Markus Bohlin

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 37

Top Topics

Integration Testing

Reinforcement Learning

Test Data Generation

Top Venues

J. Rail Transp. Plan. Manag.

Softw. Qual. J.

Publications

Mahshid Helali Moghadam, Markus Borg, Mehrdad Saadatmand, Seyed Jalaleddin Mousavirad, Markus Bohlin, Björn Lisper
Machine learning testing in an ADAS case study using simulation-integrated bio-inspired search-based testing. J. Softw. Evol. Process. 36 (5) (2024)
Abdulkarim Habbab, Anas Fattouh, Bobbie Frank, Elianne Lindmark, Koteshwar Chirumalla, Markus Bohlin
A Multilevel Modelling Framework for Quarry Site Operations. SESoS@ICSE (2024)
Johan Högdahl, Markus Bohlin
A Combined Simulation-Optimization Approach for Robust Timetabling on Main Railway Lines. Transp. Sci. 57 (1) (2023)
Niloofar Minbashi, Hans Sipilä, Carl-William Palmqvist, Markus Bohlin, Behzad Kordnejad
Machine learning-assisted macro simulation for yard arrival prediction. J. Rail Transp. Plan. Manag. 25 (2023)
Sarmad Bashir, Muhammad Abbas, Mehrdad Saadatmand, Eduard Paul Enoiu, Markus Bohlin, Pernilla Lindberg
Requirement or Not, That is the Question: A Case from the Railway Industry. REFSQ (2023)
Tim Andersson, Markus Bohlin, Tomas Olsson, Mats Ahlskog
Comparison of Machine Learning's- and Humans'- Ability to Consistently Classify Anomalies in Cylinder Locks. APMS (1) (2022)
Ingrid Johansson, Carl-William Palmqvist, Hans Sipilä, Jennifer Warg, Markus Bohlin
Microscopic and macroscopic simulation of early freight train departures. J. Rail Transp. Plan. Manag. 21 (2022)
Aleksandar Bajceta, Miguel Leon, Wasif Afzal, Pernilla Lindberg, Markus Bohlin
Using NLP Tools to Detect Ambiguities in System Requirements - A Comparison Study. REFSQ Workshops (2022)
Mahshid Helali Moghadam, Markus Borg, Mehrdad Saadatmand, Seyed Jalaleddin Mousavirad, Markus Bohlin, Björn Lisper
Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing. CoRR (2022)
Philip Wickberg, Anas Fattouh, Sara Afshar, Johan Sjöberg, Markus Bohlin
Dynamic Maps Requirements for Autonomous Navigation on Construction Sites. ICCSPA (2022)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
An autonomous performance testing framework using self-adaptive fuzzy reinforcement learning. Softw. Qual. J. 30 (1) (2022)
Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Björn Lisper, Pasqualina Potena
Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent. CEC (2021)
Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Björn Lisper, Pasqualina Potena
Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent. CoRR (2021)
Niloofar Minbashi, Carl-William Palmqvist, Markus Bohlin, Behzad Kordnejad
Statistical analysis of departure deviations from shunting yards: Case study from Swedish railways. J. Rail Transp. Plan. Manag. 18 (2021)
Norman Weik, Jennifer Warg, Ingrid Johansson, Markus Bohlin, Nils Nießen
Extending UIC 406-based capacity analysis - New approaches for railway nodes and network effects. J. Rail Transp. Plan. Manag. 15 (2020)
Anders Peterson, Markus Bohlin, Martin Joborn
Guest editorial for the best papers of RailNorrköping 2019. J. Rail Transp. Plan. Manag. 15 (2020)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
Poster: Performance Testing Driven by Reinforcement Learning. ICST (2020)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning. CoRR (2019)
Sahar Tahvili, Leo Hatvani, Michael Felderer, Wasif Afzal, Markus Bohlin
Automated Functional Dependency Detection Between Test Cases Using Doc2Vec and Clustering. AITest (2019)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
Machine Learning to Guide Performance Testing: An Autonomous Test Framework. ICST Workshops (2019)
Sahar Tahvili, Rita Pimentel, Wasif Afzal, Marcus Ahlberg, Eric Fornander, Markus Bohlin
sOrTES: A Supportive Tool for Stochastic Scheduling of Manual Integration Test Cases. IEEE Access 7 (2019)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System. ICST Workshops (2018)
Daniel Flemström, Pasqualina Potena, Daniel Sundmark, Wasif Afzal, Markus Bohlin
Similarity-based prioritization of test case automation. Softw. Qual. J. 26 (4) (2018)
Loreto Gonzalez-Hernandez, Birgitta Lindström, Jeff Offutt, Sten F. Andler, Pasqualina Potena, Markus Bohlin
Using Mutant Stubbornness to Create Minimal and Prioritized Test Sets. QRS (2018)
Sahar Tahvili, Marcus Ahlberg, Eric Fornander, Wasif Afzal, Mehrdad Saadatmand, Markus Bohlin, Mahdi Sarabi
Functional Dependency Detection for Integration Test Cases. QRS Companion (2018)
