• Room 0G.009 - Old Physics

    United Kingdom

20002020

Research output per year

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Research Output

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Conference contribution
2019

Analysing the Performance of a Real-Time Healthcare 4.0 System using Shared Frailty Time to Event Models

Marshall, A. H. & Novakovic, A., 05 Aug 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS). IEEE , p. 622-627 ( 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
14 Downloads (Pure)

A state-of-the-art review of Network level bridge management systems and proposal of new approach for predictive maintenance

Lydon, D., Lydon, M., Taylor, S., Soundararajan, P. & Marshall, A. H., 05 Sep 2019, Irish Transport Research Network 05/09/2019 → 06/09/2019 Belfast, United Kingdom.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
33 Downloads (Pure)
2018

A Bayesian network based learning system for modelling faults in large-scale manufacturing

Carbery, C. M., Woods, R. & Marshall, A. H., 30 Apr 2018, Proceedings - 2018 IEEE International Conference on Industrial Technology, ICIT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-February. p. 1357-1362 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
376 Downloads (Pure)

A New Data Analytics Framework Emphasising Pre-processing in Learning AI Models for Complex Manufacturing Systems

Carbery, C. M., Woods, R. & Marshall, A. H., 04 Sep 2018, Intelligent Computing and Internet of Things - First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings. Yang, Z., Yang, D., Li, K., Fei, M. & Du, D. (eds.). Springer-Verlag, p. 169-179 11 p. (Communications in Computer and Information Science; vol. 924).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
142 Downloads (Pure)
2016

A Discrete Conditional Phase-Type Model Utilising a Survival Tree for the Identification of Elderly Patient Cohorts and Their Subsequent Prediction of Length of Stay in Hospital

Gordon, A. S., Marshall, A. H. & Zenga, M., 18 Aug 2016, Proceedings - IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016. Institute of Electrical and Electronics Engineers Inc., p. 259-264 6 p. 7545997. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Modelling the Time Taken to Experience a Type 2 Diabetes Related Complication Using a Survival Tree in Order to Advise General Practitioners

Steele, C. J., Marshall, A. H., Kouvonen, A., Kee, F. & Sund, R., 18 Aug 2016, IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016: Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 271-272 2 p. (IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Proposing the deep dynamic Bayesian network as a future computer based medical system

Carbery, C. M., Marshall, A. H. & Woods, R., 18 Aug 2016, Proceedings - IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016. Institute of Electrical and Electronics Engineers Inc., p. 227-228 2 p. 7545991. (IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
472 Downloads (Pure)
2015

Discrete Conditional Phase-type Model Utilising a Multiclass Support Vector Machine for the Prediction of Retinopathy of Prematurity

Rollins, R., Marshall, A. H., McLoone, E. & Chamney, S., Jun 2015, Computer-Based Medical Systems (CBMS), 2015 IEEE 28th International Symposium on. Institute of Electrical and Electronics Engineers (IEEE), p. 250-255 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2014

Pattern Recognition Approach for Road Collision Hotspots Analysis: Case Study of Northern Ireland

Coll, B., Moutari, S. & Marshall, A. H., 2014, Proceedings of the ITRN2014. 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011

Joint Modelling of Longitudinal and Survival Data: A comparison of Joint and Independent Models

McCrink, L., Marshall, A. H. & Cairns, K., 2011, Bulletin of the International Statistical Institute Proceedings of the 58th World Statistics Congress 2011, Dublin. p. 4971-4976

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2009

Discrete Conditional Phase-type model (DC_Ph) for patient waiting time with a logistic regression component to predict patient admission to hospital

Marshall, A. H. & McCrink, L., 2009, 22nd IEEE International Symposium on Computer-Based Medical Systems, 2009. CBMS 2009. Proceedings.. p. 553-558 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2000

Learning Dynamic Bayesian Belief Networks using Conditional Phase-Type Distributions

Marshall, A. H., McClean, S. I., Shapcott, C. M. & Millard, P. H., 2000, Principles of Data Mining and Knowledge Discovery: PKDD 2000. Vol. 1910. p. 516-523 (Lecture Notes in Computer Science ; vol. 1910).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)