Andrei Popescu

Publikationen

Publikationen pro Jahr 2021 2021 2023

• 6 Beitrag in einem Konferenzband
• 2 Artikel
• 2 Konferenzartikel
• 1 Sonstiger Beitrag

Publikationen pro Jahr

Publikationen pro Jahr

Suchergebnisse

• 2023

  A Tool for Reasoning in Assumption-based Argumentation using Tree-decompositions

  Popescu, A. & Wallner, J. P., 2023, 2 S.

  Publikation: Andere Beiträge › Sonstiger Beitrag

  • Dynamic Programming Algorithm 100%

• Reasoning in Assumption-based Argumentation using Tree-decompositions

  Popescu, A. & Wallner, J. P., 2023, Logics in Artificial Intelligence - 18th European Conference, JELIA 2023, Proceedings. Gaggl, S., Martinez, M. V., Ortiz, M. & Ortiz, M. (Hrsg.). Springer Nature Switzerland AG, Band 14281. S. 192-208 17 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14281 LNAI).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  Open Access

  • Argumentation 100%
  • Tree Decomposition 100%
  • Trees 100%
  • Dynamic Programming Algorithm 37%
  • Algorithms 25%
• 2022

  An overview of machine learning techniques in constraint solving

  Popescu, A., Polat Erdeniz, S., Felfernig, A., Uta, M., Atas, M., Le, V. M., Pilsl, K., Enzelsberger, M. & Tran, T., Feb. 2022, in: Journal of Intelligent Information Systems. 58, 1, S. 91-118 28 S.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Procedure 100%
  • Learning System 100%
  • Prediction 50%
  • Models 50%
  • Production 50%
• 2021

  An Overview of Recommender Systems and Machine Learning in Feature Modeling and Configuration

  Felfernig, A., Le, V-M., Popescu, A., Uta, M., Tran, T. & Atas, M., Feb. 2021, VaMoS'21: 15th International Working Conference on Variability Modelling of Software-Intensive Systems. Grunbacher, P. (Hrsg.). New York, NY: Association of Computing Machinery, S. 1-8 8 S. 16. (ACM International Conference Proceeding Series).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  Open Access

  • Telecommunication Service 100%

• Avalanche: An end-to-end library for continual learning

  Lomonaco, V., Pellegrini, L., Cossu, A., Carta, A., Graffieti, G., Hayes, T. L., De Lange, M., Masana, M., Pomponi, J., Van De Ven, G. M., Mundt, M., She, Q., Cooper, K., Forest, J., Belouadah, E., Calderara, S., Parisi, G. I., Cuzzolin, F., Tolias, A. S., Scardapane, S., &8 mehrAntiga, L., Ahmad, S., Popescu, A., Kanan, C., Van De Weijer, J., Tuytelaars, T., Bacciu, D. & Maltoni, D., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. S. 3595-3605 11 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Machine Learning 100%
  • Evaluation 100%
  • Standards 100%
  • Benchmark 100%
  • Learning Algorithm 100%

• Comparing genetic algortihms and matrix factorization for learning heuristics in constraint solving

  Erdeniz, S. P. & Popescu, A., Sept. 2021, in: CEUR Workshop Proceedings. 2945, S. 21-23 3 S.

  Publikation: Beitrag in einer Fachzeitschrift › Konferenzartikel › Begutachtung

  Open Access

  • Heuristics 100%
  • Constraint Satisfaction Problems 50%
  • User 16%
  • Evaluation 16%
  • Recommender Systems 16%

• Configuring Multiple Instances with Multi-Configuration

  Felfernig, A., Uta, M., Popescu, A., Le, V-M., Polat Erdeniz, S., Stettinger, M., Atas, M. & Tran, T., 17 Sept. 2021, Proceedings of the 23rd International Configuration Workshop (CWS/ConfWS 2021). Aldanondo, M., Falkner, A., Felfernig, A. & Stettinger, M. (Hrsg.). S. 45-47 3 S. (CEUR Workshop Proceedings; Band 2945).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  Open Access

  • User 100%
  • Multiple Instance 100%
  • Configuration System 50%
  • Constraint Satisfaction Problems 50%
  • Individual Student 50%

• Counteracting exam cheating by leveraging configuration and recommendation techniques

  Le, V. M., Tran, T. N. T., Felfernig, A., Atas, M., Weißl, L., Popescu, A., Stettinger, M. & Polat-Erdeniz, S., 2021, in: CEUR Workshop Proceedings. 2945, S. 73-80 8 S.

  Publikation: Beitrag in einer Fachzeitschrift › Konferenzartikel › Begutachtung

  Open Access

  • Online Assessment 100%

• Do Users Appreciate Explanations of Recommendations? An Analysis in the Movie Domain

  Tran, T. N. T., Le, V. M., Atas, M., Felfernig, A., Stettinger, M. & Popescu, A., 13 Sept. 2021, RecSys 2021 - 15th ACM Conference on Recommender Systems. New York, NY, USA: Association of Computing Machinery, S. 645–650 6 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Goal 100%
  • Inclusion 100%
  • User 100%
  • Recommender Systems 60%

• Evaluating recommender systems in feature model configuration.

  Uta, M., Felfernig, A., Le, V. M., Popescu, A., Tran, T. N. T. & Helic, D., 6 Sept. 2021, Proceedings of the 25th ACM International Systems and Software Product Line Conference, SPLC 2021. Mousavi, M., Schobbens, P-Y., Araujo, H., Schaefer, I., ter Beek, M. H., Devroey, X., Rojas, J. M., Pinto, M., Teixeira, L., Berger, T., Noppen, J., Reinhartz-Berger, I., Temple, P., Damiani, F. & Petke, J. (Hrsg.). Association of Computing Machinery, S. 58-63 6 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Configuration Model 100%

• Towards psychology-aware preference construction in recommender systems: Overview and research issues

  Atas, M., Felfernig, A., Polat-Erdeniz, S., Popescu, A., Tran, T. N. T. & Uta, M., Dez. 2021, in: Journal of Intelligent Information Systems. 57, 3, S. 467-489 23 S.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Cognitive Bias 100%
  • Personality Trait 50%
  • content-based filtering 33%