Sahar Tahvili, Wasif Afzal, Mehrdad Saadatmand, Markus Bohlin, Sharvathul Hasan Ameerjan
ESPRET: A tool for execution time estimation of manual test cases. J. Syst. Softw. 146 (2018)
Sahar Tahvili, Leo Hatvani, Michael Felderer, Wasif Afzal, Mehrdad Saadatmand, Markus Bohlin
Cluster-based test scheduling strategies using semantic relationships between test specifications. RET@ICSE (2018)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
Learning-based response time analysis in real-time embedded systems: a simulation-based approach. SQUADE@ICSE (2018)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
Adaptive runtime response time control in PLC-based real-time systems using reinforcement learning. SEAMS@ICSE (2018)
Mehrdad Saadatmand, Birgitta Lindström, Markus Bohlin
Message from the ITEQS 2017 Chairs. ICST Workshops (2017)
Sara Gestrelius, Martin Aronsson, Martin Joborn, Markus Bohlin
Towards a comprehensive model for track allocation and roll-time scheduling at marshalling yards. J. Rail Transp. Plan. Manag. 7 (3) (2017)
Sahar Tahvili, Mehrdad Saadatmand, Markus Bohlin, Wasif Afzal, Sharvathul Hasan Ameerjan
Towards Execution Time Prediction for Manual Test Cases from Test Specification. SEAA (2017)
Björn Lisper, Birgitta Lindström, Pasqualina Potena, Mehrdad Saadatmand, Markus Bohlin
Targeted Mutation: Efficient Mutation Analysis for Testing Non-Functional Properties. ICST Workshops (2017)
Jennifer Warg, Markus Bohlin
The use of railway simulation as an input to economic assessment of timetables. J. Rail Transp. Plan. Manag. 6 (3) (2016)
Markus Bohlin, Sara Gestrelius, Florian Dahms, Matús Mihalák, Holger Flier
Optimization Methods for Multistage Freight Train Formation. Transp. Sci. 50 (3) (2016)
Sahar Tahvili, Mehrdad Saadatmand, Stig Larsson, Wasif Afzal, Markus Bohlin, Daniel Sundmark
Dynamic Integration Test Selection Based on Test Case Dependencies. ICST Workshops (2016)
Sahar Tahvili, Markus Bohlin, Mehrdad Saadatmand, Stig Larsson, Wasif Afzal, Daniel Sundmark
Cost-Benefit Analysis of Using Dependency Knowledge at Integration Testing. PROFES (2016)
Markus Bohlin, Mathias Wärja
Maintenance optimization with duration-dependent costs. Ann. Oper. Res. 224 (1) (2015)
Kivanc Doganay, Sigrid Eldh, Wasif Afzal, Markus Bohlin
Search-Based Testing for Embedded Telecom Software with Complex Input Structures. ICTSS (2014)
Kivanc Doganay, Markus Bohlin, Ola Sellin
Search Based Testing of Embedded Systems Implemented in IEC 61131-3: An Industrial Case Study. ICST Workshops (2013)
Eduard Paul Enoiu, Kivanc Doganay, Markus Bohlin, Daniel Sundmark, Paul Pettersson
MOS: An integrated model-based and search-based testing tool for Function Block Diagrams. CMSBSE@ICSE (2013)
Anders Holst, Markus Bohlin, Jan Ekman, Ola Sellin, Björn Lindström, Stefan Larsen
Statistical Anomaly Detection for Train Fleets. AI Mag. 34 (1) (2013)
Markus Bohlin, Florian Dahms, Holger Flier, Sara Gestrelius
Optimal Freight Train Classification using Column Generation. ATMOS (2012)
Anders Holst, Markus Bohlin, Jan Ekman, Ola Sellin, Björn Lindström, Stefan Larsen
Statistical Anomaly Detection for Train Fleets. IAAI (2012)
Markus Bohlin, Holger Flier, Jens Maue, Matús Mihalák
Track Allocation in Freight-Train Classification with Mixed Tracks. ATMOS (2011)
Markus Bohlin, Kivanc Doganay, Per Kreuger, Rebecca Steinert, Mathias Wärja
Searching for Gas Turbine Maintenance Schedules. AI Mag. 31 (1) (2010)
Martin Aronsson, Markus Bohlin, Per Kreuger
MILP formulations of cumulative constraints for railway scheduling - A comparative study. ATMOS (2009)
Markus Bohlin, Kivanc Doganay, Per Kreuger, Rebecca Steinert, Mathias Wärja
A Tool for Gas Turbine Maintenance Scheduling. IAAI (2009)
Markus Bohlin, Yue Lu, Johan Kraft, Per Kreuger, Thomas Nolte
Simulation-Based Timing Analysis of Complex Real-Time Systems. RTCSA (2009)
Markus Bohlin, Kaj Hänninen, Jukka Mäki-Turja, Jan Carlson, Mikael Nolin
Bounding Shared-Stack Usage in Systems with Offsets and Precedences. ECRTS (2008)
Anders Holst, Markus Bohlin
Dynamic Routing of Rail Vehicles. ERCIM News 2007 (68) (2007)
Kaj Hänninen, Jukka Mäki-Turja, Markus Bohlin, Jan Carlson, Mikael Nolin
Determining Maximum Stack Usage in Preemptive Shared Stack Systems. RTSS (2006)
Markus Bohlin
A Local Search System for Solving Constraint Problems of Declarative Graph-Based Global Constraints. INAP/WLP (2004)
Markus Bohlin
Improving Cost Calculations for Global Constraints in Local Search. CP (2002)