default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDShang-Ming Zhou
Person information
- affiliation: Swansea University, UK
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j29]Roberto Confalonieri, Oliver Kutz, Diego Calvanese, Jose Maria Alonso-Moral, Shang-Ming Zhou:
The role of ontologies and knowledge in Explainable AI. Semantic Web 15(4): 933-936 (2024)- 2023
- [c20]Omobolanle Omisade
, Alexander E. Gegov, Shang-Ming Zhou, Alice Good, Catherine Tryfona, Sandeep Singh Sengar, Amie-Louise Prior, Bangli Liu, Taiwo Adedeji, Carrie M. Toptan:
Explainable Artificial Intelligence and Mobile Health for Treating Eating Disorders in Young Adults with Autism Spectrum Disorder Based on the Theory of Change: A Mixed Method Protocol. FICTA (2) 2023: 31-44 - 2022
- [j28]Lin Huo, Lin Bai, Shang-Ming Zhou:
Automatically Generating Natural Language Descriptions of Images by a Deep Hierarchical Framework. IEEE Trans. Cybern. 52(8): 7441-7452 (2022) - 2021
- [j27]Shang-Ming Zhou, Francisco Chiclana, Robert I. John, Jonathan M. Garibaldi, Lin Huo:
Type-1 OWA Operators in Aggregating Multiple Sources of Uncertain Information: Properties and Real-World Applications in Integrated Diagnosis. IEEE Trans. Fuzzy Syst. 29(8): 2112-2121 (2021) - [c19]Jamie Andrew Duell, Xiuyi Fan, Bruce Burnett, Gert Aarts, Shang-Ming Zhou:
A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records. BHI 2021: 1-4 - [c18]Marcin Kapcia, Hassan Eshkiki, Jamie Andrew Duell, Xiuyi Fan, Shang-Ming Zhou, Benjamin Mora:
ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics. ICTAI 2021: 841-845 - [i2]Jamie Andrew Duell, Monika Seisenberger, Gert Aarts, Shang-Ming Zhou, Xiuyi Fan:
Towards a Shapley Value Graph Framework for Medical peer-influence. CoRR abs/2112.14624 (2021)
2010 – 2019
- 2019
- [j26]Haider Raza, Dheeraj Rathee, Shang-Ming Zhou, Hubert Cecotti, Girijesh Prasad:
Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface. Neurocomputing 343: 154-166 (2019) - 2018
- [i1]Haider Raza, Dheeraj Rathee, Shang-Ming Zhou, Hubert Cecotti, Girijesh Prasad:
Covariate Shift Estimation based Adaptive Ensemble Learning for Handling Non-Stationarity in Motor Imagery related EEG-based Brain-Computer Interface. CoRR abs/1805.01044 (2018) - 2017
- [j25]David A. Elizondo, Shang-Ming Zhou, Charalambos Chrysostomou:
Light source detection for digital images in noisy scenes: a neural network approach. Neural Comput. Appl. 28(5): 899-909 (2017) - 2015
- [j24]Pan Wang, Ricardo Valerdi, Shang-Ming Zhou, Ling Li:
Introduction: Advances in IoT research and applications. Inf. Syst. Frontiers 17(2): 239-241 (2015) - 2014
- [j23]Francisco Mata, Luis G. Pérez, Shang-Ming Zhou, Francisco Chiclana:
Type-1 OWA methodology to consensus reaching processes in multi-granular linguistic contexts. Knowl. Based Syst. 58: 11-22 (2014) - [j22]Zu De Zhou, Ricardo Valerdi, Shang-Ming Zhou, Li Wang:
Guest Editorial Special Section on IoT. IEEE Trans. Ind. Informatics 10(2): 1413-1416 (2014) - [c17]Jingjing Deng, Xianghua Xie, Shang-Ming Zhou:
Conversational Interaction Recognition Based on Bodily and Facial Movement. ICIAR (1) 2014: 237-245 - [c16]Shang-Ming Zhou, Muhammad A. Rahman, Mark D. Atkinson, Sinead Brophy:
Mining textual data from primary healthcare records: Automatic identification of patient phenotype cohorts. IJCNN 2014: 3621-3627 - [c15]Wanli Ma, Dat Tran, Trung Le, Hong Lin, Shang-Ming Zhou:
Using EEG artifacts for BCI applications. IJCNN 2014: 3628-3635 - 2013
- [j21]Francisco Chiclana, Shang-Ming Zhou:
Type-Reduction of General Type-2 Fuzzy Sets: The Type-1 OWA Approach. Int. J. Intell. Syst. 28(5): 505-522 (2013) - 2012
- [j20]Jonathan M. Garibaldi, Shang-Ming Zhou, Xiao-Ying Wang, Robert Ivor John, Ian O. Ellis:
