Publications

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Number of publications matching the search criterion: 62 (showing 1 - 50)

Doctoral Thesis (1)

A Study of Combinatorial Optimization Problems in Industrial Computer Systems (Nov 2009)
Markus Bohlin

Licentiate Thesis (1)

Design and Implementation of a Graph-Based Constraint Model for Local Search (Apr 2004)
Markus Bohlin

Journal article (11)

Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing (Jun 2023)
Mahshid Helali Moghadam, Markus Borg , Mehrdad Saadatmand , Seyed Jalaleddin Mousavirad , Markus Bohlin, Björn Lisper
Journal of Software: Evolution and Process (JSEP)

An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning (Mar 2021)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
Software Quality Journal (Springer) (SQJ)

Extending UIC 406-based capacity analysis – New approaches for railway nodes and network effects (Apr 2020)
Norman Weik , Jennifer Warg , Ingrid Johansson , Markus Bohlin, Nils Niessen
Journal of Rail Transport Planning & Management (JRTPM)

A combined simulation-optimization approach for minimizing travel time and delays in railway timetables (Jun 2019)
Johan Högdahl , Markus Bohlin, Oskar Fröidh
Transportation Research Part B (TRpB)

Speed profile optimization of catenary-free electric trains with lithium-ion batteries (Jan 2019)
Nima Ghaviha , Markus Bohlin, Christer Holmberg , Erik Dahlquist
Journal of Modern Transportation (JMT)

sOrTES: A Supportive Tool for Stochastic Scheduling of Manual Integration Test Cases (Jan 2019)
Sahar Tahvili, Rita Pimentel , Wasif Afzal, Marcus Ahlberg , Eric Fornander , Markus Bohlin
Journal of IEEE Access (ACCESS)

ESPRET: A Tool for Execution Time Estimation of Manual Test Cases (Sep 2018)
Sahar Tahvili, Wasif Afzal, Mehrdad Saadatmand , Markus Bohlin, Sharvathul Hasan Ameerjan
Journal of Systems and Software (JSS)

Similarity-Based Prioritization of Test Case Automation (Apr 2018)
Daniel Flemström, Pasqualina Potena , Daniel Sundmark, Wasif Afzal, Markus Bohlin
Software Quality Journal (Springer) (SQJ)

Optimization Methods for Multistage Freight Train Formation (Feb 2015)
Markus Bohlin, Sara Gestrelius, Florian Dahms, Matúš Mihalák , Holger Flier
Transportation Science (TRANSPORT SCI)

Maintenance optimization with duration-dependent costs (Dec 2012)
Markus Bohlin
Annals of Operations Research

Searching for Gas Turbine Maintenance Schedules (Mar 2010)
Markus Bohlin, Kivanc Doganay, Per Kreuger , Rebecca Steinert , Mathias Wärja
AI Magazine

Conference/Workshop Paper (43)

A Multilevel Modelling Framework for Quarry Site Operations (Apr 2024)
Abdulkarim Habbab, Anas Fattouh, Bobbie Frank , Elianne Lindmark , Koteshwar Chirumalla, Markus Bohlin
12th International Workshop on Software Engineering for Systems-of-Systems and Software Ecosystems (SESoS 2024)

Adopting a Digital Twin Framework for Autonomous Machine Operation at Construction Sites (Oct 2023)
Philip Wickberg, Anas Fattouh, Sara Afshar, Markus Bohlin
The 7th CAA International Conference on Vehicular Control and Intelligence (CVCI 2023)

Mapping simulation optimization requirements for construction sites: A study in the heavy-duty vehicles industry (Oct 2023)
Abdulkarim Habbab, Anas Fattouh, Bobbie Frank , Koteshwar Chirumalla, Markus Bohlin
64th International Conference of Scandinavian Simulation Society (SIMS 2023)

Requirement or Not, That is the Question: A Case from the Railway Industry (Apr 2023)
Sarmad Bashir, Muhammad Abbas, Mehrdad Saadatmand , Eduard Paul Enoiu, Markus Bohlin, Pernilla Lindberg
Requirements Engineering: Foundation for Software Quality (REFSQ 2023)

