• Room 08.026 - Ashby Tower

    United Kingdom

Accepting PhD Students

PhD projects

Willing to consider PhD projects in all areas aligned with my research interests. Specific topics of interest include: • Deep learning for automated visual inspection • Intelligent systems techniques for improving manufacturing competiveness • Evolving Intelligent Behaviour in Cooperating Robots • Flexible automation and cobotics • Adaptive AR for intelligent maintenance support • Deep learning for time series prediction

1994 …2020

Research output per year

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Research Output

A Bias Compensated Cross-Relation approach to Thermocouple Characterisation

Gillespie, P. D., Gaida, D., Hung, P. C., Kee, R. J. & McLoone, S. F., 26 Jul 2016, In : IFAC-PapersOnLine. 49, 5, p. 43-48 6 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
227 Downloads (Pure)

A Bias Compensated Cross-Relation approach to Thermocouple Characterisation

Gillespie, P., Gaida, D., Hung, P., Kee, R. & McLoone, S., Jun 2016.

Research output: Contribution to conferencePaper

2 Citations (Scopus)

A bluetooth-based minimum infrastructure home localisation system

Kelly, D., McLoone, S. & Dishongh, T., 2008.

Research output: Contribution to conferencePaper

12 Citations (Scopus)

A case Study on Direct Reinforcement Neurocontrol

Govindhasamy, J. J., Irwin, G. & McLoone, S., 2003.

Research output: Contribution to conferencePaper

A computational intelligent approach to multi-factor analysis of violent crime information systems

Liu, H., Yang, C., Zhang, M., McLoone, S. & Sun, Y., 17 Dec 2014, In : Enterprise Information Systems.

Research output: Contribution to journalArticle

Adaptive islanding detection and diagnosis using wide area monitoring

Rafferty, M., Liu, X., Laverty, D., Xie, L. & McLoone, S., 29 Sep 2017. 6 p.

Research output: Contribution to conferencePaper

Adaptive Non-Stationary Cardiac Signals Identification using an Augmented MLP Network

Asirvadam, V. S. & McLoone, S., 2007, p. 457-460.

Research output: Contribution to conferencePaper

Adaptive sliding window load forecasting

Foster, J., Liu, X. & McLoone, S., 18 Jul 2017, 2017 28th Irish Signals and Systems Conference, ISSC 2017. Institute of Electrical and Electronics Engineers Inc., 6 p.

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

Open Access
File
2 Citations (Scopus)
161 Downloads (Pure)

Advanced Control of an Industrial Grinding Process

Govindhasamy, J. J., McLoone, S., Irwin, G., French, J. J. & Doyle, R. P., 2004, p. 189-194.

Research output: Contribution to conferencePaper

A Dynamic Sampling Approach for Cost Reduction in Semiconductor Manufacturing

Susto, G. A., Maggipinto, M., Zocco, F. & McLoone, S., 15 Mar 2018, (Accepted). 8 p.

Research output: Contribution to conferencePaper

Open Access
File
104 Downloads (Pure)

A dynamic sampling methodology for multi-site wafer metrology

Prakash, P. K. S., Honari, B., Johnston, A. & McLoone, S., 2012.

Research output: Contribution to conferenceAbstract

A Dynamic Sampling Methodology for Plasma Etch Processes

Honari, B. & McLoone, S., 2012.

Research output: Contribution to conferencePoster

A dynamic sampling methodology for plasma etch processes using Gaussian process regression

Wan, J., Honari, B. & McLoone, S., 01 Jan 2013, 2013 24th International Conference on Information, Communication and Automation Technologies, ICAT 2013. IEEE Computer Society, 6684080

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

5 Citations (Scopus)

A dynamic sampling methodology for within product virtual metrology

Johnston, A. B. & McLoone, S., 2012.

