Arnaud Gotlieb

Orcid: 0000-0002-8980-7585

According to our database1, Arnaud Gotlieb authored at least 132 papers between 1996 and 2024.

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

Timeline

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Bibliography

2024
Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning.
IEEE Trans. Intell. Transp. Syst., February, 2024

Learning input-aware performance models of configurable systems: An empirical evaluation.
J. Syst. Softw., February, 2024

Query-driven Qualitative Constraint Acquisition.
J. Artif. Intell. Res., 2024

Towards Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations.
CoRR, 2024

Testing for Fault Diversity in Reinforcement Learning.
CoRR, 2024

Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations.
CoRR, 2024

Enhancing Manufacturing Quality Prediction Models Through the Integration of Explainability Methods.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
A Review of Validation and Verification of Neural Network-based Policies for Sequential Decision Making.
CoRR, 2023

Acquiring Qualitative Explainable Graphs for Automated Driving Scene Interpretation.
CoRR, 2023

Constraint-Guided Test Execution Scheduling: An Experience Report at ABB Robotics.
Proceedings of the Computer Safety, Reliability, and Security, 2023

Active Disjunctive Constraint Acquisition.
Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, 2023

2022
Automatic Synthesis of Random Generators for Numerically Constrained Algebraic Recursive Types.
CoRR, 2022

Automated Program Analysis: Revisiting Precondition Inference through Constraint Acquisition.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques.
Proceedings of the 15th IEEE International Conference on Software Testing, 2022

GEQCA: Generic Qualitative Constraint Acquisition.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Industry-Academia research collaboration in software engineering: The Certus model.
Inf. Softw. Technol., 2021

Solve Optimization Problems with Unknown Constraint Networks.
CoRR, 2021

Predictive Machine Learning of Objective Boundaries for Solving COPs.
CoRR, 2021

Learning to Generate Fault-revealing Test Cases in Metamorphic Testing.
Proceedings of the Software Engineering 2021, 2021

Summary of: Adaptive Metamorphic Testing with Contextual Bandits.
Proceedings of the 14th IEEE Conference on Software Testing, Verification and Validation, 2021

Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Adaptive metamorphic testing with contextual bandits.
J. Syst. Softw., 2020

ITE: A Lightweight Implementation of Stratified Reasoning for Constructive Logical Operators.
Int. J. Artif. Intell. Tools, 2020

Learning Objective Boundaries for Constraint Optimization Problems.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Lessons Learned on Research Co-Creation: Making Industry-Academia Collaboration Work.
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020

Opening the software engineering toolbox for the assessment of trustworthy AI.
Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

RobTest: A CP Approach to Generate Maximal Test Trajectories for Industrial Robots.
Proceedings of the Principles and Practice of Constraint Programming, 2020

Neural Network Classification for Improving Continuous Regression Testing.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2020

Software Testing for Machine Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
A learning algorithm for optimizing continuous integration development and testing practice.
Softw. Pract. Exp., 2019

Towards Testing of Deep Learning Systems with Training Set Reduction.
CoRR, 2019

Time-aware Test Execution Scheduling for Cyber-Physical Systems.
Proceedings of the Software Engineering and Software Management, 2019

Challenges of Testing Machine Learning Based Systems.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

Deploying Smart Program Understanding on a Large Code Base.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

Stress Testing of Single-Arm Robots Through Constraint-Based Generation of Continuous Trajectories.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

Rotational Diversity in Multi-Cycle Assignment Problems.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Discovering Program Topoi via Hierarchical Agglomerative Clustering.
IEEE Trans. Reliab., 2018

Certus: an organizational effort towards research-based innovation in software verification and validation.
Int. J. Syst. Assur. Eng. Manag., 2018

Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration.
Proceedings of the Software Engineering und Software Management 2018, 2018

Stratified Constructive Disjunction and Negation in Constraint Programming.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Different Cycle, Different Assignment: Diversity in Assignment Problems With Multiple Cycles.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Discovering Program Topoi Through Clustering.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Automated product line test case selection: industrial case study and controlled experiment.
Softw. Syst. Model., 2017

Deploying Constraint Programming for Testing ABB's Painting Robots.
AI Mag., 2017

Using Global Constraints to Automate Regression Testing.
AI Mag., 2017

Efficient and Complete FD-solving for extended array constraints.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

TITAN: Test Suite Optimization for Highly Configurable Software.
Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

Time-Aware Test Case Execution Scheduling for Cyber-Physical Systems.
Proceedings of the Principles and Practice of Constraint Programming, 2017

Constraint-Based Verification of a Mobile App Game Designed for Nudging People to Attend Cancer Screening.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Practical minimization of pairwise-covering test configurations using constraint programming.
Inf. Softw. Technol., 2016

Exploiting Binary Floating-Point Representations for Constraint Propagation.
INFORMS J. Comput., 2016

A systematic test case selection methodology for product lines: results and insights from an industrial case study.
Empir. Softw. Eng., 2016

