19992020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

Filter
Article
2020

Contextual encoder-decoder network for visual saliency prediction

Kroner, A., Senden, M., Driessens, K. & Goebel, R., Sep 2020, In : Neural Networks. 129, p. 261-270 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Use of deep learning methods to translate drug-induced gene expression changes from rat to human primary hepatocytes

O'Donovan, S. D., Driessens, K., Lopatta, D., Wimmenauer, F., Lukas, A., Neeven, J., Stumm, T., Smirnov, E., Lenz, M., Ertaylan, G., Jennen, D. G. J., van Riel, N. A. W., Cavill, R., Peeters, R. L. M. & de Kok, T. M. C. M., 11 Aug 2020, In : PLOS ONE. 15, 8, 20 p., e0236392.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2017

Testing Exchangeability for Transfer Decision

Zhou, S., Smirnov, E., Schoenmakers, G., Driessens, K. & Peeters, R., 1 Mar 2017, In : Pattern Recognition Letters. 88, p. 64-71 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

2015

Factored four way conditional restricted Boltzmann machines for activity recognition

Mocanu, D. C., Bou Ammar, H., Lowet, D., Driessens, K., Liotta, A., Weiss, G. & Tuyls, K., 15 Nov 2015, In : Pattern Recognition Letters. 66, p. 100-108 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

2006

Graph kernels and Gaussian processes for relational reinforcement learning

Driessens, K., Ramon, J. & Gaertner, T., Sep 2006, In : Machine Learning. 64, 1-3, p. 91-119

Research output: Contribution to journalArticleAcademicpeer-review

2004

Integrating guidance into relational reinforcement learning

Driessens, K. & Dzeroski, S., Dec 2004, In : Machine Learning. 57, 3, p. 271-304

Research output: Contribution to journalArticleAcademicpeer-review

2001

Relational reinforcement learning

Dzeroski, S., De Raedt, L. & Driessens, K., 2001, In : Machine Learning. 43, 1-2, p. 7-52

Research output: Contribution to journalArticleAcademicpeer-review