Research output: Contribution to conferenceAbstract

A Generalized Fuzzy Linguistic Model for Predicting Component Concentrations in an Optical Gas Sensing System

Wang, Y., Cao, H., Yan, X., Zhou, Y., Liu, X. & McLoone, S., 15 Nov 2016, In : Chemometrics and Intelligent Laboratory Systems. 158, p. 21-30 10 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
218 Downloads (Pure)

A Hybrid Linear/Nonlinear Training Algorithm for Feedforward Neural Networks

McLoone, S., Brown, M., Irwin, G. & Lightbody, G., Jul 1998, In : IEEE Transactions on Neural Networks. 9, 4, p. 669-684

Research output: Contribution to journalArticle

118 Citations (Scopus)

Ambient Respiration and Movement Detection During Sleep

Walsh, L. & McLoone, S., 2010.

Research output: Contribution to conferenceAbstract

A memory optimal BFGS neural network training algorithm

McLoone, S., Asirvadam, V. S. & Irwin, G., May 2002, p. 513-518. 6 p.

Research output: Contribution to conferencePaper

14 Citations (Scopus)

A Memory Optimal Neural Network Training algorithm

McLoone, S., 2000.

Research output: Contribution to conferencePaper

A Methodology for Efficient Dynamic Spatial Sampling and Reconstruction of Wafer Profiles

McLoone, S., Johnston, A. B. & Susto, G. A., Oct 2018, In : IEEE Transactions of Automation Science and Engineering. 15, 4, p. 1692-1703 12 p.

Research output: Contribution to journalArticle

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

A Methodology for Validating Artifact Removal Techniques for fNIRS

Sweeney, K. T., Ayaz, H., Ward, T. E., Izzetoglu, M., McLoone, S. & Onaral, B., 2011.

Research output: Contribution to conferencePaper

Aminolaevulinic acid diffusion characteristics in 'in vitro' normal human skin and actinic keratosis: implications for topical photodynamic therapy

McLoone, N., Donnelly, R., Walsh, M., Dolan, O. M., McLoone, S., McKenna, K. & McCarron, P. A., Aug 2008, In : PHOTODERMATOLOGY PHOTOIMMUNOLOGY & PHOTOMEDICINE. 24, 4, p. 183-190 8 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

An adaptive critic based neurocontroller for process control

Govindhasamy, J. J., McLoone, S. & Irwin, G., Sep 2003, p. 849-858. 10 p.

Research output: Contribution to conferencePaper

An Adaptive Machine Learning Decision System for Flexible Predictive Maintenance

Susto, G. A., Wan, J., Pampuri, S., Zanon, M., Johnston, A. B., O'Hara, P. G. & McLoone, S., Aug 2014, Automation Science and Engineering (CASE), 2014 IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 806-811

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

8 Citations (Scopus)

An Adaptive Memory Multi-Batch L-BFGS Algorithm for Neural Network Training

Zocco, F. & McLoone, S., 28 Apr 2020, (Accepted) 21st IFAC World Congress: Proceedings. 6 p.

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

Analysing Ireland's Interurban Communication Network using Call Data Records

Carolan, E., McLoone, S. & Farrell, R., 2012.

Research output: Contribution to conferencePaper

An Analysis of Noise on Optical Emission Spectroscopy Measurements

Ma, B., McLoone, S., Ringwood, J. & MacGearailt, N., 2010.

Research output: Contribution to conferencePaper

3 Citations (Scopus)
Open Access
File
18 Citations (Scopus)
1081 Downloads (Pure)

Anomaly Detection through on-line Isolation Forest: An application to plasma etching

Susto, G. A., Beghi, A. & McLoone, S., 15 May 2017.

Research output: Contribution to conferencePaper

Open Access

A Novel Approach to Two-wire Thermocouple Temperature Reconstruction

Hung, C. F., McLoone, S., Kee, R. & Irwin, G., Jun 2002, p. 193-198.

Research output: Contribution to conferencePaper

A Novel Variable Precision Reduction Approach to Comprehensive Knowledge Systems

Yang, C., Liu, H., McLoone, S., Chen, C. L. P. & Wu, X., 15 Jan 2018, In : IEEE Transactions on Cybernetics. 48, 2, p. 661-674

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
248 Downloads (Pure)

A novel vSLAM framework with unsupervised semantic segmentation based on adversarial transfer learning

Jin, S., Chen, L., Sun, R. & McLoone, S., 01 May 2020, In : Applied Soft Computing. 90, 17 p., 106153.

Research output: Contribution to journalArticle

A parallel variable memory BFGS training algorithm

McLoone, S., 2000.

