Software Engineering

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  • 2020

    Well-informed Test Case Generation and Crash Reproduction

    Derakhshanfar, P., 2020, 2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST): Proceedings. O'Conner, E. (ed.). Piscataway: IEEE, p. 424-426 3 p. 9159102. (2020 IEEE 13TH INTERNATIONAL CONFERENCE ON SOFTWARE TESTING, VALIDATION AND VERIFICATION (ICST 2020)).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • 2021

    A dataset of open-source safety-critical software

    Galanopoulou, R. & Spinellis, D., 2021, TSOS 2021 Trustworthy Software and Open Source: Short Papers Proceedings of the First SWForum workshop on Trustworthy Software and Open Source 2021 Virtual Conference, March 23-25, 2021. Di Nitto, E. & Plebani, P. (eds.). Vol. 2878. p. 38-43 6 p. (CEUR Workshop Proceedings).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    325 Downloads (Pure)

  • AI lifecycle models need to be revised: An exploratory study in Fintech

    Haakman, M., Cruz, L., Huijgens, H. & van Deursen, A., 2021, In: Empirical Software Engineering. 26, 5, p. 1-29 29 p., 95.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    27 Citations (Scopus)
    125 Downloads (Pure)

  • An Exploratory Study of Log Placement Recommendation in an Enterprise System

    Cândido, J., Haesen, J., Aniche, M. & van Deursen, A., 2021, 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR): Proceedings. O'Conner, L. (ed.). Piscataway: IEEE, p. 143-154 12 p. 9463118. (Proceedings - 2021 IEEE/ACM 18th International Conference on Mining Software Repositories, MSR 2021).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    4 Citations (Scopus)
    51 Downloads (Pure)

  • An Initial Exploration of the “Good First Issue” Label for Newcomer Developers

    Alderliesten, J. W. D. & Zaidman, A., 2021, 2021 IEEE/ACM 13th International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE). O'Conner, L. (ed.). Piscataway: IEEE, p. 117-118 2 p. 9463213

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    6 Citations (Scopus)
    61 Downloads (Pure)

  • A software engineering perspective on building production-ready machine learning systems

    Heck, P., Schouten, G. & Cruz, L., 2021, Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry. IGI Global, p. 23-54 32 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Chapter › Scientific › peer-review

    2 Citations (Scopus)

  • Assessing Robustness of ML-Based Program Analysis Tools using Metamorphic Program Transformations

    Applis, L. H., Panichella, A. & van Deursen, A., 2021. 6 p.

    Research output: Contribution to conference › Paper › peer-review

    Open Access
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    274 Downloads (Pure)

  • A Systematic Comparison of Search-Based Approaches for LDA Hyperparameter Tuning

    Panichella, A., 2021, In: Information and Software Technology. 130, 20 p., 106411.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    32 Citations (Scopus)
    55 Downloads (Pure)

  • Atoms of Confusion in Java

    Langhout, C. & Aniche, M., 2021, 29th IEEE/ACM International Conference on Program Comprehension (ICPC 2021). O'Conner, L. (ed.). Piscataway: IEEE, p. 25-35 11 p. 9462963. (IEEE International Conference on Program Comprehension; vol. 2021-May).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    42 Downloads (Pure)

  • Automatically Identifying Parameter Constraints in Complex Web APIs: A Case Study at Adyen

    Grent, H., Akimov, A. & Aniche, M., 2021, 2021 IEEE/ACM 43rd International Conference on Software Engineering: SEIP - Software Engineering in Practice. O'Conner, L. (ed.). Piscataway: IEEE, p. 71-80 10 p. 9402045

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    2 Citations (Scopus)
    46 Downloads (Pure)

  • Beyond Technical Aspects: How Do Community Smells Influence the Intensity of Code Smells?

    Palomba, F., Tamburri, D. A., Arcelli Fontana, F., Oliveto, R., Zaidman, A. & Serebrenik, A., 2021, In: IEEE Transactions on Software Engineering. 47, 1, p. 108-129 22 p., 8546762.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    37 Citations (Scopus)
    54 Downloads (Pure)

  • Carving Information Sources to Drive Search-Based Crash Reproduction and Test Case Generation

    Derakhshanfar, P., 2021, 200 p.

