Spectral–spatial classification of hyperspectral imagery with 3D convolutional neural network Y Li, H Zhang, Q Shen Remote Sensing 9 (1), 67, 2017 | 1168 | 2017 |
Semantics-preserving dimensionality reduction: rough and fuzzy-rough-based approaches R Jensen, Q Shen IEEE Transactions on knowledge and data engineering 16 (12), 1457-1471, 2004 | 821 | 2004 |
New approaches to fuzzy-rough feature selection R Jensen, Q Shen IEEE Transactions on fuzzy systems 17 (4), 824-838, 2008 | 651 | 2008 |
Fuzzy–rough attribute reduction with application to web categorization R Jensen, Q Shen Fuzzy sets and systems 141 (3), 469-485, 2004 | 641 | 2004 |
Fuzzy-rough sets assisted attribute selection R Jensen, Q Shen IEEE Transactions on fuzzy systems 15 (1), 73-89, 2007 | 537 | 2007 |
Computational intelligence and feature selection: rough and fuzzy approaches R Jensen, Q Shen John Wiley & Sons, 2008 | 485 | 2008 |
Learning Bayesian networks: approaches and issues R Daly, Q Shen, S Aitken The knowledge engineering review 26 (2), 99-157, 2011 | 446 | 2011 |
Deep learning for remote sensing image classification: A survey Y Li, H Zhang, X Xue, Y Jiang, Q Shen Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (6 …, 2018 | 402 | 2018 |
Rough set-aided keyword reduction for text categorization A Chouchoulas, Q Shen Applied artificial intelligence 15 (9), 843-873, 2001 | 355 | 2001 |
Fuzzy qualitative simulation Q Shen, R Leitch IEEE Transactions on Systems, Man, and Cybernetics 23 (4), 1038-1061, 1993 | 351 | 1993 |
Finding rough set reducts with ant colony optimization R Jensen, Q Shen Proceedings of the 2003 UK workshop on computational intelligence 1 (2), 15-22, 2003 | 322 | 2003 |
Spectral-spatial classification of hyperspectral imagery using a dual-channel convolutional neural network H Zhang, Y Li, Y Zhang, Q Shen Remote sensing letters 8 (5), 438-447, 2017 | 299 | 2017 |
Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring Q Shen, R Jensen Pattern recognition 37 (7), 1351-1363, 2004 | 290 | 2004 |
A rough-fuzzy approach for generating classification rules Q Shen, A Chouchoulas Pattern recognition 35 (11), 2425-2438, 2002 | 282 | 2002 |
Fuzzy-rough data reduction with ant colony optimization R Jensen, Q Shen Fuzzy sets and systems 149 (1), 5-20, 2005 | 269 | 2005 |
Fuzzy interpolative reasoning via scale and move transformations Z Huang, Q Shen IEEE Transactions on Fuzzy Systems 14 (2), 340-359, 2006 | 260 | 2006 |
Fuzzy interpolation and extrapolation: A practical approach Z Huang, Q Shen IEEE Transactions on Fuzzy Systems 16 (1), 13-28, 2008 | 229 | 2008 |
Feature selection with harmony search R Diao, Q Shen IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2012 | 212 | 2012 |
Hyperspectral classification based on lightweight 3-D-CNN with transfer learning H Zhang, Y Li, Y Jiang, P Wang, Q Shen, C Shen IEEE Transactions on Geoscience and Remote Sensing 57 (8), 5813-5828, 2019 | 186 | 2019 |
A distance measure approach to exploring the rough set boundary region for attribute reduction N Parthaláin, Q Shen, R Jensen IEEE Transactions on Knowledge and Data Engineering 22 (3), 305-317, 2009 | 178 | 2009 |