• 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

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Article
2020

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

Time Series Indexing By Dynamic Covering with Cross-Range Constraints

Sun, T., Liu, H., McLoone, S., Ji, S. & Wu, X., 15 Apr 2020, (Accepted) In : The International Jounal on Very Large Data Bases. 19 p.

Research output: Contribution to journalArticle

2019

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

Induced Start Dynamic Sampling for Wafer Metrology Optimization

Susto, G. A., Maggipinto, M., Zocco, F. & McLoone, S., 31 Jul 2019, In : IEEE Transactions of Automation Science and Engineering. 15 p.

Research output: Contribution to journalArticle

Open Access
File
161 Downloads (Pure)
Open Access
File
4 Citations (Scopus)
38 Downloads (Pure)

Quantification of wind curtailment on a medium-sized power system and mitigation using municipal water pumping load

Davison-Kernan, R., Liu, X., McLoone, S. & Fox, B., 01 Sep 2019, In : Renewable and Sustainable Energy Reviews. 112, p. 499-507

Research output: Contribution to journalArticle

2018

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)
221 Downloads (Pure)
Open Access
File
18 Citations (Scopus)
997 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)
240 Downloads (Pure)

Electromagnetic Loss Modeling and Demagnetization Analysis for High Speed Permanent Magnet Machine

Zhang, Y., McLoone, S. & Cao, W., Mar 2018, In : IEEE Transactions on Magnetics. 54, 3, 5 p., 8200405.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
151 Downloads (Pure)
Open Access
File
2 Citations (Scopus)
379 Downloads (Pure)
2017

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
22 Citations (Scopus)
228 Downloads (Pure)

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)
289 Downloads (Pure)

Forward Selection Component Analysis: Algorithms and Applications

Puggini, L. & McLoone, S., Dec 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 12, p. 2395-2408 15 p.

Research output: Contribution to journalArticle

Open Access
File
13 Citations (Scopus)
605 Downloads (Pure)

Impact of healthcare strategies on patterns of Paediatric Sight Impairment in a developed population: 1984 - 2011: 1984-2011

Shirley, K., Chamney, S., Satkurunathan, P., McLoone, S. & McLoone, E., 27 Oct 2017, In : Eye. 31, 11, p. 1537-1545 9 p.

Research output: Contribution to journalArticle

Open Access
File
179 Downloads (Pure)

Non-contact Pressure-based Sleep/Wake Discrimination

Walsh, L., McLoone, S., Ronda, J., Duffy, J. F. & A. Czeisler, C., Aug 2017, In : IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 64, 8, p. 1750-1760 12 p.

Research output: Contribution to journalArticle

Open Access
File
6 Citations (Scopus)
268 Downloads (Pure)

Power Loss and Thermal Analysis of a MW High Speed Permanent Magnet Synchronous Machine

Zhang, Y., McLoone, S., Cao, W., Qiu, F. & Gerada, C., Dec 2017, In : IEEE Transactions on Energy Conversion. 32, 4, p. 1468-1478 11 p.

Research output: Contribution to journalArticle

Open Access
File
31 Citations (Scopus)
947 Downloads (Pure)
2016

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)
220 Downloads (Pure)

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)
211 Downloads (Pure)

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)
296 Downloads (Pure)
Open Access
File
25 Citations (Scopus)
1118 Downloads (Pure)

Feature Selection for Anomaly Detection Using Optical Emission Spectroscopy

Puggini, L. & McLoone, S., 2016, In : IFAC-PapersOnLine. 49, 5, p. 132-137 6 p.

Research output: Contribution to journalArticle

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

Real-Time Multiple Event Detection and Classification Using Moving Window PCA

Rafferty, M., Liu, X., Laverty, D. M. & McLoone, S., Sep 2016, In : IEEE Transactions on Smart Grid. 7, 5, p. 2537-2548 12 p.

Research output: Contribution to journalArticle

Open Access
File
48 Citations (Scopus)
428 Downloads (Pure)

Supervised Aggregative Feature Extraction for Big Data Time Series Regression

Susto, G. A., Schirru, A., Pampuri, S. & McLoone, S., Jun 2016, In : IEEE Transactions on Industrial Informatics. 12, 3, p. 1243-1252 10 p.

Research output: Contribution to journalArticle

Open Access
File
32 Citations (Scopus)
580 Downloads (Pure)

Wide-Area Phase-Angle Measurements for Islanding Detection—An Adaptive Nonlinear Approach

Liu, X., Kennedy, J. M., Laverty, D. M., Morrow, D. J. & McLoone, S., Aug 2016, In : Ieee Transactions On Power Delivery. 31, 4, p. 1901-1911 11 p.

Research output: Contribution to journalArticle

Open Access
File
19 Citations (Scopus)
397 Downloads (Pure)
2015

Enhanced AIMD based decentralized residential charging of EVs

Liu, M. & McLoone, S., Aug 2015, In : Transactions of the Institute of Measurement and Control. 37, 7, p. 853-867 15 p.

