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1

Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

Susto, Gian Antonio, Schirru, Andrea, Pampuri, Simone, McLoone, Sean, Beghi, Alessandro

Journal:

IEEE Transactions on Industrial Informatics

Year:

2015

Language:

english

File:

PDF, 2.26 MB

english, 2015

2

Principal Component Analysis on Spatial Data: An Overview

Demšar, Urška, Harris, Paul, Brunsdon, Chris, Fotheringham, A. Stewart, McLoone, Sean

Journal:

Annals of the Association of American Geographers

Year:

2013

Language:

english

File:

PDF, 692 KB

english, 2013

3

An enhanced variable selection and Isolation Forest based methodology for anomaly detection with OES data

Puggini, Luca, McLoone, Seán

Journal:

Engineering Applications of Artificial Intelligence

Year:

2018

Language:

english

File:

PDF, 2.75 MB

english, 2018

4

Forward Selection Component Analysis: Algorithms and Applications

Puggini, Luca, Mcloone, Sean

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2017

Language:

english

File:

PDF, 2.04 MB

english, 2017

5

Gaussian Process Regression for Virtual Metrology-Enabled Run-to-Run Control in Semiconductor Manufacturing

Wan, Jian, McLoone, Sean

Journal:

IEEE Transactions on Semiconductor Manufacturing

Year:

2018

Language:

english

File:

PDF, 1.72 MB

english, 2018

6

Neural modelling, control and optimisation of an industrial grinding process

James J. Govindhasamy, Seán F. McLoone, George W. Irwin, John J. French, Richard P. Doyle

Journal:

Control Engineering Practice

Year:

2005

Language:

english

File:

PDF, 666 KB

english, 2005

7

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - Learning from time series: Supervised Aggregative Feature Extraction

Schirru, Andrea, Susto, Gian Antonio, Pampuri, Simone, McLoone, Sean

Year:

2012

Language:

english

File:

PDF, 304 KB

english, 2012

8

[IEEE 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation (ETFA) - Cagliari, Italy (2013.09.10-2013.09.13)] 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation (ETFA) - Prediction of integral type failures in semiconductor manufacturing through classification methods

Susto, Gian Antonio, McLoone, Sean, Pagano, Daniele, Schirru, Andrea, Pampuri, Simone, Beghi, Alessandro

Year:

2013

Language:

english

File:

PDF, 372 KB

english, 2013

9

Nonlinear optimization of RBF networks

MCLOONE, SEÁN, IRWIN, GEORGE

Journal:

International Journal of Systems Science

Year:

1998

Language:

english

File:

PDF, 643 KB

english, 1998

10

Hierarchical Demand Response for Peak Minimization Using Dantzig–Wolfe Decomposition

McNamara, Paul, McLoone, Sean

Journal:

IEEE Transactions on Smart Grid

Year:

2015

Language:

english

File:

PDF, 815 KB

english, 2015

11

Supervised Aggregative Feature Extraction for Big Data Time Series Regression

Susto, Gian, Schirru, Andrea, Pampuri, Simone, McLoone, Sean

Journal:

IEEE Transactions on Industrial Informatics

Year:

2015

Language:

english

File:

PDF, 5.08 MB

english, 2015

12

Fault Detection using Random Forest Similarity Distance

Puggini, Luca, Doyle, John, McLoone, Sean

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 2.95 MB

english, 2015

13

Design and Flux-Weakening Control of an Interior Permanent Magnet Synchronous Motor for Electric Vehicles

Zhang, Yue, Cao, Wenping, McLoone, Sean, Morrow, John

Journal:

IEEE Transactions on Appiled Superconductivity

Year:

2016

Language:

english

File:

PDF, 969 KB

english, 2016

14

[IEEE 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - Saratoga Springs, NY, USA (2017.5.15-2017.5.18)] 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - Anomaly detection through on-line isolation Forest: An application to plasma etching

Susto, Gian Antonio, Beghi, Alessandro, McLoone, Sean

Year:

2017

Language:

english

File:

PDF, 342 KB

english, 2017

15

Load and harmonic distortion characterization of modern low-energy lighting under applied voltage variation

McLorn, Gareth, Laverty, David, Morrow, D. John, McLoone, Seán

Journal:

Electric Power Systems Research

Year:

2019

Language:

english

File:

