Sanja Lazarova-Molnar

Orcid: 0000-0002-6052-0863

According to our database1, Sanja Lazarova-Molnar authored at least 87 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
On the Relationship between Model Complexity and Decision Support in Agent-based Modeling and Simulation.
Simul. Notes Eur., 2024

Validation of Data-Driven Reliability Models in Manufacturing - Work in Progress.
Simul. Notes Eur., 2024

A Vision for Advancing Digital Twins Intelligence: Key Insights and Lessons from Decades of Research and Experience with Simulation.
Proceedings of the 14th International Conference on Simulation and Modeling Methodologies, 2024

Cybersecurity in Distributed Industrial Digital Twins: Threats, Defenses, and Key Takeaways.
DiDit@DisCoTec, 2024

Toward a Unified Security Framework for Digital Twin Architectures.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

2023
Data-driven extraction and analysis of repairable fault trees from time series data.
Expert Syst. Appl., April, 2023

A General Framework for Human-in-the-Loop Cognitive Digital Twins.
Proceedings of the Winter Simulation Conference, 2023

Uncovering Competitor Pricing Patterns in the Danish Pharmaceutical Market via Subsequence Time Series Clustering: A Case Study.
Proceedings of the Winter Simulation Conference, 2023

A Framework for Validating Data-Driven Discrete-Event Simulation Models of Cyber-Physical Production Systems.
Proceedings of the Winter Simulation Conference, 2023

Digital Twins for Energy-Efficient Manufacturing.
Proceedings of the IEEE International Systems Conference, 2023

PySPN: An Extendable Python Library for Modeling & Simulation of Stochastic Petri Nets.
Proceedings of the Simulation Tools and Techniques - 15th EAI International Conference, 2023

Equipment-centric Data-driven Reliability Assessment of Complex Manufacturing Systems.
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2023

Learning Temporal Truth Tables of Dynamic Fault Trees from Time Series Data on Faults.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023

Towards Developing an Agent-Based Model of Price Competition in the European Pharmaceutical Parallel Trade Market.
Proceedings of the Multi-Agent Systems - 20th European Conference, 2023

Predictive Process Monitoring for Prediction of Remaining Cycle Time in Automated Manufacturing: A Case Study.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

An Approach for Face Validity Assessment of Agent-Based Simulation Models Through Outlier Detection with Process Mining.
Proceedings of the Enterprise Design, Operations, and Computing, 2023

Using Process Mining for Face Validity Assessment in Agent-Based Simulation Models: An Exploratory Case Study.
Proceedings of the Cooperative Information Systems - 29th International Conference, 2023

Agent-based Simulation of the Pharmaceutical Parallel Trade Market: A Case Study.
Proceedings of the 14th International Conference on Ambient Systems, 2023

2022
Hybrid modeling of collaborative freight transportation planning using agent-based simulation, auction-based mechanisms, and optimization.
Simul., 2022

A framework for data-driven digitial twins of smart manufacturing systems.
Comput. Ind., 2022

Proxel-Based Simulation of Fault Trees in R.
Proceedings of the Winter Simulation Conference, 2022

Validation of Digital Twins: Challenges and Opportunities.
Proceedings of the Winter Simulation Conference, 2022

Data-Driven Reliability Modeling of Smart Manufacturing Systems Using Process Mining.
Proceedings of the Winter Simulation Conference, 2022

Data-driven Simulation.
Proceedings of the Signal Processing: Algorithms, 2022

Towards Agent-based Simulation of the Parallel Trading Market of Pharmaceuticals.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Discovering Agent Models using Process Mining: Initial Approach and a Case Study.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Ftaproxim - R Package for Proxel-Based Simulation of Fault Trees: A Case Study.
Proceedings of the 6th International Conference on System Reliability and Safety, 2022

The Relationship Between Agent-based Simulation and Game Theory in the Case of Parallel Trade.
Proceedings of the IEEE International Conference on Agents, 2022

