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Zhirong Yang
Zhirong Yang
Professor at Department of Computer Science, Norwegian University of Science and Technology (NTNU)
Verified email at ntnu.no - Homepage
Title
Cited by
Cited by
Year
Linear and nonlinear projective nonnegative matrix factorization
Z Yang, E Oja
IEEE Transactions on Neural Networks 21 (5), 734-749, 2010
2722010
Global and regional dissemination and evolution of Burkholderia pseudomallei
C Chewapreecha, MTG Holden, M Vehkala, N Välimäki, Z Yang, ...
Nature microbiology 2 (4), 1-8, 2017
1252017
Clustering by nonnegative matrix factorization using graph random walk
Z Yang, T Hao, O Dikmen, X Chen, E Oja
Advances in Neural Information Processing Systems 25, 2012
852012
Unified development of multiplicative algorithms for linear and quadratic nonnegative matrix factorization
Z Yang, E Oja
IEEE Transactions on Neural Networks 22 (12), 1878-1891, 2011
812011
Scalable optimization of neighbor embedding for visualization
Z Yang, J Peltonen, S Kaski
International conference on machine learning, 127-135, 2013
782013
A system-level model for runtime power estimation on mobile devices
Y Xiao, R Bhaumik, Z Yang, M Siekkinen, P Savolainen, A Ylä-Jääski
2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l …, 2010
712010
Heavy-tailed symmetric stochastic neighbor embedding
Z Yang, I King, Z Xu, E Oja
Advances in neural information processing systems 22, 2009
592009
Projective non-negative matrix factorization with applications to facial image processing
Z Yang, Z Yuan, J Laaksonen
International Journal of Pattern Recognition and Artificial Intelligence 21 …, 2007
562007
Kullback-Leibler divergence for nonnegative matrix factorization
Z Yang, H Zhang, Z Yuan, E Oja
International Conference on Artificial Neural Networks, 250-257, 2011
522011
Optimization equivalence of divergences improves neighbor embedding
Z Yang, J Peltonen, S Kaski
International conference on machine learning, 460-468, 2014
492014
Multiplicative updates for non-negative projections
Z Yang, J Laaksonen
Neurocomputing 71 (1-3), 363-373, 2007
462007
Clustering by low-rank doubly stochastic matrix decomposition
Z Yang, E Oja
arXiv preprint arXiv:1206.4676, 2012
402012
Quadratic nonnegative matrix factorization
Z Yang, E Oja
Pattern Recognition 45 (4), 1500-1510, 2012
402012
Learning the information divergence
O Dikmen, Z Yang, E Oja
IEEE transactions on pattern analysis and machine intelligence 37 (7), 1442-1454, 2014
352014
PANINI: pangenome neighbour identification for bacterial populations
K Abudahab, JM Prada, Z Yang, SD Bentley, NJ Croucher, J Corander, ...
Microbial Genomics 5 (4), 2019
342019
Adaptive regularization for transductive support vector machine
Z Xu, R Jin, J Zhu, I King, M Lyu, Z Yang
Advances in Neural Information Processing Systems 22, 2009
302009
Projective nonnegative matrix factorization: Sparseness, orthogonality, and clustering
Z Yuan, Z Yang, E Oja
Neural Process. Lett, 11-13, 2009
242009
Cir-net: Automatic classification of human chromosome based on inception-resnet architecture
C Lin, G Zhao, Z Yang, A Yin, X Wang, L Guo, H Chen, Z Ma, L Zhao, ...
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020
232020
Low-rank doubly stochastic matrix decomposition for cluster analysis
Z Yang, J Corander, E Oja
The Journal of Machine Learning Research 17 (1), 6454-6478, 2016
232016
Principal whitened gradient for information geometry
Z Yang, J Laaksonen
Neural Networks 21 (2-3), 232-240, 2008
222008
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