    Research output: Thesis › Dissertation (TU Delft)

    Open Access
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    247 Downloads (Pure)

  • Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows

    Silvestre, P. F., Fragkoulis, M., Spinellis, D. & Katsifodimos, A., 2021, SIGMOD 2021 - Proceedings of the 2021 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 1637-1650 14 p. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    12 Citations (Scopus)
    69 Downloads (Pure)

  • Conspicuous corruption: Evidence at a country level

    Louridas, P. & Spinellis, D., 2021, In: PLoS ONE. 16, 9, p. 1-14 14 p., e0255970.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    19 Downloads (Pure)

  • Data-Driven Extract Method Recommendations: A Study at ING

    van der Leij, D., Binda, J. R., van Dalen, R., Vallen, P., Luo, Y. & Aniche, M., 2021, ESEC/FSE 2021 - Proceedings of the 29th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Spinellis, D. (ed.). p. 1337-1347 11 p. (ESEC/FSE 2021 - Proceedings of the 29th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    2 Citations (Scopus)
    43 Downloads (Pure)

  • Data-Driven Software Engineering

    Kovalenko, V. V., 2021, 153 p.

    Research output: Thesis › Dissertation (TU Delft)

    Open Access
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    333 Downloads (Pure)

  • Evolution of the Unix System Architecture: An Exploratory Case Study

    Spinellis, D. & Avgeriou, P., 2021, In: IEEE Transactions on Software Engineering. 47, 6, p. 1134-1163 30 p., 8704965.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    4 Citations (Scopus)
    79 Downloads (Pure)

  • Evosuite at the SBST 2021 Tool Competition

    Vogl, S., Schweikl, S., Fraser, G., Arcuri, A., Campos, J. & Panichella, A., 2021, 2021 IEEE/ACM 14th International Workshop on Search-Based Software Testing (SBST). O'Conner, L. (ed.). Piscataway: IEEE, p. 28-29 2 p. 9476230

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    57 Downloads (Pure)

  • Experience Report on Soft and Project Skills Building through Repetition

    Devroey, X., Amrani, M. & Vanderose, B., 2021, EASEAI 2021 - Proceedings of the 3rd International Workshop on Education through Advanced Software Engineering and Artificial Intelligence, co-located with ESEC/FSE 2021. Vescan, A., Serban, C., Henry, J. & Praphamontripong, U. (eds.). Association for Computing Machinery (ACM), p. 9-14 6 p. (EASEAI 2021 - Proceedings of the 3rd International Workshop on Education through Advanced Software Engineering and Artificial Intelligence, co-located with ESEC/FSE 2021).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    38 Downloads (Pure)

  • Fine-Grained Network Analysis for Modern Software Ecosystems

    Boldi, P. & Gousios, G., 2021, In: ACM Transactions on Internet Technology. 21, 1, 14 p., 1.

    Research output: Contribution to journal › Article › Scientific › peer-review

    7 Citations (Scopus)

  • Fixing vulnerabilities potentially hinders maintainability

    Reis, S., Abreu, R. & Cruz, L., 2021, In: Empirical Software Engineering. 26, 6, 27 p., 127.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    90 Downloads (Pure)

  • Grading 600+ students: A Case Study on Peer and Self Grading

    Aniche, M., Mulder, F. & Hermans, F., 2021, Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering: Joint Track on Software Engineering Education and Training, ICSE-JSEET 2021. O'Conner, L. (ed.). Piscataway: IEEE, p. 211-220 10 p. 9402176. (Proceedings - International Conference on Software Engineering).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    146 Downloads (Pure)

  • How Developers Engineer Test Cases: An Observational Study

    Aniche, M., Treude, C. & Zaidman, A., 2021, In: IEEE Transactions on Software Engineering. 48, 12, p. 4925-4946 22 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    6 Citations (Scopus)
    20 Downloads (Pure)

  • How to Kill Them All: An Exploratory Study on the Impact of Code Observability on Mutation Testing

    Zhu, Q., Zaidman, A. & Panichella, A., 2021, In: Journal of Systems and Software. 173, p. 1-20 20 p., 110864.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    4 Citations (Scopus)
    118 Downloads (Pure)

  • Hybrid Multi-level Crossover for Unit Test Case Generation

    Olsthoorn, M., Derakhshanfar, P. & Panichella, A., 2021, Search-Based Software Engineering - 13th International Symposium, SSBSE 2021, Proceedings. O'Reilly, U-M. & Devroey, X. (eds.). p. 72-86 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12914 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    2 Citations (Scopus)
    41 Downloads (Pure)

