Publications

Journal Articles

  1. & Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis. PLOS ONE 11(5), e0154515
  2. & Classification of accelerometer wear and non-wear events in seconds for monitoring free-living physical activity. BMJ Open 5(5), e007447-e007447.
  3. & Introduction: Advances in IoT research and applications. Information Systems Frontiers 17(2), 239-241.
  4. & Local Modelling Techniques for Assessing Micro-Level Impacts of Risk Factors in Complex Data: Understanding Health and Socioeconomic Inequalities in Childhood Educational Attainments. PLoS ONE 9(11), e113592
  5. & Type-1 OWA methodology to consensus reaching processes in multi-granular linguistic contexts. Knowledge-Based Systems 58, 11-22.
  6. & Guest Editorial: Special Section on IoT. IEEE Transactions on Industrial Informatics 10(2), 1413-1416.
  7. & Physical activity and excess weight in pregnancy have independent and unique effects on delivery and perinatal outcomes. PLoS ONE 9(4), e94532
  8. et. al. Incidence of Campylobacter and Salmonella Infections Following First Prescription for PPI: A Cohort Study Using Routine Data. The American Journal of Gastroenterology 108(7), 1094-1100.
  9. & The effect of physical activity and motivation on function in ankylosing spondylitis: A cohort study. Seminars in Arthritis and Rheumatism 42(6), 619-626.
  10. & Type-Reduction of General Type-2 Fuzzy Sets: The Type-1 OWA Approach. International Journal of Intelligent Systems 28(5), 505-522.
  11. et. al. Association of Diabetes in Pregnancy with Child Weight at Birth, Age 12 Months and 5 Years – A Population-Based Electronic Cohort Study. PLoS ONE 8(11), e79803
  12. & The effect of physical activity and motivation on function in ankylosing spondylitis: A cohort study. Seminars in Arthritis and Rheumatism 42(6), 619-626.
  13. & Incidence of Campylobacter and Salmonella infections following first prescription for PPI – a cohort study using routine data. American Journal of Gastroenterology 108(7), 1094-1100.
  14. & Constructing compact Takagi-Sugeno rule systems: Identification of complex interactions in epidemiological data. PLoS ONE 7(12), e51468
  15. & No increased rate of acute myocardial infarction or stroke among patients with Ankylosing Spondylitis – a retrospective cohort study using routine data. Seminars in Arthritis and Rheumatism 42(2), 140-145.
  16. & Incorporation of expert variability into breast cancer treatment recommendation in designing clinical protocol guided fuzzy rule system models. Journal of Biomedical Informatics 45(3), 447-459.
  17. & Alpha-level aggregation: a practical approach to type-1 OWA operation for aggregating uncertain information with applications to breast cancer treatments. IEEE Transactions on Knowledge and Data Engineering 23(10), 1455-1468.
  18. & On aggregating uncertain information by type-2 OWA operators for soft decision making. International Journal of Intelligent Systems 25(6), 540-558.
  19. & A novel Bayesian learning method for information aggregation in modular neural networks. Expert Systems with Applications 37(2), 1071-1074.
  20. & Extracting Takagi-Sugeno Fuzzy Rules with Interpretable Submodels via Regularization of Linguistic Modifiers. IEEE Transactions on Knowledge and Data Engineering 21(8), 1191-1204.
  21. & On Constructing Parsimonious Type-2 Fuzzy Logic Systems via Influential Rule Selection. IEEE TRANSACTIONS ON FUZZY SYSTEMS 17(3), 654-667.
  22. & Low-level interpretability and high-level interpretability: a unified view of data-driven interpretable fuzzy system modelling. FUZZY SETS AND SYSTEMS 159, 3091-3131.
  23. & Type-1 OWA operators for aggregating uncertain information with uncertain weights induced by type-2 linguistic quantifiers. FUZZY SETS AND SYSTEMS 159(24), 3281-3296.
  24. Low-level interpretability and high-level interpretability: a unified view of interpretable fuzzy system modelling from data. Fuzzy Sets and Systems 159(23), 3091-3131.
  25. & Classifying mental tasks based on features of higher-order statistics from EEG signals in brain-computer interface. INFORMATION SCIENCES 178(6), 1629-1640.

Book Chapters

  1. & Conversational Interaction Recognition Based on Bodily and Facial Movement. In Image Analysis and Recognition. -245).

Conference Contributions

  1. & (2015). Comparing feature selection methods for high dimensional imbalanced data: identifying rheumatoid arthritis cohorts from routine data. Presented at Proceedings of the 6th International Conference on Industrial Engineering and Systems Management,
  2. & (2014). Using EEG artifacts for BCI applications. , 3628-3635. doi:10.1109/IJCNN.2014.6889496
  3. & (2014). Mining textual data from primary healthcare records: Automatic identification of patient phenotype cohorts. Presented at IEEE Joint International Conference on Neural Networks,, 3621-3627. Beijing, China: IEEE. doi:10.1109/IJCNN.2014.6889494