Shang-Ming Zhou
TitleCited byYear
Low-level interpretability and high-level interpretability: a unified view of data-driven interpretable fuzzy system modelling
SM Zhou, JQ Gan
Fuzzy sets and systems 159 (23), 3091-3131, 2008
2382008
Classifying mental tasks based on features of higher-order statistics from EEG signals in brain–computer interface
SM Zhou, JQ Gan, F Sepulveda
Information Sciences 178 (6), 1629-1640, 2008
2142008
Type-1 OWA operators for aggregating uncertain information with uncertain weights induced by type-2 linguistic quantifiers
SM Zhou, F Chiclana, RI John, JM Garibaldi
Fuzzy Sets and Systems 159 (24), 3281-3296, 2008
1462008
Constructing L2-SVM-based fuzzy classifiers in high-dimensional space with automatic model selection and fuzzy rule ranking
SM Zhou, JQ Gan
IEEE Transactions on Fuzzy Systems 15 (3), 398-409, 2007
752007
On aggregating uncertain information by type‐2 OWA operators for soft decision making
SM Zhou, RI John, F Chiclana, JM Garibaldi
International Journal of Intelligent Systems 25 (6), 540-558, 2010
672010
Alpha-level aggregation: a practical approach to type-1 OWA operation for aggregating uncertain information with applications to breast cancer treatments
SM Zhou, F Chiclana, RI John, JM Garibaldi
IEEE Transactions on Knowledge and Data Engineering 23 (10), 1455-1468, 2010
642010
Guest EditorialIntegrated Healthcare Information Systems
L Li, RL Ge, SM Zhou, R Valerdi
IEEE Transactions on Information Technology in Biomedicine 16 (4), 515-517, 2012
632012
Type-1 OWA methodology to consensus reaching processes in multi-granular linguistic contexts
F Mata, LG Pérez, SM Zhou, F Chiclana
Knowledge-Based Systems 58, 11-22, 2014
612014
On constructing parsimonious type-2 fuzzy logic systems via influential rule selection
SM Zhou, JM Garibaldi, RI John, F Chiclana
IEEE Transactions on Fuzzy Systems 17 (3), 654-667, 2008
612008
No Increased Rate of Acute Myocardial Infarction or Stroke Among Patients with Ankylosing Spondylitis—A Retrospective Cohort Study Using Routine Data
S Brophy, R Cooksey, M Atkinson, SM Zhou, MJ Husain, S Macey, ...
Seminars in Arthritis and Rheumatism 42 (2), 140-145, 2012
552012
Incidence of Campylobacter and Salmonella Infections Following First Prescription for PPI: A Cohort Study Using Routine Data
S Brophy, KH Jones, MA Rahman, SM Zhou, A John, MD Atkinson, ...
The American journal of gastroenterology 108 (7), 1094, 2013
512013
Type‐Reduction of General Type‐2 Fuzzy Sets: The Type‐1 OWA Approach
F Chiclana, SM Zhou
International Journal of Intelligent Systems 28 (5), 505–522, 2013
482013
A new type of recurrent fuzzy neural network for modeling dynamic systems
SM Zhou, L Da Xu
Knowledge-Based Systems 14 (5-6), 243-251, 2001
482001
The effect of physical activity and motivation on function in ankylosing spondylitis: A cohort study
S Brophy, R Cooksey, H Davies, MS Dennis, SM Zhou, S Siebert
Seminars in arthritis and rheumatism 42 (6), 619-626, 2013
422013
Constructing accurate and parsimonious fuzzy models with distinguishable fuzzy sets based on an entropy measure
SM Zhou, JQ Gan
Fuzzy Sets and Systems 157 (8), 1057-1074, 2006
422006
A novel Bayesian learning method for information aggregation in modular neural networks
P Wang, L Xu, SM Zhou, Z Fan, Y Li, S Feng
Expert Systems with Applications 37 (2), 1071-1074, 2010
382010
Mercer kernel, fuzzy c-means algorithm, and prototypes of clusters
S Zhou, JQ Gan
International Conference on Intelligent Data Engineering and Automated …, 2004
372004
Physical activity and excess weight in pregnancy have independent and unique effects on delivery and perinatal outcomes
KL Morgan, MA Rahman, RA Hill, SM Zhou, G Bijlsma, A Khanom, ...
PLoS One 9 (4), e94532, 2014
362014
Extracting Takagi-Sugeno fuzzy rules with interpretable submodels via regularization of linguistic modifiers
SM Zhou, JQ Gan
IEEE Transactions on Knowledge and Data Engineering 21 (8), 1191-1204, 2008
352008
Defining disease phenotypes in primary care electronic health records by a machine learning approach: a case study in identifying rheumatoid arthritis
SM Zhou, F Fernandez-Gutierrez, J Kennedy, R Cooksey, M Atkinson, ...
PloS one 11 (5), e0154515, 2016
292016
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Articles 1–20