Publikationen pro Jahr
Publikationen pro Jahr
- 7 Ergebnisse
Suchergebnisse
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2023
Markov Aggregation for Speeding Up Agent-Based Movement Simulations
Geiger, B. C., Jahani, A., Hussain, H. & Groen, D., 2023, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. Band 2023-May. S. 1877-1885 9 S.Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2022
Effective Use of BERT in Graph Embeddings for Sparse Knowledge Graph Completion
Liu, X., Hussain, H., Razouk, H. & Kern, R., 25 Apr. 2022, Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022. New York, NY, USA: Association of Computing Machinery, S. 799–802 4 S. (Proceedings of the ACM Symposium on Applied Computing).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2021
On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks
Hussain, H., Duricic, T., Lex, E., Kern, R. & Helic, D., 5 Jan. 2021, Complex Networks and Their Applications IX - Volume 2, Proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020. Benito, R. M., Cherifi, C., Cherifi, H., Moro, E., Rocha, L. M. & Sales-Pardo, M. (Hrsg.). Cham: Springer International Publishing AG , S. 15-26 12 S. (Studies in Computational Intelligence; Band 944).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Should We Embed in Chemistry? A Comparison of Unsupervised Transfer Learning with PCA, UMAP, and VAE on Molecular Fingerprints
Lovrić, M., Đuričić, T., Tran, H. T. N., Hussain, H., Lacić, E., Rasmussen, M. A. & Kern, R., 2 Aug. 2021, in: Pharmaceuticals. 14, 8, 758.Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung
Open Access -
Structack: Structure-based Adversarial Attacks on Graph Neural Networks
Hussain, H., Duricic, T., Lex, E., Helic, D., Strohmaier, M. & Kern, R., 30 Aug. 2021, HT 2021 - Proceedings of the 32nd ACM Conference on Hypertext and Social Media. Association of Computing Machinery, S. 111-120 10 S.Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
Open Access -
The interplay between communities and homophily in semi-supervised classification using graph neural networks
Hussain, H., Duricic, T., Lex, E., Helic, D. & Kern, R., Dez. 2021, in: Applied Network Science. 6, 1, 80.Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung
Open Access -
2020
Empirical Comparison of Graph Embeddings for Trust-Based Collaborative Filtering
Duricic, T., Hussain, H., Lacic, E., Kowald, D., Helic, D. & Lex, E., 1 Jan. 2020, Foundations of Intelligent Systems - 25th International Symposium, ISMIS 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 181-191 11 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12117 LNAI).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung