TU Home
This publication list has been generated automatically from the publication data of the Faculty of Informatics. Please invoke the page "Publications of the Faculty" directly for more complex searches and queries, or use the global search function of the Publication Database of the Vienna University of Technology!

Publication Database Home  

Publication list for members of
E194 - Institute of Information Systems Engineering
E194-06 Machine Learning
as authors or essentially involved persons

6 records (2020 - 2022)

Books and Book Editorships

T. Gärtner, A. Haywood, J. Redshaw, A. Taylor, A. Mason, J. Hirst (ed.):
"Machine Learning for Chemical Synthesis";
The Royal Society of Chemistry, London, 2020, ISBN: 978-1-78801-789-3; 25 pages.

Publications in Scientific Journals

A. Haywood, J. Redshaw, M. Hanson-Heine, A. Taylor, A. Brown, A. Mason, T. Gärtner, J. Hirst:
"Kernel Methods for Predicting Yields of Chemical Reactions";
Journal of Chemical Information and Modeling, 62 (2022), 9; 2077 pages.

Contributions to Proceedings

P. Indri, A. Bartoli, E. Medvet, L. Nenzi:
"One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems";
in: "EuroGP 2022: Proceedings of the 25th European Conference on Genetic Programming", 20-22 , April; Springer-Verlag, Madrid, Spain, 2022, 32 - 47.

A. Krauck, D. Penz, M. Schedl:
"Team JKU-AIWarriors in the ACM Recommender Systems Challenge 2021: Lightweight XGBoost Recommendation Approach Leveraging User Features";
in: "RecSysChallenge 2021: RecSysChallenge '21: Proceedings of the Recommender Systems Challenge 2021", ACM, 2021, 39 - 43.

M. Schedl, S. Brandl, O. Lesota, E. Parada-Cabaleiro, D. Penz, N. Rekabsaz:
"LFM-2b: A Dataset of Enriched Music Listening Events for Recommender Systems Research and Fairness Analysis";
in: "CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval", ACM, 2022, 337 - 341.

M. Thiessen, T. Gärtner:
"Active Learning of Convex Halfspaces on Graphs";
in: "Advances in Neural Information Processing Systems 34", Advances in Neural Information Processing Systems 34, 2021.