Incorporation of expert variability into breast cancer treatment recommendation in designing clinical protocol guided fuzzy rule system models. J. Biomed. Informatics 45(3): 447-459 (2012) - [j19]Zu De Zhou, Ricardo Valerdi, Shang-Ming Zhou:
Guest Editorial Special Section on Enterprise Systems. IEEE Trans. Ind. Informatics 8(3): 630 (2012) - [j18]Ling Li, Ri-Li Ge, Shang-Ming Zhou, Ricardo Valerdi:
Guest EditorialIntegrated Healthcare Information Systems. IEEE Trans. Inf. Technol. Biomed. 16(4): 515-517 (2012) - 2011
- [j17]Shang-Ming Zhou, Francisco Chiclana, Robert Ivor John, Jonathan M. Garibaldi:
Alpha-Level Aggregation: A Practical Approach to Type-1 OWA Operation for Aggregating Uncertain Information with Applications to Breast Cancer Treatments. IEEE Trans. Knowl. Data Eng. 23(10): 1455-1468 (2011) - [c14]Francisco Chiclana, Shang-Ming Zhou:
The Type-1 OWA Operator and the Centroid of Type-2 Fuzzy Sets. EUSFLAT Conf. 2011: 15-20 - [p2]Shang-Ming Zhou, Francisco Chiclana, Robert Ivor John, Jonathan M. Garibaldi:
Fuzzification of the OWA Operators for Aggregating Uncertain Information with Uncertain Weights. Recent Developments in the Ordered Weighted Averaging Operators 2011: 91-109 - 2010
- [j16]Pan Wang, Lida Xu, Shang-Ming Zhou, Zhun Fan, Youfeng Li, Shan Feng:
A novel Bayesian learning method for information aggregation in modular neural networks. Expert Syst. Appl. 37(2): 1071-1074 (2010) - [j15]Shang-Ming Zhou, Robert Ivor John, Francisco Chiclana, Jonathan M. Garibaldi:
On aggregating uncertain information by type-2 OWA operators for soft decision making. Int. J. Intell. Syst. 25(6): 540-558 (2010) - [c13]Shang-Ming Zhou, Ronan A. Lyons, Mike B. Gravenor:
Construction of parsimonious Takagi-Sugeno fuzzy rule based model in characterising impacts of child health, socioeconomic deprivations on educational outcomes. FUZZ-IEEE 2010: 1-8 - [c12]Shang-Ming Zhou, Ronan A. Lyons, Owen Bodger, Joanne C. Demmler, Mark D. Atkinson:
SVM with entropy regularization and particle swarm optimization for identifying children's health and socioeconomic determinants of education attainments using linked datasets. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j14]Shang-Ming Zhou, John Q. Gan, Lida Xu, Robert Ivor John:
Fuzziness index driven fuzzy relaxation algorithm and applications to image processing. Ann. Oper. Res. 168(1): 119-131 (2009) - [j13]Shang-Ming Zhou, Jonathan M. Garibaldi, Robert Ivor John, Francisco Chiclana:
On Constructing Parsimonious Type-2 Fuzzy Logic Systems via Influential Rule Selection. IEEE Trans. Fuzzy Syst. 17(3): 654-667 (2009) - [j12]Shang-Ming Zhou, John Q. Gan:
Extracting Takagi-Sugeno Fuzzy Rules with Interpretable Submodels via Regularization of Linguistic Modifiers. IEEE Trans. Knowl. Data Eng. 21(8): 1191-1204 (2009) - [c11]Shang-Ming Zhou, Jonathan M. Garibaldi, Francisco Chiclana, Robert Ivor John, Xiao-Ying Wang:
Type-1 OWA operator based non-stationary fuzzy decision support systems for breast cancer treatments. FUZZ-IEEE 2009: 175-180 - [c10]Xiao-Ying Wang, Jonathan M. Garibaldi, Shang-Ming Zhou, Robert Ivor John:
Methods of interpretation of a non-stationary fuzzy system for the treatment of breast cancer. FUZZ-IEEE 2009: 1187-1192 - 2008
- [j11]Shang-Ming Zhou, John Q. Gan:
Low-level interpretability and high-level interpretability: a unified view of data-driven interpretable fuzzy system modelling. Fuzzy Sets Syst. 159(23): 3091-3131 (2008) - [j10]Shang-Ming Zhou, Francisco Chiclana, Robert Ivor John, Jonathan M. Garibaldi:
Type-1 OWA operators for aggregating uncertain information with uncertain weights induced by type-2 linguistic quantifiers. Fuzzy Sets Syst. 159(24): 3281-3296 (2008) - [j9]Shang-Ming Zhou, John Q. Gan, Francisco Sepulveda:
Classifying mental tasks based on features of higher-order statistics from EEG signals in brain-computer interface. Inf. Sci. 178(6): 1629-1640 (2008) - [c9]Shang-Ming Zhou, Robert Ivor John, Xiao-Ying Wang, Jonathan M. Garibaldi, Ian O. Ellis:
Compact fuzzy rules induction and feature extraction using SVM with particle swarms for breast cancer treatments. IEEE Congress on Evolutionary Computation 2008: 1469-1475 - [c8]Shang-Ming Zhou, Francisco Chiclana, Robert Ivor John, Jonathan M. Garibaldi:
Type-2 OWA operators - aggregating type-2 fuzzy sets in soft decision making. FUZZ-IEEE 2008: 625-630 - [c7]Shang-Ming Zhou, Francisco Chiclana:
Inducing linguistic weights for type-1 OWA operators in soft decision making. FUZZ-IEEE 2008: 1626-1633 - [c6]David A. Elizondo, Shang-Ming Zhou, Charalambos Chrysostomou:
Surface Reconstruction Techniques Using Neural Networks to Recover Noisy 3D Scenes. ICANN (1) 2008: 857-866 - 2007
- [j8]Shang-Ming Zhou, John Q. Gan, Lida Xu, Robert I. John:
Interactive image enhancement by fuzzy relaxation. Int. J. Autom. Comput. 4(3): 229-235 (2007) - [j7]Shang-Ming Zhou, John Q. Gan:
Constructing L2-SVM-Based Fuzzy Classifiers in High-Dimensional Space With Automatic Model Selection and Fuzzy Rule Ranking. IEEE Trans. Fuzzy Syst. 15(3): 398-409 (2007) - [c5]William Blewitt, Shang-Ming Zhou, Simon Coupland:
A Novel Approach to Type-2 Fuzzy Addition. FUZZ-IEEE 2007: 1-6 - [c4]Shang-Ming Zhou, Robert I. John, Francisco Chiclana, Jonathan M. Garibaldi:
New Type-2 Rule Ranking Indices for Designing Parsimonious Interval Type-2 Fuzzy Logic Systems. FUZZ-IEEE 2007: 1-6 - 2006
- [b1]Shang-Ming Zhou:
Machine learning and intelligent data analysis for interpretable neuro-fuzzy system modelling. University of Essex, Colchester, UK, 2006 - [j6]Shang-Ming Zhou, John Q. Gan:
Constructing accurate and parsimonious fuzzy models with distinguishable fuzzy sets based on an entropy measure. Fuzzy Sets Syst. 157(8): 1057-1074 (2006) - [j5]Shang-Ming Zhou, John Q. Gan:
A new fuzzy relaxation algorithm for image enhancement. Int. J. Knowl. Based Intell. Eng. Syst. 10(3): 181-192 (2006) - [c3]John Q. Gan, Shang-Ming Zhou:
A New Fuzzy Membership Function with Applications in Interpretability Improvement of Neurofuzzy Models. ICIC (2) 2006: 183-194 - [p1]Shang-Ming Zhou, John Q. Gan:
Multiple Objective Learning for Constructing Interpretable Takagi-Sugeno Fuzzy Model. Multi-Objective Machine Learning 2006: 385-403 - 2004
- [j4]Shang-Ming Zhou, John Q. Gan:
An Unsupervised Kernel Based Fuzzy C-Means Clustering Algorithm With Kernel Normalisation. Int. J. Comput. Intell. Appl. 4(4): 355-374 (2004) - [c2]Shang-Ming Zhou, John Q. Gan:
Interpretability improvement of input space partitioning by merging fuzzy sets based on an entropy measure. FUZZ-IEEE 2004: 287-292 - [c1]Shang-Ming Zhou, John Q. Gan:
Mercer Kernel, Fuzzy C-Means Algorithm, and Prototypes of Clusters. IDEAL 2004: 613-618 - 2003
- [j3]Shang-Ming Zhou, Hong-Xing Li, Lida Xu:
A variational approach to intensity approximation for remote sensing images using dynamic neural networks. Expert Syst. J. Knowl. Eng. 20(4): 163-170 (2003) - 2001
- [j2]Shang-Ming Zhou, Li Da Xu:
A new type of recurrent fuzzy neural network for modeling dynamic systems. Knowl. Based Syst. 14(5-6): 243-251 (2001)
1990 – 1999
- 1999
- [j1]Shang-Ming Zhou, Li Da Xu:
Dynamic recurrent neural networks for a hybrid intelligent decision support system for the metallurgical industry. Expert Syst. J. Knowl. Eng. 16(4): 240-247 (1999)
Coauthor Index
aka: Robert I. John
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-25 20:13 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