Generating Tests for Robotized Painting Using Constraint Programming.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A New Approach to Feature-based Test Suite Reduction in Software Product Line Testing.
Proceedings of the 11th International Joint Conference on Software Technologies (ICSOFT 2016) - Volume 1: ICSOFT-EA, Lisbon, Portugal, July 24, 2016

Software Product Line Test Suite Reduction with Constraint Optimization.
Proceedings of the Software Technologies, 11th International Joint Conference, 2016

Automated Regression Testing Using Constraint Programming.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Combining Genetic Algorithms and Constraint Programming to Support Stress Testing of Task Deadlines.
ACM Trans. Softw. Eng. Methodol., 2015

Focus section on quality software.
Softw. Pract. Exp., 2015

Cost-effective test suite minimization in product lines using search techniques.
J. Syst. Softw., 2015

Testing robot controllers using constraint programming and continuous integration.
Inf. Softw. Technol., 2015

Infeasible path generalization in dynamic symbolic execution.
Inf. Softw. Technol., 2015

Synthesis of Attributed Feature Models From Product Descriptions: Foundations.
CoRR, 2015

Constraint-Based Testing: An Emerging Trend in Software Testing.
Adv. Comput., 2015

Synthesis of attributed feature models from product descriptions.
Proceedings of the 19th International Conference on Software Product Line, 2015

Towards More Relational Feature Models.
Proceedings of the ICSOFT-EA 2015, 2015

2014
Random-Weighted Search-Based Multi-objective Optimization Revisited.
Proceedings of the Search-Based Software Engineering - 6th International Symposium, 2014

Multi-objective test prioritization in software product line testing: an industrial case study.
Proceedings of the 18th International Software Product Line Conference, 2014

Testing Robotized Paint System Using Constraint Programming: An Industrial Case Study.
Proceedings of the Testing Software and Systems, 2014

FLOWER: optimal test suite reduction as a network maximum flow.
Proceedings of the International Symposium on Software Testing and Analysis, 2014

Using CP in Automatic Test Generation for ABB Robotics' Paint Control System.
Proceedings of the Principles and Practice of Constraint Programming, 2014

Worst-Case Scheduling of Software Tasks - A Constraint Optimization Model to Support Performance Testing.
Proceedings of the Principles and Practice of Constraint Programming, 2014

2013
A Combined Approach for Constraints over Finite Domains and Arrays.
CoRR, 2013

Filtering Floating-Point Constraints by Maximum ULP.
CoRR, 2013

Practical pairwise testing for software product lines.
Proceedings of the 17th International Software Product Line Conference, 2013

Modelling data interaction requirements: A position paper.
Proceedings of the International Workshop on Model-Driven Requirements Engineering, 2013

Automated Test Case Selection Using Feature Model: An Industrial Case Study.
Proceedings of the Model-Driven Engineering Languages and Systems, 2013

Automated Product Line Methodologies to Support Model-Based Testing.
Proceedings of the Joint Proceedings of MODELS'13 Invited Talks, 2013

Stress testing of task deadlines: A constraint programming approach.
Proceedings of the IEEE 24th International Symposium on Software Reliability Engineering, 2013

Test Generation for Robotized Paint Systems Using Constraint Programming in a Continuous Integration Environment.
Proceedings of the Sixth IEEE International Conference on Software Testing, 2013

Symbolic Path-Oriented Test Data Generation for Floating-Point Programs.
Proceedings of the Sixth IEEE International Conference on Software Testing, 2013

Test Case Prioritization for Continuous Regression Testing: An Industrial Case Study.
Proceedings of the 2013 IEEE International Conference on Software Maintenance, 2013

Minimizing test suites in software product lines using weight-based genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Scenario Realizability with Constraint Optimization.
Proceedings of the Fundamental Approaches to Software Engineering, 2013

Testing a Data-Intensive System with Generated Data Interactions - The Norwegian Customs and Excise Case Study.
Proceedings of the Advanced Information Systems Engineering, 2013

2012
TCAS software verification using constraint programming.
Knowl. Eng. Rev., 2012

Constraint-based reachability
Proceedings of the Proceedings 14th International Workshop on Verification of Infinite-State Systems, 2012

A CP framework for testing CP.
Constraints An Int. J., 2012

A First Step in the Design of a Formally Verified Constraint-Based Testing Tool: FocalTest.
Proceedings of the Tests and Proofs - 6th International Conference, 2012

µTIL: Mutation-based Statistical Test Inputs Generation for Automatic Fault Localization.
Proceedings of the Sixth International Conference on Software Security and Reliability, 2012

Managing Execution Environment Variability during Software Testing: An Industrial Experience.
Proceedings of the Testing Software and Systems, 2012

Automatic selection of test execution plans from a video conferencing system product line.
Proceedings of the VARiability for You Workshop, 2012

Minimum Pairwise Coverage Using Constraint Programming Techniques.
Proceedings of the Fifth IEEE International Conference on Software Testing, 2012

