Markus Bohlin

According to our database1, Markus Bohlin authored at least 44 papers between 2002 and 2022.

Collaborative distances:



In proceedings 
PhD thesis 




An autonomous performance testing framework using self-adaptive fuzzy reinforcement learning.
Softw. Qual. J., 2022

Microscopic and macroscopic simulation of early freight train departures.
J. Rail Transp. Plan. Manag., 2022

Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing.
CoRR, 2022

Using NLP Tools to Detect Ambiguities in System Requirements - A Comparison Study.
Proceedings of the Joint Proceedings of REFSQ-2022 Workshops, 2022

Statistical analysis of departure deviations from shunting yards: Case study from Swedish railways.
J. Rail Transp. Plan. Manag., 2021

Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Extending UIC 406-based capacity analysis - New approaches for railway nodes and network effects.
J. Rail Transp. Plan. Manag., 2020

Guest editorial for the best papers of RailNorrköping 2019.
J. Rail Transp. Plan. Manag., 2020

Poster: Performance Testing Driven by Reinforcement Learning.
Proceedings of the 13th IEEE International Conference on Software Testing, 2020

sOrTES: A Supportive Tool for Stochastic Scheduling of Manual Integration Test Cases.
IEEE Access, 2019

Machine Learning to Guide Performance Testing: An Autonomous Test Framework.
Proceedings of the 2019 IEEE International Conference on Software Testing, 2019

Automated Functional Dependency Detection Between Test Cases Using Doc2Vec and Clustering.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

Similarity-based prioritization of test case automation.
Softw. Qual. J., 2018

ESPRET: A tool for execution time estimation of manual test cases.
J. Syst. Softw., 2018

Functional Dependency Detection for Integration Test Cases.
Proceedings of the 2018 IEEE International Conference on Software Quality, 2018

Using Mutant Stubbornness to Create Minimal and Prioritized Test Sets.
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.
Proceedings of the 2018 IEEE International Conference on Software Testing, 2018

Cluster-based test scheduling strategies using semantic relationships between test specifications.
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.
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.
Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems, 2018

Towards a comprehensive model for track allocation and roll-time scheduling at marshalling yards.
J. Rail Transp. Plan. Manag., 2017

Message from the ITEQS 2017 Chairs.
Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

Targeted Mutation: Efficient Mutation Analysis for Testing Non-Functional Properties.
Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

Towards Execution Time Prediction for Manual Test Cases from Test Specification.
Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017

Optimization Methods for Multistage Freight Train Formation.
Transp. Sci., 2016

The use of railway simulation as an input to economic assessment of timetables.
J. Rail Transp. Plan. Manag., 2016

Cost-Benefit Analysis of Using Dependency Knowledge at Integration Testing.
Proceedings of the Product-Focused Software Process Improvement, 2016

Dynamic Integration Test Selection Based on Test Case Dependencies.
Proceedings of the Ninth IEEE International Conference on Software Testing, 2016

Maintenance optimization with duration-dependent costs.
Ann. Oper. Res., 2015

Search-Based Testing for Embedded Telecom Software with Complex Input Structures.
Proceedings of the Testing Software and Systems, 2014

Statistical Anomaly Detection for Train Fleets.
AI Mag., 2013

Search Based Testing of Embedded Systems Implemented in IEC 61131-3: An Industrial Case Study.
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.
Proceedings of the 1st International Workshop on Combining Modelling and Search-Based Software Engineering, 2013

Optimal Freight Train Classification using Column Generation.
Proceedings of the 12th Workshop on Algorithmic Approaches for Transportation Modelling, 2012

Track Allocation in Freight-Train Classification with Mixed Tracks.
Proceedings of the ATMOS 2011, 2011

Searching for Gas Turbine Maintenance Schedules.
AI Mag., 2010

Simulation-Based Timing Analysis of Complex Real-Time Systems.
Proceedings of the 15th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2009

A Tool for Gas Turbine Maintenance Scheduling.
Proceedings of the Twenty-First Conference on Innovative Applications of Artificial Intelligence, 2009

MILP formulations of cumulative constraints for railway scheduling - A comparative study.
Proceedings of the ATMOS 2009, 2009

Bounding Shared-Stack Usage in Systems with Offsets and Precedences.
Proceedings of the 20th Euromicro Conference on Real-Time Systems, 2008

Dynamic Routing of Rail Vehicles.
ERCIM News, 2007

Determining Maximum Stack Usage in Preemptive Shared Stack Systems.
Proceedings of the 27th IEEE Real-Time Systems Symposium (RTSS 2006), 2006

A Local Search System for Solving Constraint Problems of Declarative Graph-Based Global Constraints.
Proceedings of the Applications of Declarative Programming and Knowledge Management, 2004

Improving Cost Calculations for Global Constraints in Local Search.
Proceedings of the Principles and Practice of Constraint Programming, 2002