Research output: Contribution to conferencePaper

A Practical Perspective on Building Identification from Low-Resolution Mobile Images

Mai, W., Tweed, C., Hung, P., McLoone, S. & Farrell, R., Sep 2008, Handbook of Research on Mobile Multimedia. Ibrahim, I. K. (ed.). 2 ed. PA, USA, p. 329-346

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

A predictive maintenance system for integral type faults based on support vector machines: An application to ion implantation

Susto, G. A., Schirru, A., Pampuri, S., Pagano, D., McLoone, S. & Beghi, A., 01 Dec 2013, IEEE International Conference on Automation Science and Engineering. p. 195-200 6 p. 6653952

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

10 Citations (Scopus)

A resource management tool for implementing strategic direction in an academic department

Ringwood, J., Devitt, F., Doherty, S., Farrell, R., Lawlor, B., McLoone, S., Rogers, A., Villing, R. & Ward, T., Jul 2005, In : Higher Education Policy and Management. 27, 2, p. 273-283

Research output: Contribution to journalArticle

13 Citations (Scopus)

A Review of the State of the Art in Artifact Removal Technologies as used in an Assisted Living Domain

Sweeney, K. T., Kelly, D., Ward, T. E. & McLoone, S., 2011.

Research output: Contribution to conferencePaper

1 Citation (Scopus)

Artifact Removal in Physiological Signals – Practices and Possibilities

Sweeney, K., Wards, T. & McLoone, S., 2012, In : IEEE Transactions on Information Technology in Biomedicine. 16, 3, p. 488-500 13 p., 6156441.

Research output: Contribution to journalArticle

144 Citations (Scopus)

A simple bio-signals quality measure for in-home monitoring

Sweeney, K. T., McLoone, S. & Ward, T. E., 2010.

Research output: Contribution to conferencePaper

7 Citations (Scopus)

A swarm-based rough set approach for FMRI data analysis

Liu, H., Abraham, A., Zhang, W. & McLoone, S., 2011, In : International Journal of Innovative Computing, Information and Control. 7, 6, p. 3121-3132

Research output: Contribution to journalArticle

4 Citations (Scopus)

A taxonomy for wavelet neural networks applied to nonlinear modelling

Ribes-Gomez, E., McLoone, S. & Irwin, G., Jun 2008, In : International Journal of Systems Science. 39, 6, p. 607-627 21 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

A Total Least Squares Approach to Sensor Characterisation

Hung, P., McLoone, S., Irwin, G. & Kee, R., Aug 2003.

Research output: Contribution to conferencePaper

10 Citations (Scopus)

Augmentation of Stroke Rehabilitation through the Application of Wearable Sensors

Dormer, C., Ward, T. & McLoone, S., 2008, p. 34.

Research output: Contribution to conferencePoster

Automatic Control and Machine Learning for Semiconductor Manufacturing: Review and Challenges

Susto, G. A., Pampuri, S., Schirru, A., De Nicolao, G. & McLoone, S., 2012.

Research output: Contribution to conferencePaper

Automatic Detection of Process Instabilities in Wastewater Treatment by Principal Component Analysis

Ebel, A., McLoone, S. & Bongards, M., 2007.

Research output: Contribution to conferencePaper

A Variable memory Quasi-Newton Training Algorithm

McLoone, S. & Irwin, G., Feb 1999, In : Neural Processing Letters. 9, 1, p. 77-89

Research output: Contribution to journalArticle

17 Citations (Scopus)

Battery modelling methods for electric vehicles - a review

Zhang, C., Li, K., McLoone, S. & Yang, Z., 27 Jun 2014.

Research output: Contribution to conferencePaper

44 Citations (Scopus)

Biogas plant control and optimization using Computational Intelligence methods

Wolf, C., McLoone, S. & Bongards, M., 2009, In : at - Automatisierungstechnik. 57, p. 638-649

Research output: Contribution to journalArticle

14 Citations (Scopus)

Biogas plant optimization using Genetic Algorithms and Particle Swarm Optimization

Wolf, C., McLoone, S. & Bongards, M., 2008.

Research output: Contribution to conferencePaper

12 Citations (Scopus)