Nader Mohamed, Jameela Al-Jaroodi
2018 — conf
Comparative Evaluation of Threshold Modelling for Smart Buildings' Performance Testing.
IGSC
Elena Markoska, Sanja Lazarova-Molnar
2018 — conf
Towards smart buildings performance testing as a service.
FMEC
Elena Markoska, Sanja Lazarova-Molnar
2017 — conf
A Practical Approach to Validation of Buildings' Sensor Data: A Commissioning Experience Report.
BigDataService
Claudio Giovanni Mattera, Sanja Lazarova-Molnar, Hamid Reza Shaker, Bo Nørregaard Jørgensen
2017 — conf
A service-oriented middleware for cloud of things and fog computing supporting smart city applications.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Nader Mohamed, Jameela Al-Jaroodi, Sanja Lazarova-Molnar, Imad Jawhar, Sara Mahmoud
2017 J jnl
Middleware Challenges for Cyber-Physical Systems.
Scalable Comput. Pract. Exp.
Nader Mohamed, Jameela Al-Jaroodi, Sanja Lazarova-Molnar, Imad Jawhar
2017 — conf
On the Complexity of Smart Buildings Occupant Behavior: Risks and Opportunities.
BCI
Sanja Lazarova-Molnar, Nader Mohamed
2017 J jnl
SmartCityWare: A Service-Oriented Middleware for Cloud and Fog Enabled Smart City Services.
IEEE Access
Nader Mohamed, Jameela Al-Jaroodi, Imad Jawhar, Sanja Lazarova-Molnar, Sara Mahmoud
2017 — conf
Towards Collaborative Data Analytics for Smart Buildings.
ICISA
Sanja Lazarova-Molnar, Nader Mohamed
2017 — conf
Towards Service-Oriented Middleware for Fog and Cloud Integrated Cyber Physical Systems.
ICDCS Workshops
Nader Mohamed, Sanja Lazarova-Molnar, Imad Jawhar, Jameela Al-Jaroodi
2017 — conf
Towards a framework for comprehensive and systematic reliability evaluation of building management systems.
ICCPS
Sanja Lazarova-Molnar
2017 Misc conf
Towards systematic reliability modeling of smart buildings.
WSC
Sanja Lazarova-Molnar, Elena Markoska, Hamid Reza Shaker
2016 B conf
A Conceptual Framework for Occupant-Centered Building Management Decision Support System.
Intelligent Environments (Workshops)
Sanja Lazarova-Molnar, Hamid Reza Shaker
2016 C conf
Middleware to support cyber-physical systems.
IPCCC
Nader Mohamed, Jameela Al-Jaroodi, Sanja Lazarova-Molnar, Imad Jawhar
2016 — conf
Mobile Crowdsourcing of Data for Fault Detection and Diagnosis in Smart Buildings.
RACS
Sanja Lazarova-Molnar, Halldór Þór Logason, Peter Grønbæk Andersen, Mikkel Baun Kjærgaard
2016 C conf
Reliability of cyber physical systems with focus on building management systems.
IPCCC
Sanja Lazarova-Molnar, Hamid Reza Shaker, Nader Mohamed
2016 B conf
Software Engineering Issues for Cyber-Physical Systems.
SMARTCOMP
Jameela Al-Jaroodi, Nader Mohamed, Imad Jawhar, Sanja Lazarova-Molnar
2015 — conf
Challenge: Advancing Energy Informatics to Enable Assessable Improvements of Energy Performance in Buildings.
e-Energy
Bo Nørregaard Jørgensen, Mikkel Baun Kjærgaard, Sanja Lazarova-Molnar, Hamid Reza Shaker, Christian T. Veje
2015 — conf
Commercial Buildings Energy Performance within Context - Occupants in Spotlight.
SMARTGREENS
Sanja Lazarova-Molnar, Mikkel Baun Kjærgaard, Hamid Reza Shaker, Bo Nørregaard Jørgensen
2015 — conf
Poster Abstract: Towards a Categorization Framework for Occupancy Sensing Systems.
e-Energy
Mikkel Baun Kjærgaard, Sanja Lazarova-Molnar, Muhyiddine Jradi
2015 J jnl
Project Schedule Simulation: Incorporating Human Factors' Uncertainty and Features' Priority in Task Modeling.
J. Softw.
Rabeb Mizouni, Sanja Lazarova-Molnar
2014 J jnl
A Service-Oriented Middleware for Building Collaborative UAVs.
J. Intell. Robotic Syst.
Nader Mohamed, Jameela Al-Jaroodi, Imad Jawhar, Sanja Lazarova-Molnar
2014 — conf
Evolution of Feature-Oriented Software: How to Stay on Course and Avoid the Cliffs of Modularity Drift.
ICSOFT (Selected Papers)
Andrzej Olszak, Sanja Lazarova-Molnar, Bo Nørregaard Jørgensen
2013 — conf
Discrete-event simulation for design of enhanced project schedules.
SummerSim
Sanja Lazarova-Molnar, Rabeb Mizouni
2013 C conf
Performance Modeling of Data Dissemination in Vehicular Ad Hoc Networks.
DS-RT
Moumena Chaqfeh, Abderrahmane Lakas, Sanja Lazarova-Molnar
2013 — conf
Petri nets extension to model state-varying failure rates.
SummerSim
Sanja Lazarova-Molnar
2012 J jnl
Simulation-based Feature Selection for Software Requirements Baseline.
J. Softw.
Rabeb Mizouni, Sanja Lazarova-Molnar
2011 A conf
A genetic algorithm to enhance transmembrane helices prediction.
GECCO
Nazar Zaki, Salah Bouktif, Sanja Lazarova-Molnar
2011 Misc conf
A simulation-based approach to enhancing project schedules by the inclusion of remedial action scenarios.
WSC
Sanja Lazarova-Molnar, Rabeb Mizouni
2010 C conf
Floating Task: Introducing and Simulating a Higher Degree of Uncertainty in Project Schedules.
WETICE
Sanja Lazarova-Molnar, Rabeb Mizouni
2010 C conf
Modeling Human Decision Behaviors for Accurate Prediction of Project Schedule Duration.
EOMAS
Sanja Lazarova-Molnar, Rabeb Mizouni
2009 — ch.
Device-Level Majority von Neumann Multiplexing.
Encyclopedia of Artificial Intelligence
Valeriu Beiu, Walid Ibrahim, Sanja Lazarova-Molnar
2009 J jnl
Protein-protein interaction based on pairwise similarity.
BMC Bioinform.
Nazar Zaki, Sanja Lazarova-Molnar, Wassim El-Hajj, Piers Campbell
2007 Misc conf
What von Neumann Did Not Say About Multiplexing Beyond Gate Failures - The Gory Details.
IWANN
Valeriu Beiu, Walid Ibrahim, Sanja Lazarova-Molnar
2006 — conf
A New Approach for Computing Conditional Probabilities of General Stochastic Processes.
Annual Simulation Symposium
Fabian Wickborn, Claudia Isensee, Thomas Simon, Sanja Lazarova-Molnar, Graham Horton
2004 — conf
Proxel-Based Simulation of Stochastic Petri Nets.
SimVis
Sanja Lazarova-Molnar, Graham Horton
2003 — conf
An Experimental Study of the Behaviour of the Proxel-Based Simulation Algorithm.
SimVis
Sanja Lazarova-Molnar, Graham Horton