Hongyu Su
Hongyu Su
Department of Computer Science, Aalto University
Verified email at aalto.fi - Homepage
Title
Cited by
Cited by
Year
Multilabel classification through random graph ensembles
H Su, J Rousu
Asian Conference on Machine Learning, 404-418, 2013
222013
Structured output prediction of anti-cancer drug activity
H Su, M Heinonen, J Rousu
IAPR International Conference on Pattern Recognition in Bioinformatics, 38-49, 2010
152010
Multilabel structured output learning with random spanning trees of max-margin markov networks
M Marchand, H Su, E Morvant, J Rousu, JS Shawe-Taylor
Advances in Neural Information Processing Systems 27, 873-881, 2014
82014
Structured prediction of network response
H Su, A Gionis, J Rousu
International Conference on Machine Learning, 442-450, 2014
52014
Multi-task drug bioactivity classification with graph labeling ensembles
H Su, J Rousu
IAPR International Conference on Pattern Recognition in Bioinformatics, 157-167, 2011
32011
Multilabel classification of drug-like molecules via max-margin conditional random fields
H Su, M Heinonen, J Rousu
on Probabilistic Graphical Models, 265, 2010
32010
Multilabel Classification through Structured Output Learning-Methods and Applications
H Su
Aalto University, 2015
22015
Transport protein classification through structured prediction and multiple lernel learning
H Su, G Valentini, S Szedmak, J Rousu
NIPS Workshop on Machine Learning in Computational Biology (MLCB) & Machine …, 2015
2015
Multilabel Classification throughout Random Graph Ensembles.
H Su, J Rousu
CoRR, 2013
2013
Multilabel Prediction of Drug Activity
H Su, M Heinonen, J Rousu
Machine Learning in Systems Biology, 67, 2010
2010
An Algebra Approach for Finding Frequent Subgraphs with Hamiltonian Cycle
AG Dong, L Gao, XF Zhou, HY Su
Fourth International Conference on Fuzzy Systems and Knowledge Discovery …, 2007
2007
Large Margin Learning for Prediction over Unknown Graph Structures-A Multiple Kernel Learning Approach
S Cousins, J Shawe-Taylor, M Marchand, IFT ULAVAL, J Rousu, H Su
Multiple Kernel Learning for Prediction on Unknown Graph Structures
S Cousins, J Shawe-Taylor, M Marchand, J Rousu, H Su
Structured Prediction of Network Response Supplementary Material
H Su, A Gionis, J Rousu
Multilabel Classification of Drug-like Molecules
H Su, M Heinonen, J Rousu
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Articles 1–15