PDF, 7.38 MB

english, 2019

16

Load forecasting techniques for power systems with high levels of unmetered renewable generation: A comparative study

Foster, Judith, Liu, Xueqin, McLoone, Seán

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 478 KB

english, 2018

17

A Dynamic Sampling Approach for Cost Reduction in Semiconductor Manufacturing

Susto, Gian Antonio, Maggipinto, Marco, Zocco, Federico, McLoone, Sean

Journal:

Procedia Manufacturing

Year:

2018

Language:

english

File:

PDF, 549 KB

english, 2018

18

[IEEE 2019 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific) - Seogwipo-si, Korea (South) (2019.5.8-2019.5.10)] 2019 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific) - Rotor Eddy Current Loss Research and Design Factors Analysis on Thermal Performance for a High-Speed Permanent Magnet Synchronous Machine

Zhang, Yue, McLoone, Sean, Dai, Rui

Year:

2019

File:

PDF, 273 KB

2019

19

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

Nabla McLoone, Ryan F. Donnelly, Maureen Walsh, Olivia M. Dolan, Sean McLoone, Kevin McKenna, Paul A. McCarron

Journal:

Photodermatology, Photoimmunology & Photomedicine

Year:

2008

Language:

english

File:

PDF, 180 KB

english, 2008

20

A Variable Memory Quasi-Newton Training Algorithm

Seán McLoone, George Irwin

Journal:

Neural Processing Letters

Year:

1999

Language:

english

File:

PDF, 117 KB

english, 1999

21

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

Hongbo Liu, Ajith Abraham, Václav Snášel, Seán McLoone

Journal:

Information Sciences

Year:

2012

Language:

english

File:

PDF, 646 KB

english, 2012

22

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

Vijanth S. Asirvadam, Seán F. McLoone, George W. Irwin

Journal:

Year:

2005

Language:

english

File:

PDF, 301 KB

english, 2005

23

Long-Term Refractive and Biometric Outcomes Following Diode Laser Therapy for Retinopathy of Prematurity

Eibhlin M. McLoone, Michael O’Keefe, Sean F. McLoone, Bernadette M. Lanigan

Journal:

Journal of American Association for Pediatric Ophthalmology and Strabismus

Year:

2006

Language:

english

File:

PDF, 239 KB

english, 2006

24

The Use of Ensemble Empirical Mode Decomposition With Canonical Correlation Analysis as a Novel Artifact Removal Technique

Sweeney, Kevin T., McLoone, Seán F., Ward, Tomás E.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2013

Language:

english

File:

PDF, 5.07 MB

english, 2013

25

[IEEE 2008 IEEE International Symposium on Wireless Communication Systems - Reykjavik, Iceland (2008.10.21-2008.10.24)] 2008 IEEE International Symposium on Wireless Communication Systems - A Bluetooth-based minimum infrastructure home localisation system

Kelly, Damian, McLoone, Sean, Dishongh, Terry

Year:

2008

Language:

english

File:

PDF, 174 KB

english, 2008

26

Optimal job scheduling in grid computing using efficient binary artificial bee colony optimization

Sung-Soo Kim, Ji-Hwan Byeon, Hongbo Liu, Ajith Abraham, Seán McLoone

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2013

Language:

english

File:

PDF, 1.27 MB

english, 2013

27

Intelligent Computing for Sustainable Energy and Environment (ICSEE 2012)

Li, Kang, McLoone, Seán, Wang, Ling

Journal:

Year:

2015

Language:

english

File:

PDF, 147 KB

english, 2015

28

[IEEE 2006 IEEE Nonlinear Statistical Signal Processing Workshop - Cambridge, UK (2006.09.13-2006.09.15)] 2006 IEEE Nonlinear Statistical Signal Processing Workshop - Sequential Learning Methods on RBF with Novel Approach of Minimal Weight Update

Asirvadam, Vijanth S., McLoone, Sean F.

Year:

2006

Language:

english

File:

PDF, 749 KB

english, 2006

29

Population Mobility Dynamics Estimated from Mobile Telephony Data

Doyle, John, Hung, Peter, Farrell, Ronan, McLoone, Seán

Journal:

Journal of Urban Technology

Year:

2014

Language:

english

File:

PDF, 1.41 MB

english, 2014

30

New Modular Structure DC–DC Converter Without Electrolytic Capacitors for Renewable Energy Applications

Hu, Yihua, Cao, Wenping, Finney, Stephen J., Xiao, Weidong, Zhang, Fengge, McLoone, Sean F.

