• 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

Abstract

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 within product virtual metrology

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

Research output: Contribution to conferenceAbstract

Ambient Respiration and Movement Detection During Sleep

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

Research output: Contribution to conferenceAbstract

Biogas plant substrate feed optimization using computational intelligence methods

Wolf, C., Bongards, M. & McLoone, S., 2007.

Research output: Contribution to conferenceAbstract

Control Scheme for a Mini Hydro Plant

Beattie, W. C. & McLoone, S., 2002, p. 882-885.

Research output: Contribution to conferenceAbstract

Efficient Step-Size Evaluation in Gradient Based Neural Network Training Algorithms

McLoone, S. & Irwin, G., 1995, p. 315-322.

Research output: Contribution to conferenceAbstract

Enhanced Virtual Metrology with Time Series Data

Susto, G. A., Schirru, A., Pampuri, S. & McLoone, S., 2012, p. 83.

Research output: Contribution to conferenceAbstract

Estimating Movement From Mobile Telephony Data

Doyle, J., McLoone, S., Hung, P. & Farrell, R., 2012.

Research output: Contribution to conferenceAbstract

Insights into Multilayer Perceptrons and their Training

McLoone, S. & Irwin, G., 1994, p. 61-68.

Research output: Contribution to conferenceAbstract

Large-scale geo-acoustic characterisation of multi-beam echo sounder backscatter and bathymetry data in Irish deep waters

Harris, P., Caughey, H., Hung, P., Ahmed, K. I., Monteys, X., Demšar, U., McLoone, S., O'Toole, R. & Fotheringham, S., 2009.

Research output: Contribution to conferenceAbstract

5 Citations (Scopus)

Non-Contact Sleep/Wake Classification using an Under-Mattress Pressure Sensing Device

Walsh, L., McLoone, S., Ronda, J. M., Cain, S., Chang, A. M. & Duffy, J. F., 2012.

Research output: Contribution to conferenceAbstract

Non-Contact Sleep Monitoring

Walsh, L., McLoone, S., Behan, J., McGrath, M. & Dishongh, T., 2009, p. 57.

Research output: Contribution to conferenceAbstract

Off-Line Training of Feedforward Neural Networks

Irwin, G., Lightbody, G. & McLoone, S., 1994, p. 37-45.

Research output: Contribution to conferenceAbstract

Respiration and Movement Detection during Sleep using an Ambient Modality

Walsh, L. & McLoone, S., 2011.

Research output: Contribution to conferenceAbstract

The Use of Near-Infrared Spectroscopy in Measure General Autonomic Arousal

Coyle, S., Ward, T., Markham, C., Roche, B., McDarby, G. & McLoone, S., 2003.

Research output: Contribution to conferenceAbstract

Towards Enhanced Biofeedback Mechanisms for Upper Limb Rehabilitation in Stroke

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

Research output: Contribution to conferenceAbstract

Transportation Mode Inference From Mobile Phone Call Detail Records

Doyle, J., Hung, P., McLoone, S., Kelly, D. & Farrell, R., 2012.

Research output: Contribution to conferenceAbstract

Virtual metrology reconstruction of dynamically sampled wafers

McLoone, S. & Johnston, A. B., 2012, p. 85.

Research output: Contribution to conferenceAbstract

Article

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 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

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)

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)

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

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 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)

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 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 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)

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)

Blind Deconvolution for Two-thermocouple Sensor Characterisation

Hung, P., Kee, R., Irwin, G. & McLoone, S., Mar 2007, In : Journal of Dynamic Systems Measurement and Control. 129 (2), 2, p. 194-202 9 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Classifying pedestrian movement behaviour from GPS trajectories using visualization and clustering

McArdle, G., Demšar, U., van der Spek, S. & McLoone, S., 2014, In : Annals of GIS. 20, 2, p. 85-98 14 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)

Cognitively-Inspired Artificial Bee Colony Clustering for Cognitive Wireless Sensor Networks

Kim, S-S., McLoone, S., Byeon, J-H., Lee, S. & Liu, H., Apr 2017, In : Cognitive Computation. 9, 2, p. 207-224

Research output: Contribution to journalArticle

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

Computationally efficient sequential learning algorithms for direct link resource-allocating networks

Asirvadam, V. S., McLoone, S. & Irwin, G., Dec 2005, In : Neurocomputing. 69, 1-3, p. 142-157 16 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Congenital nasolacrimal duct obstruction: Comparison of two different treatment algorithms

Napier, M. L., Armstrong, D. J., McLoone, S. F. & McLoone, E. M., 19 Sep 2016, In : Journal of Pediatric Ophthalmology and Strabismus. 53, 5, p. 285-291 7 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Control Strategues for Automatic Generation Control over MTDC Grid

McNamara, P., Meere, R., O'Donnell, T. & McLoone, S., Sep 2016, In : Control Engineering Practice. 54, p. 129-139 11 p.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
324 Downloads (Pure)

DeepVM: A Deep Learning-based Approach with Automatic Feature Extraction for 2D Input Data Virtual Metrology

Maggipinto, M., Beghi, A., McLoone, S. & Susto, G. A., 16 Oct 2019, In : Journal of Process Control. 13 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Demand Side Management of an Urban Water Supply Using Wholesale Electricity Price

Kernan, R., Liu, X., McLoone, S. & Fox, B., 01 Mar 2017, In : Applied Energy. 189, p. 395-402 8 p.

Research output: Contribution to journalArticle

Open Access
File
11 Citations (Scopus)
309 Downloads (Pure)
Open Access
File
26 Citations (Scopus)
1158 Downloads (Pure)
29 Citations (Scopus)

Difference equation sensor characterization algorithms for two-thermocouple probes

McLoone, S., Hung, P., Irwin, G. & Kee, R., 01 Jun 2008, In : Transactions of the Institute of Measurement and Control. 30, 2, p. 173-199 27 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
12 Citations (Scopus)