Teaching Modeling, Simulation, and Performance Evaluation Course Online with Jupyter Notebook: Course Development and Lessons Learned.
Proceedings of the IEEE Frontiers in Education Conference, 2022

2021
Data-driven decision support in livestock farming for improved animal health, welfare and greenhouse gas emissions: Overview and challenges.
Comput. Electron. Agric., 2021

Data-Driven Modelling Of Repairable Fault Trees From Time Series Data With Missing Information.
Proceedings of the Winter Simulation Conference, 2021

Requirements for Data-Driven Reliability Modeling and Simulation of Smart Manufacturing Systems.
Proceedings of the Winter Simulation Conference, 2021

Experimental Comparison of Open Source Discrete-Event Simulation Frameworks.
Proceedings of the Simulation Tools and Techniques - 13th EAI International Conference, 2021

Process Mining for Reliability Modeling of Manufacturing Systems with Limited Data Availability.
Proceedings of the 8th International Conference on Internet of Things: Systems, 2021

Fusion of Data and Expert Knowledge for Fault Tree Reliability Analysis of Cyber-Physical Systems.
Proceedings of the 5th International Conference on System Reliability and Safety, 2021

Towards Data-Driven Reliability Modeling for Cyber-Physical Production Systems.
Proceedings of the 12th International Conference on Ambient Systems, 2021

2020
Modeling and Simulation for Decision Support in Precision Livestock Farming.
Proceedings of the Winter Simulation Conference, 2020

Data-Driven Fault Tree Modeling for Reliability Assessment of Cyber-Physical Systems.
Proceedings of the Winter Simulation Conference, 2020

Data-driven Decision Support Tools for Reducing GHG Emissions from Livestock Production Systems: Overview and Challenges.
Proceedings of the 7th International Conference on Internet of Things: Systems, 2020

2019
Collaborative data analytics for smart buildings: opportunities and models.
Clust. Comput., 2019

Leveraging the Capabilities of Industry 4.0 for Improving Energy Efficiency in Smart Factories.
IEEE Access, 2019

On the Extension of Schelling's Segregation Model.
Proceedings of the 2019 Winter Simulation Conference, 2019

Deriving Simulation Models from Data: Steps of Simulation Studies Revisited.
Proceedings of the 2019 Winter Simulation Conference, 2019

Industry 4.0: Opportunities for Enhancing Energy Efficiency in Smart Factories.
Proceedings of the 2019 IEEE International Systems Conference, 2019

The Synergy of Simulation and Time Series Forecasting for Live Performance Testing of Smart Buildings.
Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

LEAF: Live Building Performance Evaluation Framework.
Proceedings of the Fourth International Conference on Fog and Mobile Edge Computing, 2019

Usability Requirements for Smart Buildings' Performance Testing Solutions: A Survey.
Proceedings of the Fourth International Conference on Fog and Mobile Edge Computing, 2019

Reliability Assessment in the Context of Industry 4.0: Data as a Game Changer.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

2018
A Zoning Framework for Enhanced Smart Building Automation.
Proceedings of the 2018 Winter Simulation Conference, 2018

Comparative Evaluation of Threshold Modelling for Smart Buildings' Performance Testing.
Proceedings of the Ninth International Green and Sustainable Computing Conference, 2018

Towards smart buildings performance testing as a service.
Proceedings of the Third International Conference on Fog and Mobile Edge Computing, 2018

Collaborative Data Analytics for Industry 4.0: Challenges, Opportunities and Models.
Proceedings of the Sixth International Conference on Enterprise Systems, 2018

A Workflow for Continuous Performance Testing in Smart Buildings.
Proceedings of the Ambient Intelligence - 14th European Conference, 2018

2017
Middleware Challenges for Cyber-Physical Systems.
Scalable Comput. Pract. Exp., 2017

SmartCityWare: A Service-Oriented Middleware for Cloud and Fog Enabled Smart City Services.
IEEE Access, 2017