  • Improving Test Case Generation for REST APIs Through Hierarchical Clustering

    Stallenberg, D., Olsthoorn, M. & Panichella, A., 2021, 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE): Proceedings. IEEE, p. 117-128 12 p. 9678586

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    10 Citations (Scopus)
    74 Downloads (Pure)

  • Interactive Static Software Performance Analysis in the IDE

    Beigelbeck, A., Aniche, M. & Cito, J., 2021, Proceedings - 2021 IEEE/ACM 29th International Conference on Program Comprehension, ICPC 2021. O'Conner, L. (ed.). Piscataway: IEEE, p. 490-494 5 p. 9462992. (IEEE International Conference on Program Comprehension; vol. 2021-May).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    52 Downloads (Pure)

  • Learning Off-By-One Mistakes: An Empirical Study

    Sellik, H., van Paridon, O., Gousios, G. & Aniche, M., 2021, 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR). O'Conner, L. (ed.). Piscataway: IEEE, p. 58-67 10 p. 9463090

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    38 Downloads (Pure)

  • Log-based slicing for system-level test cases

    Messaoudi, S., Shin, D., Panichella, A., Bianculli, D. & Briand, L. C., 2021, ISSTA 2021 - Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis. Cadar, C. & Zhang, X. (eds.). Association for Computing Machinery (ACM), p. 517-528 12 p. 3464824. (ISSTA 2021 - Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    5 Citations (Scopus)

  • Log-based software monitoring: A systematic mapping study

    Cândido, J., Aniche, M. & van Deursen, A., 2021, In: PeerJ Computer Science. 7, p. 1-38 38 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    6 Citations (Scopus)
    102 Downloads (Pure)

  • Logging Practices with Mobile Analytics: An Empirical Study on Firebase

    Harty, J., Zhang, H., Wei, L., Pascarella, L., Aniche, M. & Shang, W., 2021, 2021 IEEE/ACM 8th International Conference on Mobile Software Engineering and Systems (MobileSoft). O'Conner, L. (ed.). Piscataway: IEEE, p. 56-60 5 p. 9460930

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    10 Citations (Scopus)
    34 Downloads (Pure)

  • ManyTypes4Py: A benchmark python dataset for machine learning-based type inference

    Mir, A. M., Latoskinas, E. & Gousios, G., 2021, 2021 IEEE/ACM 18th International Conference on Mining Software Repositories, MSR 2021: Proceedings. O'Conner, L. (ed.). Piscataway: IEEE, p. 585-589 5 p. 9463150. (2021 IEEE/ACM 18TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES (MSR 2021)).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    9 Citations (Scopus)
    77 Downloads (Pure)

  • Modeling Team Dynamics for the Characterization and Prediction of Delays in User Stories

    Kula, E., Deursen, A. V. & Gousios, G., 2021, 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE): Proceedings. IEEE, p. 991-1002 12 p. 9678939

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    191 Downloads (Pure)

  • Multi-objective Test Case Selection Through Linkage Learning-Based Crossover

    Olsthoorn, M. & Panichella, A., 2021, Search-Based Software Engineering - 13th International Symposium, SSBSE 2021, Proceedings. O'Reilly, U-M. & Devroey, X. (eds.). p. 87-102 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12914 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    11 Citations (Scopus)
    32 Downloads (Pure)

  • Naming Amplified Tests Based on Improved Coverage

    Nijkamp, N., Brandt, C. E. & Zaidman, A. E., 2021, 2021 IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM). Piscataway, NJ: IEEE Computer Society - Conference Publishing Services, p. 237-241 5 p. (Proceedings - IEEE 21st International Working Conference on Source Code Analysis and Manipulation, SCAM 2021).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    94 Downloads (Pure)

  • On the Energy Footprint of Mobile Testing Frameworks

    Cruz, L. & Abreu, R., 2021, In: IEEE Transactions on Software Engineering. 47, 10, p. 2260-2271 12 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    6 Citations (Scopus)
    18 Downloads (Pure)

  • Promises and Perils of Inferring Personality on GitHub

    van Mil, F., Rastogi, A. & Zaidman, A. E., 2021, ESEM '21: Proceedings of the 15th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM). Association for Computing Machinery (ACM), p. 17:1-17:11 11 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    2 Citations (Scopus)
    32 Downloads (Pure)

  • Removing Redundant Statements in Amplified Test Cases

    Oosterbroek, W., Brandt, C. E. & Zaidman, A. E., 2021, 2021 IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM). IEEE Computer Society - Conference Publishing Services, p. 242-246 5 p. (Proceedings - IEEE 21st International Working Conference on Source Code Analysis and Manipulation, SCAM 2021).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    118 Downloads (Pure)

  • ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility

    Yildiz, B., Hung, H., Krijthe, J. H., Liem, C. C. S., Loog, M., Migut, G., Oliehoek, F. A., Panichella, A., Pawełczak, P., Picek, S., de Weerdt, M. & van Gemert, J., 2021, Reproducible Research in Pattern Recognition - 3rd International Workshop, RRPR 2021, Revised Selected Papers. Kerautret, B., Colom, M., Krähenbühl, A., Lopresti, D., Monasse, P. & Talbot, H. (eds.). Springer, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12636 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    5 Citations (Scopus)
    80 Downloads (Pure)

  • Scalable Call Graph Constructor for Maven

    Keshani, M., 2021, Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering: Companion Proceedings, ICSE-Companion 2021. O'Conner, L. (ed.). Piscataway: IEEE, p. 99-101 3 p. 9402328. (2021 IEEE/ACM 43RD INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: COMPANION PROCEEDINGS (ICSE-COMPANION 2021)).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    1 Citation (Scopus)

  • Search-Based Software Re-Modularization: A Case Study at Adyen

    Schröder, C., van der Feltz, A., Panichella, A. & Aniche, M., 2021, 43rd International Conference on Software Engineering: SEIP - Software Engineering in Practice. O'Conner, L. (ed.). Piscataway: IEEE, p. 81-90 10 p. 9402120

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    104 Downloads (Pure)

  • Serverless Testing: Tool Vendors’ and Experts’ Point of View: Tool Vendors' and Experts' Points of View

    Lenarduzzi, V. & Panichella, A., 2021, In: IEEE Software. 38, 1, p. 54-60 7 p., 9222011.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    107 Downloads (Pure)

  • Software evolution: the lifetime of fine-grained elements

    Spinellis, D., Louridas, P. & Kechagia, M., 2021, In: PeerJ Computer Science. 7, p. 1-33 33 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    50 Downloads (Pure)

  • Summary of Search-based Crash Reproduction using Behavioral Model Seeding

    Derakhshanfar, P., Devroey, X., Perrouin, G., Zaidman, A. E. & van Deursen, A., 2021, 2021 14th IEEE Conference on Software Testing, Verification and Validation (ICST). IEEE, p. 281-281 1 p. 9438572. (Proceedings - 2021 IEEE 14th International Conference on Software Testing, Verification and Validation, ICST 2021).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    20 Downloads (Pure)

  • Supporting Quality In Test Code For Higher Quality Software Systems

    Spadini, D., 2021, 226 p.

    Research output: Thesis › Dissertation (TU Delft)

    Open Access
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    438 Downloads (Pure)

  • Systematic Mapping Study on the Machine Learning Lifecycle

    Xie, Y., Cruz, L., Heck, P. & Rellermeyer, J. S., 2021, Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021. O'Conner, L. (ed.). Piscataway: IEEE, p. 70-73 4 p. 9474380. (Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    132 Downloads (Pure)

  • The Effect of a Block-based Language on Formula Comprehension in Spreadsheets

    Jansen, B. & Hermans, F., 2021, Proceedings - 2021 IEEE/ACM 29th International Conference on Program Comprehension, ICPC 2021. p. 288-299 12 p. 9462970. (IEEE International Conference on Program Comprehension; vol. 2021-May).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    122 Downloads (Pure)

  • The Prevalence of Code Smells in Machine Learning Projects

    van Oort, B., Cruz, L., Aniche, M. & van Deursen, A., 2021, p. 35-42. 8 p.

    Research output: Contribution to conference › Paper › peer-review

    Open Access
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    12 Citations (Scopus)
    128 Downloads (Pure)

  • Well-typed programs can go wrong: A study of typing-related bugs in JVM compilers

    Chaliasos, S., Sotiropoulos, T., Drosos, G. P., Mitropoulos, C., Mitropoulos, D. & Spinellis, D., 2021, In: Proceedings of the ACM on Programming Languages. 5, OOPSLA, 30 p., 123.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
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    6 Citations (Scopus)
    82 Downloads (Pure)

  • What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection

    Panichella, A. & Liem, C. C. S., 2021, 43rd International Conference on Software Engineering - New Ideas and Emerging Results. ACM/IEEE, p. 66-70 5 p. 9402251

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    5 Citations (Scopus)
    51 Downloads (Pure)