Research output: Contribution to journalArticle

Open Access
File
14 Citations (Scopus)
238 Downloads (Pure)

Fault detection using random forest similarity distance

Puggini, L., Doyle, J. & McLoone, S., 2015, In : IFAC-PapersOnLine. 48, 21, p. 583-588 6 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Hierarchical Demand Response for Peak Minimization Using Dantzig–Wolfe Decomposition

McNamara, P. & McLoone, S., Nov 2015, In : IEEE Transactions on Smart Grid. 6, 6, p. 2807 - 2815 9 p., 7230291.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Machine Learning for Predictive Maintenance: A Multiple Classifiers Approach

Susto, G. A., Schirru, A., Pampuri, S., McLoone, S. & Beghi, A., Jun 2015, In : IEEE Transactions on Industrial Informatics. 11, 3, p. 812-820 9 p.

Research output: Contribution to journalArticle

Open Access
File
154 Citations (Scopus)
10328 Downloads (Pure)
Open Access
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49 Citations (Scopus)
343 Downloads (Pure)

Residential electrical vehicle charging strategies: the good, the bad and the ugly

Liu, M., McNamara, P., Shorten, R. & McLoone, S., Jun 2015, In : Journal of Modern Power Systems and Clean Energy . 3, 2, p. 190-202 13 p.

Research output: Contribution to journalArticle

Open Access
File
21 Citations (Scopus)
1027 Downloads (Pure)
2014

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

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

22 Citations (Scopus)

New modular structure DC-DC converter without electrolytic capacitors for renewable energy applications

Hu, Y., Cao, W., Finney, S. J., Xiao, W., Zhang, F. & McLoone, S. F., 01 Oct 2014, In : IEEE Transactions on Sustainable Energy. 5, 4, p. 1184-1192 9 p., 6878458.

Research output: Contribution to journalArticle

30 Citations (Scopus)

Non-contact under-mattress sleep monitoring

Walsh, L. & McLoone, S., 17 Jul 2014, In : Journal of ambient intelligence and smart environments. 6, 4, p. 385-401 17 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Population Mobility Dynamics Estimated from Mobile Telephony Data

Doyle, J., Hung, P., Farrell, R. & McLoone, S., 09 Jun 2014, In : Journal of Urban Technology. 21, 2, p. 109-132 24 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)
2013
3 Citations (Scopus)

Optimal Job Scheduling of Grid Computing Using Efficient Binary Artificial Bee Colony

Kim, S-S., Byeon, J-H., Liu, H., Abraham, A. & McLoone, S., 2013, In : Soft Computing. 17, 5, p. 867-882

Research output: Contribution to journalArticle

28 Citations (Scopus)

Predicting organic acid concentration from UV/vis spectrometry measurements - A comparison of machine learning techniques

Wolf, C., Gaida, D., Stuhlsatz, A., Ludwig, T., McLoone, S. & Bongards, M., Feb 2013, In : Transactions of the Institute of Measurement and Control. 35, 1, p. 5-15

Research output: Contribution to journalArticle

9 Citations (Scopus)

Principal Component Analysis on Spatial Data: An Overview

Demšar, U., Harris, P., Brunsdon, C., Fotheringham, S. & McLoone, S., Jan 2013, In : Annals of the Association of American Geographers. 103, 1, p. 106-128

Research output: Contribution to journalArticle

134 Citations (Scopus)

The use of ensemble empirical mode decomposition with canonical correlation analysis as a novel artifact removal technique

Sweeney, K. T., McLoone, S. F. & Ward, T. E., 07 Jan 2013, In : IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 60, 1, p. 97-105 9 p., 6332491.

Research output: Contribution to journalArticle

131 Citations (Scopus)
2012

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

140 Citations (Scopus)

Learning from time series: Supervised Aggregative Feature Extraction

Schirru, A., Susto, G. A., Pampuri, S. & McLoone, S., 01 Dec 2012, In : Proceedings of the IEEE Conference on Decision and Control. p. 5254-5259 6 p., 6427042.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Methodology for Validating Artifact Removal Techniques for Physiological Signals

Sweeney, K., Ayaz, H., Ward, T., Izzetoglu, M., McLoone, S. & Onaral, B., Sep 2012, In : IEEE Transactions on Information Technology in Biomedicine. 16, 5, p. 918-926 9 p., 6236173.

Research output: Contribution to journalArticle

52 Citations (Scopus)

State Estimation for Anaerobic Digesters using the ADM1

Gaida, D., Wolf, C., Meyer, C., Stuhlsatz, A., Lippel, J., Bäck, T., Bongards, M. & McLoone, S., 2012, In : Water Science and Technology. 66, 5, p. 1088-1095 8 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)

Swarm scheduling approaches for work-flow applications with security constraints in distributed data-intensive computing environments

Liu, H., Abraham, A., Snášel, V. & McLoone, S., 01 Jun 2012, In : Information Sciences. 192, 1, p. 228-243 16 p.

Research output: Contribution to journalArticle

58 Citations (Scopus)
2011

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)

Efficient Marginal Likelihood Computation for Gaussian Process Regression

Schirru, A., Pampuri, S., De Nicolao, G. & McLoone, S., 01 Oct 2011, In : eprint arXiv:1110.6546. 1110, p. 6546

Research output: Contribution to journalArticle

Max separation clustering for feature extraction from Optical Emission Spectroscopy Data

Flynn, B. & McLoone, S., Nov 2011, In : IEEE Transactions on Semiconductor Manufacturing. 24, 4, p. 480-488 8 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)