Faculty of Computer Science

Ass.-Prof. Dott.ssa Dott.ssa.mag. Yllka Velaj, PhD

Research Group Data Mining and Machine Learning

Währinger Straße 29
1090 Wien
Room : 4.46

T: +43-1-4277-79520

yllka.velaj(at)univie.ac.at

u:cris portal

Courses

Publications

Fostering Agile IT Project Management and Interpersonal Skills Using AI-Enhanced Game-Based Learning. / Dolezal, Dominik ; Velaj, Yllka; Spreitzer, Lukas et al.
2024 IEEE Frontiers in Education Conference (FIE). 2024. p. 1-9.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

The Impact of Cluster Centroid and Text Review Embeddings on Recommendation Methods. / Dolog, Peter; Sadikaj, Ylli ; Velaj, Yllka et al.
WWW '24: Companion Proceedings of the ACM Web Conference 2024. ed. / Tat-Seng Chua; Chong-Wah Ngo. New York: ACM, 2024. p. 589-592.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1145/3589335.3651570

Estimate and Reduce Uncertainty in Uncertain Graphs. / Arafat, Naheed Anjum; Mobaraki, Ehsan Bonabi; Khan, Arijit et al.
11th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2024, San Diego, CA, USA, October 6-10, 2024. IEEE, 2024. p. 1-12.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Teaching Data Science to Non-Computer Science Students: A Learner-Centered Approach. / Velaj, Yllka ; Dolezal, Dominik ; Ambros, Roland et al.
2023 IEEE Frontiers in Education Conference (FIE). 2023. p. 1-9.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1109/FIE58773.2023.10343463

Analyzing the Communication Clusters in Datacenters. / Foerster, Klaus-Tycho; Marette, Thibault; Neumann, Stefan et al.
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023. ed. / Ying Ding; Jie Tang; Juan F. Sequeda; Lora Aroyo; Carlos Castillo; Geert-Jan Houben. New York: ACM, 2023. p. 3022-3032.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1145/3543507.3583410

Semi-Supervised Embedding of Attributed Multiplex Networks. / Sadikaj, Ylli; Rass, Justus; Velaj, Yllka et al.
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023. ed. / Ying Ding; Jie Tang; Juan F. Sequeda; Lora Aroyo; Carlos Castillo; Geert-Jan Houben. New York: ACM, 2023. p. 578-587.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1145/3543507.3583485

Two-Year Progress of Pilot Research Activities in Teaching Digital Thinking Project (TDT). / Ambros, Roland; Bernsteiner, Angelika; Bloem, Roderick et al.
In: Zeitschrift für Hochschulentwicklung, Vol. 18, No. Sonderheft Hochschullehre, 04.2023, p. 117-136.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.3217/zfhe-SH-HL/07

Designing a Data Science Course for Non-Computer Science Students: Practical Considerations and Findings. / Velaj, Yllka ; Dolezal, Dominik ; Ambros, Roland et al.
2022 IEEE Frontiers in Education Conference, FIE 2022. Piscataway, NJ: IEEE, 2022. p. 1-9.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1109/FIE56618.2022.9962455

Generalized budgeted submodular set function maximization. / Cellinese, Francesco; D'Angelo, Gianlorenzo; Monaco, Gianpiero et al.
In: Information and Computation, Vol. 281, 104741, 12.2021.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.1016/j.ic.2021.104741

Additively Separable Hedonic Games with Social Context. / Monaco, Gianpiero; Moscardelli, Luca; Velaj, Yllka.
In: games, Vol. 12, No. 3, 71, 18.09.2021.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.3390/g12030071