Markus Bohlin

According to our database, Markus Bohlin authored at least 50 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Machine learning testing in an ADAS case study using simulation-integrated bio-inspired search-based testing.

Mahshid Helali Moghadam, Markus Borg, Mehrdad Saadatmand, Seyed Jalaleddin Mousavirad, Markus Bohlin, Björn Lisper

J. Softw. Evol. Process., May, 2024

2023

Machine learning-assisted macro simulation for yard arrival prediction.

Niloofar Minbashi, Hans Sipilä, Carl-William Palmqvist, Markus Bohlin, Behzad Kordnejad

J. Rail Transp. Plan. Manag., March, 2023

A Combined Simulation-Optimization Approach for Robust Timetabling on Main Railway Lines.

Johan Högdahl, Markus Bohlin

Transp. Sci., January, 2023

Requirement or Not, That is the Question: A Case from the Railway Industry.

Sarmad Bashir, Muhammad Abbas, Mehrdad Saadatmand, Eduard Paul Enoiu, Markus Bohlin, Pernilla Lindberg

Proceedings of the Requirements Engineering: Foundation for Software Quality, 2023

2022

An autonomous performance testing framework using self-adaptive fuzzy reinforcement learning.

Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper

Softw. Qual. J., 2022

Microscopic and macroscopic simulation of early freight train departures.

Ingrid Johansson, Carl-William Palmqvist, Hans Sipilä, Jennifer Warg, Markus Bohlin

J. Rail Transp. Plan. Manag., 2022

Using NLP Tools to Detect Ambiguities in System Requirements - A Comparison Study.

Aleksandar Bajceta, Miguel Leon, Wasif Afzal, Pernilla Lindberg, Markus Bohlin

Proceedings of the Joint Proceedings of REFSQ-2022 Workshops, 2022

Comparison of Machine Learning's- and Humans'- Ability to Consistently Classify Anomalies in Cylinder Locks.

Tim Andersson, Markus Bohlin, Tomas Olsson, Mats Ahlskog

Proceedings of the Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action, 2022

Dynamic Maps Requirements for Autonomous Navigation on Construction Sites.

Philip Wickberg, Anas Fattouh, Sara Afshar, Johan Sjöberg, Markus Bohlin

Proceedings of the 5th International Conference on Communications, 2022

2021

Statistical analysis of departure deviations from shunting yards: Case study from Swedish railways.

Niloofar Minbashi, Carl-William Palmqvist, Markus Bohlin, Behzad Kordnejad

J. Rail Transp. Plan. Manag., 2021

Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent.

Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Björn Lisper, Pasqualina Potena

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Extending UIC 406-based capacity analysis - New approaches for railway nodes and network effects.

Norman Weik, Jennifer Warg, Ingrid Johansson, Markus Bohlin, Nils Nießen

J. Rail Transp. Plan. Manag., 2020

Guest editorial for the best papers of RailNorrköping 2019.

Anders Peterson, Markus Bohlin, Martin Joborn

J. Rail Transp. Plan. Manag., 2020

Poster: Performance Testing Driven by Reinforcement Learning.

Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper

Proceedings of the 13th IEEE International Conference on Software Testing, 2020

2019

sOrTES: A Supportive Tool for Stochastic Scheduling of Manual Integration Test Cases.

Sahar Tahvili, Rita Pimentel, Wasif Afzal, Marcus Ahlberg, Eric Fornander, Markus Bohlin

IEEE Access, 2019

Machine Learning to Guide Performance Testing: An Autonomous Test Framework.

Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper

Proceedings of the 2019 IEEE International Conference on Software Testing, 2019

Automated Functional Dependency Detection Between Test Cases Using Doc2Vec and Clustering.

Sahar Tahvili, Leo Hatvani, Michael Felderer, Wasif Afzal, Markus Bohlin

Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

2018

Similarity-based prioritization of test case automation.

Daniel Flemström, Pasqualina Potena, Daniel Sundmark, Wasif Afzal, Markus Bohlin

Softw. Qual. J., 2018

ESPRET: A tool for execution time estimation of manual test cases.

Sahar Tahvili, Wasif Afzal, Mehrdad Saadatmand, Markus Bohlin, Sharvathul Hasan Ameerjan

J. Syst. Softw., 2018

Functional Dependency Detection for Integration Test Cases.

Sahar Tahvili, Marcus Ahlberg, Eric Fornander, Wasif Afzal, Mehrdad Saadatmand, Markus Bohlin, Mahdi Sarabi

Proceedings of the 2018 IEEE International Conference on Software Quality, 2018

Using Mutant Stubbornness to Create Minimal and Prioritized Test Sets.

Loreto Gonzalez-Hernandez, Birgitta Lindström, Jeff Offutt, Sten F. Andler, Pasqualina Potena, Markus Bohlin

Proceedings of the 2018 IEEE International Conference on Software Quality, 2018

Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System.

Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper

Proceedings of the 2018 IEEE International Conference on Software Testing, 2018

Cluster-based test scheduling strategies using semantic relationships between test specifications.

Sahar Tahvili, Leo Hatvani, Michael Felderer, Wasif Afzal, Mehrdad Saadatmand, Markus Bohlin

Proceedings of the 5th International Workshop on Requirements Engineering and Testing, 2018

Learning-based response time analysis in real-time embedded systems: a simulation-based approach.

Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper

Proceedings of the 1st International Workshop on Software Qualities and Their Dependencies, 2018

Adaptive runtime response time control in PLC-based real-time systems using reinforcement learning.

Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper

Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems, 2018

2017

Towards a comprehensive model for track allocation and roll-time scheduling at marshalling yards.

Sara Gestrelius, Martin Aronsson, Martin Joborn, Markus Bohlin

J. Rail Transp. Plan. Manag., 2017

Message from the ITEQS 2017 Chairs.

Mehrdad Saadatmand, Birgitta Lindström, Markus Bohlin

Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

Targeted Mutation: Efficient Mutation Analysis for Testing Non-Functional Properties.

Björn Lisper, Birgitta Lindström, Pasqualina Potena, Mehrdad Saadatmand, Markus Bohlin

Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

Towards Execution Time Prediction for Manual Test Cases from Test Specification.

Sahar Tahvili, Mehrdad Saadatmand, Markus Bohlin, Wasif Afzal, Sharvathul Hasan Ameerjan

Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017

2016

Optimization Methods for Multistage Freight Train Formation.

Markus Bohlin, Sara Gestrelius, Florian Dahms, Matús Mihalák, Holger Flier

Transp. Sci., 2016

The use of railway simulation as an input to economic assessment of timetables.

Jennifer Warg, Markus Bohlin

J. Rail Transp. Plan. Manag., 2016

Cost-Benefit Analysis of Using Dependency Knowledge at Integration Testing.

Sahar Tahvili, Markus Bohlin, Mehrdad Saadatmand, Stig Larsson, Wasif Afzal, Daniel Sundmark

Proceedings of the Product-Focused Software Process Improvement, 2016

Dynamic Integration Test Selection Based on Test Case Dependencies.

Sahar Tahvili, Mehrdad Saadatmand, Stig Larsson, Wasif Afzal, Markus Bohlin, Daniel Sundmark

Proceedings of the Ninth IEEE International Conference on Software Testing, 2016

2015

Maintenance optimization with duration-dependent costs.

Markus Bohlin, Mathias Wärja

Ann. Oper. Res., 2015

2014

Search-Based Testing for Embedded Telecom Software with Complex Input Structures.

Kivanc Doganay, Sigrid Eldh, Wasif Afzal, Markus Bohlin

Proceedings of the Testing Software and Systems, 2014

2013

Statistical Anomaly Detection for Train Fleets.

Anders Holst, Markus Bohlin, Jan Ekman, Ola Sellin, Björn Lindström, Stefan Larsen

AI Mag., 2013

Search Based Testing of Embedded Systems Implemented in IEC 61131-3: An Industrial Case Study.

Kivanc Doganay, Markus Bohlin, Ola Sellin

Proceedings of the Sixth IEEE International Conference on Software Testing, 2013

MOS: An integrated model-based and search-based testing tool for Function Block Diagrams.

Eduard Paul Enoiu, Kivanc Doganay, Markus Bohlin, Daniel Sundmark, Paul Pettersson

Proceedings of the 1st International Workshop on Combining Modelling and Search-Based Software Engineering, 2013

2012

Optimal Freight Train Classification using Column Generation.

Markus Bohlin, Florian Dahms, Holger Flier, Sara Gestrelius

Proceedings of the 12th Workshop on Algorithmic Approaches for Transportation Modelling, 2012

2011

Track Allocation in Freight-Train Classification with Mixed Tracks.

Markus Bohlin, Holger Flier, Jens Maue, Matús Mihalák

Proceedings of the ATMOS 2011, 2011

2010

Searching for Gas Turbine Maintenance Schedules.

Markus Bohlin, Kivanc Doganay, Per Kreuger, Rebecca Steinert, Mathias Wärja

AI Mag., 2010

2009

A Study of Combinatorial Optimization Problems in Industrial Computer Systems.

Markus Bohlin

PhD thesis, 2009

Simulation-Based Timing Analysis of Complex Real-Time Systems.

Markus Bohlin, Yue Lu, Johan Kraft, Per Kreuger, Thomas Nolte

Proceedings of the 15th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2009

A Tool for Gas Turbine Maintenance Scheduling.

Markus Bohlin, Kivanc Doganay, Per Kreuger, Rebecca Steinert, Mathias Wärja

Proceedings of the Twenty-First Conference on Innovative Applications of Artificial Intelligence, 2009

MILP formulations of cumulative constraints for railway scheduling - A comparative study.

Martin Aronsson, Markus Bohlin, Per Kreuger

Proceedings of the ATMOS 2009, 2009

2008

Bounding Shared-Stack Usage in Systems with Offsets and Precedences.

Markus Bohlin, Kaj Hänninen, Jukka Mäki-Turja, Jan Carlson, Mikael Nolin

Proceedings of the 20th Euromicro Conference on Real-Time Systems, 2008

2007

Dynamic Routing of Rail Vehicles.

Anders Holst, Markus Bohlin

ERCIM News, 2007

2006

Determining Maximum Stack Usage in Preemptive Shared Stack Systems.

Kaj Hänninen, Jukka Mäki-Turja, Markus Bohlin, Jan Carlson, Mikael Nolin

Proceedings of the 27th IEEE Real-Time Systems Symposium (RTSS 2006), 2006

2004

A Local Search System for Solving Constraint Problems of Declarative Graph-Based Global Constraints.

Markus Bohlin

Proceedings of the Applications of Declarative Programming and Knowledge Management, 2004

2002

Improving Cost Calculations for Global Constraints in Local Search.

Markus Bohlin

Proceedings of the Principles and Practice of Constraint Programming, 2002