| Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
|---|---|---|---|---|---|
| Nivarthi, C. P. & Sick, B. | Towards Few-Shot Time Series Anomaly Detection with Temporal Attention and Dynamic Thresholding | 2023 | International Conference on Machine Learning and Applications (ICMLA) | inproceedings | DOI |
| Mitchell, T., Cohen, W., Hruscha, E., Talukdar, P., Betteridge, J., Carlson, A., Dalvi, B., Gardner, M., Kisiel, B., Krishnamurthy, J., Lao, N., Mazaitis, K., Mohammad, T., Nakashole, N., Platanios, E., Ritter, A., Samadi, M., Settles, B., Wang, R., Wijaya, D., Gupta, A., Chen, X., Saparov, A., Greaves, M. & Welling, J. | Never-Ending Learning | 2015 | AAAI | inproceedings | URL |
| Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A. A., Veness, J., Bellemare, M. G., Graves, A., Riedmiller, M., Fidjeland, A. K., Ostrovski, G., Petersen, S., Beattie, C., Sadik, A., Antonoglou, I., King, H., Kumaran, D., Wierstra, D., Legg, S. & Hassabis, D. | Human-level control through deep reinforcement learning | 2015 | Nature | article | URL |
| Ring, M., Otto, F., Becker, M., Niebler, T., Landes, D. & Hotho, A. | ConDist: A Context-Driven Categorical Distance Measure | 2015 | ECMLPKDD2015 (ed.) |
inproceedings | |
| Krompass, D., Nickel, M. & Tresp, V. | Large-scale factorization of type-constrained multi-relational data | 2014 | International Conference on Data Science and Advanced Analytics, DSAA 2014, Shanghai, China, October 30 - November 1, 2014 | inproceedings | DOIURL |
| Lehmann, J. & Voelker, J. | An Introduction to Ontology Learning | 2014 | Perspectives on Ontology Learning Lehmann, J. & Voelker, J. (ed.) |
incollection | URL |
| Kluegl, P., Toepfer, M., Lemmerich, F., Hotho, A. & Puppe, F. | Exploiting Structural Consistencies with Stacked Conditional Random Fields | 2013 | Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics | article | |
| Yu, H.-F., Jain, P., Kar, P. & Dhillon, I. S. | Large-scale Multi-label Learning with Missing Labels | 2013 | misc | URL | |
| Mirowski, P., Ranzato, M. & LeCun, Y. | Dynamic Auto-Encoders for Semantic Indexing | 2010 | of the NIPS 2010 Workshop on Deep Learning, P. (ed.) |
inproceedings | URL |
| Breiman, L. | Random Forests | 2001 | Machine Learning | article | DOIURL |
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