Journal:

IEEE Transactions on Sustainable Energy

Year:

2014

Language:

english

File:

PDF, 2.32 MB

english, 2014

31

[IEEE 2008 5th Workshop on Positioning, Navigation and Communication (WPNC) - Hannover, Germany (2008.03.27-2008.03.27)] 2008 5th Workshop on Positioning, Navigation and Communication - Single access point location tracking for in-home health monitoring

Kelly, Damian, McLoone, Sean, Dishongh, Terry, McGrath, Mick, Behan, Julie

Year:

2008

Language:

english

File:

PDF, 992 KB

english, 2008

32

[IEEE 2013 4th IEEE/PES Innovative Smart Grid Technologies Europe (ISGT EUROPE) - Lyngby, Denmark (2013.10.6-2013.10.9)] IEEE PES ISGT Europe 2013 - Fair charging strategies for EVs connected to a low-voltage distribution network

Liu, Mingming, McNamara, Paul, McLoone, Sean

Year:

2013

Language:

english

File:

PDF, 733 KB

english, 2013

33

[IEEE 2013 4th IEEE/PES Innovative Smart Grid Technologies Europe (ISGT EUROPE) - Lyngby, Denmark (2013.10.6-2013.10.9)] IEEE PES ISGT Europe 2013 - Hierarchical Demand Response using Dantzig-Wolfe decomposition

Mc Namara, Paul, McLoone, Sean

Year:

2013

Language:

english

File:

PDF, 152 KB

english, 2013

34

[IEEE Melecon 2010 - 2010 15th IEEE Mediterranean Electrotechnical Conference - Valletta, Malta (2010.04.26-2010.04.28)] Melecon 2010 - 2010 15th IEEE Mediterranean Electrotechnical Conference - On generalisation of dual-thermocouple sensor characterisation to RTDs

Brown, Colin, Kee, Robert J., Irwin, George, McLoone, Sean F., Hung, Peter C.

Year:

2010

Language:

english

File:

PDF, 570 KB

english, 2010

35

[IEEE 2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) - Rio de Janeiro, Brazil (2006.12.13-2006.12.13)] 2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) - State Based Control of Wastewater Treatment Plants--Evaluation of the Algorithm in a Simulation Study

Ebel, Alexander, Bongards, Michael, McLoone, Sean

Year:

2006

Language:

english

File:

PDF, 234 KB

english, 2006

36

[IEEE 2013 XXIV International Conference on Information, Communication and Automation Technologies (ICAT) - Sarajevo, Bosnia and Herzegovina (2013.10.30-2013.11.1)] 2013 XXIV International Conference on Information, Communication and Automation Technologies (ICAT) - A dynamic sampling methodology for plasma etch processes using Gaussian process regression

Wan, Jian, Honari, Bahman, McLoone, Sean

Year:

2013

Language:

english

File:

PDF, 283 KB

english, 2013

37

[IEEE 2007 IEEE Workshop on Machine Learning for Signal Processing - Thessaloniki, Greece (2007.08.27-2007.08.29)] 2007 IEEE Workshop on Machine Learning for Signal Processing - Inferential estimation of high frequency LNA gain performance using machine learning techniques

Hung, Peter C., McLoone, Sean F., Sanchez, Magdalena, Farrell, Ronan

Year:

2007

Language:

english

File:

PDF, 837 KB

english, 2007

38

[IEEE 2014 European Control Conference (ECC) - Strasbourg, France (2014.6.24-2014.6.27)] 2014 European Control Conference (ECC) - Battery modelling methods for electric vehicles - A review

Zhang, Cheng, Li, Kang, Mcloone, Sean, Yang, Zhile

Year:

2014

Language:

english

File:

PDF, 206 KB

english, 2014

39

[IEEE 2008 11th International Conference on Computer and Information Technology (ICCIT) - Khulna, Bangladesh (2008.12.24-2008.12.27)] 2008 11th International Conference on Computer and Information Technology - Selecting signature optical emission spectroscopy variables using sparse principal component analysis

Ma, Beibei, McLoone, Sean, Ringwood, John, Macgearailt, Niall

Year:

2008

Language:

english

File:

