| Linear and nonlinear projective nonnegative matrix factorization Z Yang, E Oja IEEE Transactions on Neural Networks 21 (5), 734-749, 2010 | 318 | 2010 |
| 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 | 172 | 2017 |
| 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 | 101 | 2012 |
| Scalable optimization of neighbor embedding for visualization Z Yang, J Peltonen, S Kaski International conference on machine learning, 127-135, 2013 | 91 | 2013 |
| 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 | 87 | 2011 |
| 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 | 73 | 2010 |
| Heavy-tailed symmetric stochastic neighbor embedding Z Yang, I King, Z Xu, E Oja Advances in neural information processing systems 22, 2009 | 69 | 2009 |
| Kullback-Leibler divergence for nonnegative matrix factorization Z Yang, H Zhang, Z Yuan, E Oja International Conference on Artificial Neural Networks, 250-257, 2011 | 68 | 2011 |
| 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 19 (3 …, 2020 | 61 | 2020 |
| 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 | 60 | 2007 |
| Multiplicative updates for non-negative projections Z Yang, J Laaksonen Neurocomputing 71 (1-3), 363-373, 2007 | 52 | 2007 |
| Optimization equivalence of divergences improves neighbor embedding Z Yang, J Peltonen, S Kaski International conference on machine learning, 460-468, 2014 | 50 | 2014 |
| PANINI: Pangenome Neighbour Identification for Bacterial Populations K Abudahab, JM Prada, Z Yang, SD Bentley, NJ Croucher, J Corander, ... Microbial Genomics 5 (4), e000220, 2019 | 46 | 2019 |
| Quadratic nonnegative matrix factorization Z Yang, E Oja Pattern Recognition 45 (4), 1500-1510, 2012 | 43 | 2012 |
| Learning the information divergence O Dikmen, Z Yang, E Oja IEEE transactions on pattern analysis and machine intelligence 37 (7), 1442-1454, 2014 | 42 | 2014 |
| Clustering by low-rank doubly stochastic matrix decomposition Z Yang, E Oja arXiv preprint arXiv:1206.4676, 2012 | 41 | 2012 |
| The effects of incretin‐based therapies on β‐cell function and insulin resistance in type 2 diabetes: a systematic review and network meta‐analysis combining 360 trials S Wu, L Gao, A Cipriani, Y Huang, Z Yang, J Yang, S Yu, Y Zhang, S Chai, ... Diabetes, Obesity and Metabolism 21 (4), 975-983, 2019 | 40 | 2019 |
| A 91-channel hyperspectral LiDAR for coal/rock classification H Shao, Y Chen, Z Yang, C Jiang, W Li, H Wu, Z Wen, S Wang, E Puttnon, ... IEEE Geoscience and Remote Sensing Letters 17 (6), 1052-1056, 2019 | 39 | 2019 |
| 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 | 34 | 2009 |
| Classification of long sequential data using circular dilated convolutional neural networks L Cheng, R Khalitov, T Yu, J Zhang, Z Yang Neurocomputing 518, 50-59, 2023 | 31 | 2023 |
Erkki OjaProfessor of Computer Science and Engineering, Aalto UniversityVerified email at aalto.fi