Dynamic Maps Requirements for Autonomous Navigation on Construction Sites (Dec 2022)
Philip Wickberg, Anas Fattouh, Sara Afshar, Johan Sjöberg , Markus Bohlin
The 5th International Conference on Communications, Signal Processing, and their Applications (ICCSPA’22)

Using NLP tools to detect ambiguities in system requirements - A comparison study (Mar 2022)
Aleksandar Bajceta, Miguel Leon Ortiz, Wasif Afzal, Pernilla Lindberg , Markus Bohlin
5th Workshop on Natural Language Processing for Requirements Engineering @ REFSQ (NLP4RE)

Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent (Jul 2021)
Mahshid Helali Moghadam, Golrokh Hamidi , Markus Borg , Mehrdad Saadatmand , Markus Bohlin, Björn Lisper, Pasqualina Potena
2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021)

A Real-Time Optimization Model for Production Planning in Quarry Sites (Apr 2021)
Anas Fattouh, Markus Bohlin, Daniel Sundmark
International Conference on Industrial Engineering and Applications (ICIEA 2021)

Poster: Performance Testing Driven by Reinforcement Learning (Oct 2020)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
IEEE 13th International Conference on Software Testing, Validation and Verification (ICST2020)

Machine Learning to Guide Performance Testing: An Autonomous Test Framework (Apr 2019)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)

Automated Functional Dependency Detection Between Test Cases Using Doc2Vec and Clustering (Apr 2019)
Sahar Tahvili, Leo Hatvani, Michael Felderer , Wasif Afzal, Markus Bohlin
The First IEEE International Conference On Artificial Intelligence Testing (AI Testing)

Functional Dependency Detection for Integration Test Cases (Jul 2018)
Sahar Tahvili, Marcus Ahlberg , Eric Fornander , Wasif Afzal, Mehrdad Saadatmand , Markus Bohlin, Mahdi Sarabi
The 18th IEEE International Conference on Software Quality, Reliability and Security (QRS18)

Cluster-Based Test Scheduling Strategies Using Semantic Relationships between Test Specifications (Jun 2018)
Sahar Tahvili, Leo Hatvani, Michael Felderer , Wasif Afzal, Mehrdad Saadatmand , Markus Bohlin
5th International Workshop on Requirements Engineering and Testing (RET'18)

Adaptive Runtime Response Time Control in PLC-based Real-Time Systems using Reinforcement Learning (May 2018)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
13th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 18)

Learning-based Response Time Analysis in Real-Time Embedded Systems: A Simulation-based Approach (May 2018)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
1st International Workshop on Software Qualities and their Dependencies, located at the International Conference of Software Engineering (ICSE) 2018 (SQUADE'18)

Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System (Apr 2018)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
ICST Workshop on Testing Extra-Functional Properties and Quality Characteristics of Software Systems (ITEQS'18)

Towards Execution Time Prediction for Test Cases from Test Specification (Aug 2017)
Sahar Tahvili, Mehrdad Saadatmand , Markus Bohlin, Wasif Afzal, Sharvathul Hasan Ameerjan
43rd Euromicro Conference on Software Engineering and Advanced Applications (SEAA'17)

Message from the ITEQS 2017 Chairs (Mar 2017)
Mehrdad Saadatmand , Birgitta Lindström, Markus Bohlin
ICST workshop on Testing Extra-Functional Properties and Quality Characteristics of Software Systems (ITEQS'17)

Targeted Mutation: Efficient Mutation Analysis for Testing Non-Functional Properties (Mar 2017)
Björn Lisper, Birgitta Lindström, Pasqualina Potena, Mehrdad Saadatmand , Markus Bohlin
ICST workshop on Testing Extra-Functional Properties and Quality Characteristics of Software Systems (ITEQS'17)

Cost-Benefit Analysis of Using Dependency Knowledge at Integration Testing (Nov 2016)
Sahar Tahvili, Markus Bohlin, Mehrdad Saadatmand , Stig Larsson , Wasif Afzal, Daniel Sundmark
The 17th International Conference On Product-Focused Software Process Improvement (PROFES'16)