PDF, 3.15 MB

english, 2008

40

[IEEE 2013 IEEE Power & Energy Society General Meeting - Vancouver, BC (2013.7.21-2013.7.25)] 2013 IEEE Power & Energy Society General Meeting - Efficient Predictive Demand Response using Laguerre functions

McNamara, Paul, McLoone, Sean

Year:

2013

Language:

english

File:

PDF, 119 KB

english, 2013

41

[IEEE 2009 IEEE/SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - Berlin, Germany (2009.05.10-2009.05.12)] 2009 IEEE/SEMI Advanced Semiconductor Manufacturing Conference - Virtual metrology for plasma etch using tool variables

Lynn, Shane, Ringwood, John, Ragnoli, Emanuele, McLoone, Sean, MacGearailty, Niall

Year:

2009

Language:

english

File:

PDF, 428 KB

english, 2009

42

[IEEE 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Vancouver, BC (2008.08.20-2008.08.25)] 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - The deployment of a non-intrusive alternative to sleep/wake wrist actigraphy in a home-based study of the elderly

Walsh, Lorcan, McLoone, Sean, Behan, Julie, Dishongh, Terry

Year:

2008

Language:

english

File:

PDF, 1012 KB

english, 2008

43

[IEEE 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Vancouver, BC (2008.08.20-2008.08.25)] 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Single access point localisation for wearable wireless sensors

Kelly, Damian, McLoone, Sean, Logan, Beth, Dishongh, Terry

Year:

2008

Language:

english

File:

PDF, 156 KB

english, 2008

44

[IEEE 2011 International Conference of Soft Computing and Pattern Recognition (SoCPaR) - Dalian, China (2011.10.14-2011.10.16)] 2011 International Conference of Soft Computing and Pattern Recognition (SoCPaR) - Self-Organizing Map based operating regime estimation for state based control of wastewater treatment plants

Kern, Peter, Wolf, Christian, Bongards, Michael, Oyetoyan, Tosin Daniel, McLoone, Sean

Year:

2011

Language:

english

File:

PDF, 718 KB

english, 2011

45

[IEEE 2013 IEEE International Conference on Automation Science and Engineering (CASE 2013) - Madison, WI, USA (2013.08.17-2013.08.20)] 2013 IEEE International Conference on Automation Science and Engineering (CASE) - Virtual metrology enabled early stage prediction for enhanced control of multi-stage fabrication processes

Susto, Gian Antonio, Johnston, Adrian B., O'Hara, Paul G., McLoone, Sean

Year:

2013

Language:

english

File:

PDF, 468 KB

english, 2013

46

[IEEE 2014 IEEE International Conference on Automation Science and Engineering (CASE) - Taipei (2014.8.18-2014.8.22)] 2014 IEEE International Conference on Automation Science and Engineering (CASE) - An adaptive machine learning decision system for flexible predictive maintenance

Susto, Gian Antonio, Wan, Jian, Pampuri, Simone, Zanon, Mattia, Johnston, Adrian B., O'Hara, Paul G., McLoone, Sean

Year:

2014

Language:

english

File:

PDF, 562 KB

english, 2014

47

Classifying pedestrian movement behaviour from GPS trajectories using visualization and clustering

McArdle, Gavin, Demšar, Urška, van der Spek, Stefan, McLoone, Seán

Journal:

Year:

2014

Language:

english

File:

PDF, 834 KB

english, 2014

48

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

Liu, Mingming, McNamara, Paul, Shorten, Robert, McLoone, Seán

Journal:

Journal of Modern Power Systems and Clean Energy

Year:

2015

Language:

english

File:

PDF, 1.59 MB

english, 2015

49

[IEEE 2013 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC) - Kowloon, Hong Kong (2013.12.8-2013.12.11)] 2013 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC) - On-off based charging strategies for EVs connected to a Low Voltage distributon network

Liu, Mingming, McLoone, Sean, Studli, Sonja, Middleton, Richard, Shorten, Robert, Braslavs, Julio

Year:

2013

Language:

english

File:

PDF, 290 KB

english, 2013

50

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

Ringwood, John V., Devitt, Frank, Doherty, Seán, Farrell, Ronan, Lawlor, Bob, McLoone, Seán C., McLoone, Seamus F., Rogers, Alan, Villing, Rudi, Ward, Tomás

Journal:

Journal of Higher Education Policy and Management

Year:

2005

Language:

english

File:

PDF, 144 KB

english, 2005

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