Towards systematic reliability modeling of smart buildings.
Proceedings of the 2017 Winter Simulation Conference, 2017

A service-oriented middleware for cloud of things and fog computing supporting smart city applications.
Proceedings of the 2017 IEEE SmartWorld, 2017

Towards Collaborative Data Analytics for Smart Buildings.
Proceedings of the Information Science and Applications 2017, 2017

Towards Service-Oriented Middleware for Fog and Cloud Integrated Cyber Physical Systems.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

Towards a framework for comprehensive and systematic reliability evaluation of building management systems.
Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017

A Practical Approach to Validation of Buildings' Sensor Data: A Commissioning Experience Report.
Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017

On the Complexity of Smart Buildings Occupant Behavior: Risks and Opportunities.
Proceedings of the 8th Balkan Conference in Informatics, 2017

2016
Software Engineering Issues for Cyber-Physical Systems.
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Mobile Crowdsourcing of Data for Fault Detection and Diagnosis in Smart Buildings.
Proceedings of the International Conference on Research in Adaptive and Convergent Systems, 2016

Middleware to support cyber-physical systems.
Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

Reliability of cyber physical systems with focus on building management systems.
Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

A Conceptual Framework for Occupant-Centered Building Management Decision Support System.
Proceedings of the Intelligent Environments 2016, 2016

2015
Project Schedule Simulation: Incorporating Human Factors' Uncertainty and Features' Priority in Task Modeling.
J. Softw., 2015

Commercial Buildings Energy Performance within Context - Occupants in Spotlight.
Proceedings of the SMARTGREENS 2015, 2015

Poster Abstract: Towards a Categorization Framework for Occupancy Sensing Systems.
Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

Challenge: Advancing Energy Informatics to Enable Assessable Improvements of Energy Performance in Buildings.
Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

2014
A Service-Oriented Middleware for Building Collaborative UAVs.
J. Intell. Robotic Syst., 2014

Evolution of Feature-Oriented Software: How to Stay on Course and Avoid the Cliffs of Modularity Drift.
Proceedings of the Software Technologies - 9th International Joint Conference, 2014

2013
Discrete-event simulation for design of enhanced project schedules.
Proceedings of the 2013 Summer Simulation Multiconference, 2013

Petri nets extension to model state-varying failure rates.
Proceedings of the 2013 Summer Simulation Multiconference, 2013

Performance Modeling of Data Dissemination in Vehicular Ad Hoc Networks.
Proceedings of the 17th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2013

2012
Simulation-based Feature Selection for Software Requirements Baseline.
J. Softw., 2012

2011
A simulation-based approach to enhancing project schedules by the inclusion of remedial action scenarios.
Proceedings of the Winter Simulation Conference 2011, 2011

A genetic algorithm to enhance transmembrane helices prediction.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Floating Task: Introducing and Simulating a Higher Degree of Uncertainty in Project Schedules.
Proceedings of the 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2010

Modeling Human Decision Behaviors for Accurate Prediction of Project Schedule Duration.
Proceedings of the Enterprise and Organizational Modeling and Simulation, 2010

2009
Device-Level Majority von Neumann Multiplexing.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Protein-protein interaction based on pairwise similarity.
BMC Bioinform., 2009

2007
What von Neumann Did Not Say About Multiplexing Beyond Gate Failures - The Gory Details.
Proceedings of the Computational and Ambient Intelligence, 2007

2006
A New Approach for Computing Conditional Probabilities of General Stochastic Processes.
Proceedings of the Proceedings 39th Annual Simulation Symposium (ANSS-39 2006), 2006

2004
Proxel-Based Simulation of Stochastic Petri Nets.
Proceedings of the Simulation und Visualisierung 2004 (SimVis 2004) 4-5 März 2004, 2004

2003
An Experimental Study of the Behaviour of the Proxel-Based Simulation Algorithm.
Proceedings of the Simulation und Visualisierung 2003 (SimVis 2003), 2003


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