Towards a Framework for Modelling Variation in Automated Decision Support
Lead Research Organisation:
De Montfort University
Department Name: School of Computing
Abstract
Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.
Organisations
Publications
Zhou S
(2021)
Type-1 OWA Operators in Aggregating Multiple Sources of Uncertain Information: Properties and Real-World Applications in Integrated Diagnosis
in IEEE Transactions on Fuzzy Systems
Garibaldi JM
(2012)
Incorporation of expert variability into breast cancer treatment recommendation in designing clinical protocol guided fuzzy rule system models.
in Journal of biomedical informatics
Zhou S
(2011)
Alpha-Level Aggregation: A Practical Approach to Type-1 OWA Operation for Aggregating Uncertain Information with Applications to Breast Cancer Treatments
in IEEE Transactions on Knowledge and Data Engineering
Zhou S
(2010)
On aggregating uncertain information by type-2 OWA operators for soft decision making
in International Journal of Intelligent Systems
Shang-Ming Zhou
(2009)
On Constructing Parsimonious Type-2 Fuzzy Logic Systems via Influential Rule Selection
in IEEE Transactions on Fuzzy Systems
Chiclana F
(2009)
Cardinal Consistency of Reciprocal Preference Relations: A Characterization of Multiplicative Transitivity
in IEEE Transactions on Fuzzy Systems
Chiclana F
(2008)
Tackling Incomparability of Fuzzy Preferences Using Self-dual Uninorms
in Proceedings of IPMU'08
Description | This grant developed new aggregation methods for combining experts opinions that differ particularly in breast cancer treatment. The methods use fuzzy logic to model the uncertainty in the decision making process. |
Exploitation Route | These new operations can be used in many domains where there are multiple experts. |
Sectors | Aerospace, Defence and Marine,Healthcare,Manufacturing, including Industrial Biotechology |
Description | They have been used by us in helping explore how experts make decisions in breast cancer treatment |
First Year Of Impact | 2008 |
Sector | Healthcare |
Impact Types | Societal |