Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

Delete all

Source-code-representations for machine-learning-based identification of defective code fragments

2021/41/B/ST6/02510

Keywords:

software engineering modern code reviews code defects

Descriptors:

  • ST6_003:

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Mirosław Ochodek 

Number of co-investigators in the project: 2

Call: OPUS 21 - announced on 2021-03-15

Amount awarded: 210 816 PLN

Project start date (Y-m-d): 2022-02-01

Project end date (Y-m-d): 2025-01-31

Project duration:: 36 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (2)
  • Book publications / chapters in book publications (2)
  1. Mining Task-Specific Lines of Code Counters
    Authors:
    M. Ochodek, K. Durczak, J. Nawrocki, M. Staron
    Academic press:
    IEEE Access (rok: 2023, tom: 11, strony: 100218-100233), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2023.3314572 - link to the publication
  2. Mining Task-Specific Lines of Code Counters
    Authors:
    M. Ochodek, K. Durczak, J. Nawrocki, M. Staron
    Academic press:
    IEEE Access (rok: 2023, tom: -, strony: -), Wydawca: IEEE
    Status:
    Submitted
  1. Comparing Word-Based and AST-Based Models for Design Pattern Recognition
    Authors:
    Sivajeet Chand, Sushant Kumar Pandey, Jennifer Horkoff, Miroslaw Staron, Miroslaw Ochodek, Darko Durisic
    Book:
    PROMISE 2023: Proceedings of the 19th International Conference on Predictive Models and Data Analytics in Software Engineering (rok: 2023, tom: -, strony: 44–48), Wydawca: Association for Computing Machinery
    Status:
    Published
    DOI:
    10.1145/3617555.3617873 - link to the publication
  2. TransDPR: Design Pattern Recognition Using Programming Language Models
    Authors:
    Sushant Kumar Pandey, Miroslaw Staron, Jennifer Horkoff; Mirosław Ochodek, Nicholas Mucci, Darko Durisic
    Book:
    2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) (rok: 2023, tom: -, strony: 309-315), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ESEM56168.2023.10304862 - link to the publication