Towards Earlier Fault Detection by Value-Driven Prioritization of Test Cases Using Fuzzy TOPSIS (Apr 2016)
Sahar Tahvili, Wasif Afzal, Mehrdad Saadatmand , Markus Bohlin, Daniel Sundmark, Stig Larsson
13th International Conference on Information Technology : New Generations (ITNG 2016) (ITNG'16)

Dynamic Integration Test Selection Based on Test Case Dependencies (Apr 2016)
Sahar Tahvili, Mehrdad Saadatmand , Stig Larsson , Wasif Afzal, Markus Bohlin, Daniel Sundmark
The 11th Workshop on Testing: Academia-Industry Collaboration, Practice and Research Techniques (TAIC PART 2016)

Multi-Criteria Test Case Prioritization Using Fuzzy Analytic Hierarchy Process (Nov 2015)
Sahar Tahvili, Mehrdad Saadatmand , Markus Bohlin
The Tenth International Conference on Software Engineering Advances (ICSEA 2015)

Search-based testing for embedded telecom software with complex input structures (Sep 2014)
Kivanc Doganay, Sigrid Eldh, Wasif Afzal, Markus Bohlin
The 26th IFIP International Conference on Testing Software and Systems (ICTSS 2014)

Optimisation of simultaneous train formation and car sorting at marshalling yards (May 2013)
Sara Gestrelius, Florian Dahms, Markus Bohlin
Proceedings of the 5th International Conference on Railway Operations Modelling and Analysis (IAROR13)

MOS: An Integrated Model-based and Search-based Testing Tool for Function Block Diagrams (May 2013)
Eduard Paul Enoiu, Kivanc Doganay, Markus Bohlin, Daniel Sundmark, Paul Pettersson
35th International Conference on Software Engineering (ICSE) - First International Workshop on Combining Modelling and Search-Based Software Engineering

Search Based Testing of Embedded Systems Implemented in IEC 61131-3: An Industrial Case Study (Mar 2013)
Kivanc Doganay, Markus Bohlin, Ola Sellin
International Conference on Software Testing, Verification and Validation (ICST) - Search-Based Software Testing (SBST)

Optimal Freight Train Classification using Column Generation (Dec 2012)
Markus Bohlin, Holger Flier , Sara Gestrelius
12th Workshop on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems

Simulation of planning strategies for track allocation at marshalling yards (Dec 2012)
Markus Bohlin, Sara Gestrelius
16th International Conference on Computational Methods and Experimental Measurements

Statistical anomaly detection for train fleets (Jul 2012)
Markus Bohlin
Proceedings of the 21st Innovative Applications of Artificial Intelligence Conference

Track Allocation in Freight-Train Classification with Mixed Tracks (Oct 2011)
Markus Bohlin, Holger Flier , Jens Maue , Matúš Mihalák
11th Workshop on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems

Hump Yard Track Allocation with Temporary Car Storage (Jun 2011)
Markus Bohlin, Holger Flier , Jens Maue , Matúš Mihalák
4th International Seminar on Railway Operations Modelling and Analysis

An Integrated Adaptive Maintenance Concept (Sep 2010)
Martin Aronsson , Markus Bohlin, Kivanc Doganay, Anders Holst, Tommy Kjellqvist , Stefan Östlund
International Conference on Condition Monitoring and Diagnosis

Maintenance plan optimization for a train fleet (Aug 2010)
Kivanc Doganay, Markus Bohlin
12th International Conference on Computer System Design and Operation in Railways and other Transit Systems (COMPRAIL 2010)

Simulation-Based Timing Analysis of Complex Real-Time Systems (Aug 2009)
Markus Bohlin, Yue Lu, Johan Kraft, Thomas Nolte
The 15th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA09)

A Tool for Gas Turbine Maintenance Scheduling (Jul 2009)
Markus Bohlin, Kivanc Doganay, Per Kreuger , Rebecca Steinert , Mathias Wärja
Twenty-First Conference on Innovative Applications of Artificial Intelligence (IAAI09)

Optimization of Condition-Based Maintenance for Industrial Gas Turbines: Requirements and Results (Jun 2009)
Markus Bohlin, Mathias Wärja, Anders Holst, Pontus Slottner , Kivanc Doganay
Proceedings of the ASME Turbo Expo

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