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
2342008
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
2042008
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
1442008
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
722007
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
662010
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
622010
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
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
612012
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
542012
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
492013
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
472001
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
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
362013
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
362010
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
352014
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
Mercer kernel, fuzzy c-means algorithm, and prototypes of clusters
S Zhou, JQ Gan
International Conference on Intelligent Data Engineering and Automated …, 2004
342004
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
262016
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Articles 1–20