Testing Deadline Misses for Real-Time Systems Using Constraint Optimization Techniques.
Proceedings of the Fifth IEEE International Conference on Software Testing, 2012

A Certified Constraint Solver over Finite Domains.
Proceedings of the FM 2012: Formal Methods, 2012

Model-Based Automated and Guided Configuration of Embedded Software Systems.
Proceedings of the Modelling Foundations and Applications - 8th European Conference, 2012

fdcc: A Combined Approach for Solving Constraints over Finite Domains and Arrays.
Proceedings of the Integration of AI and OR Techniques in Contraint Programming for Combinatorial Optimzation Problems, 2012

2011
PACOGEN: Automatic Generation of Pairwise Test Configurations from Feature Models.
Proceedings of the IEEE 22nd International Symposium on Software Reliability Engineering, 2011

Filtering by ULP Maximum.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

A Framework for the Automatic Correction of Constraint Programs.
Proceedings of the Fourth IEEE International Conference on Software Testing, 2011

Contributions à la génération de tests à base de contraintes. (Contributions to Constraint-Based Testing).
, 2011

2010
A uniform random test data generator for path testing.
J. Syst. Softw., 2010

Constraint-Based Test Input Generation for Java Bytecode.
Proceedings of the IEEE 21st International Symposium on Software Reliability Engineering, 2010

Fault Localization in Constraint Programs.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Explanation-Based Generalization of Infeasible Path.
Proceedings of the Third International Conference on Software Testing, 2010

FocalTest: A Constraint Programming Approach for Property-Based Testing.
Proceedings of the Software and Data Technologies - 5th International Conference, 2010

Constraint Reasoning in FocalTest.
Proceedings of the ICSOFT 2010, 2010

On Testing Constraint Programs.
Proceedings of the Principles and Practice of Constraint Programming - CP 2010, 2010

2009
Modelling dynamic memory management in constraint-based testing.
J. Syst. Softw., 2009

Euclide: A Constraint-Based Testing Framework for Critical C Programs.
Proceedings of the Second International Conference on Software Testing Verification and Validation, 2009

Towards a Theory for Testing Non-terminating Programs.
Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

2008
Towards Constraing-Based Local Search for Automatic Test Data Generation.
Proceedings of the First International Conference on Software Testing Verification and Validation, 2008

Constraint Reasoning in Path-Oriented Random Testing.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

2007
Goal-oriented test data generation for pointer programs.
Inf. Softw. Technol., 2007

Uniform Selection of Feasible Paths as a Stochastic Constraint Problem.
Proceedings of the Seventh International Conference on Quality Software (QSIC 2007), 2007

Improving Constraint-Based Testing with Dynamic Linear Relaxations.
Proceedings of the ISSRE 2007, 2007

Boosting Probabilistic Choice Operators.
Proceedings of the Principles and Practice of Constraint Programming, 2007

An Abstract Interpretation Based Combinator for Modelling While Loops in Constraint Programming.
Proceedings of the Principles and Practice of Constraint Programming, 2007

2006
Symbolic execution of floating-point computations.
Softw. Test. Verification Reliab., 2006

A Semi-empirical Model of Test Quality in Symmetric Testing: Application to Testing Java Card APIs.
Proceedings of the Sixth International Conference on Quality Software (QSIC 2006), 2006

Using CHRs to Generate Functional Test Cases for the Java Card Virtual Machine.
Proceedings of the Practical Aspects of Declarative Languages, 8th International Symposium, 2006

Path-oriented random testing.
Proceedings of the 1st International Workshop on Random Testing, 2006

2005
Proving or Disproving likely Invariants with Constraint Reasoning.
Proceedings of the 15th International Workshop on Logic Programming Environments, 2005

Constraint-based test data generation in the presence of stack-directed pointers.
Proceedings of the 20th IEEE/ACM International Conference on Automated Software Engineering (ASE 2005), 2005

Goal-Oriented Test Data Generation for Programs with Pointer Variables.
Proceedings of the 29th Annual International Computer Software and Applications Conference, 2005

2004
Probabilistic Choice Operators as Global Constraints: Application to Statistical Software Testing.
Proceedings of the Logic Programming, 20th International Conference, 2004

2003
Exploiting Symmetries to Test Programs.
Proceedings of the 14th International Symposium on Software Reliability Engineering (ISSRE 2003), 2003

Automated Metamorphic Testing.
Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003

2002
Utilisation des contraintes pour la génération automatique de cas de test structurels.
Tech. Sci. Informatiques, 2002

2000
A CLP Framework for Computing Structural Test Data.
Proceedings of the Computational Logic, 2000

1998
Dynamic Optimization of Interval Narrowing Algorithms.
J. Log. Program., 1998

Automatic Test Data Generation Using Constraint Solving Techniques.
Proceedings of ACM SIGSOFT International Symposium on Software Testing and Analysis, 1998

1996
Boosting the Interval Narrowing Algorithm.
Proceedings of the Logic Programming, 1996


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