Seán F. McLoone

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 45

Top Topics

Semiconductor Manufacturing

Wastewater Treatment

Variable Selection

Top Venues

Eng. Appl. Artif. Intell.

IEEE Trans. Smart Grid

Publications

Samuel Adebayo, Joost C. Dessing, Seán F. McLoone
SLYKLatent, a Learning Framework for Facial Features Estimation. CoRR (2024)
Kabirat Bolanle Olayemi, Mien Van, Seán F. McLoone, Stephen McIlvanna, Yuzhu Sun, Jack Close, Minh-Nhat Nguyen
The Impact of LiDAR Configuration on Goal-Based Navigation within a Deep Reinforcement Learning Framework. Sensors 23 (24) (2023)
Seán F. McLoone, Kevin Guelton, Thierry-Marie Guerra, Gian Antonio Susto, Jus Kocijan, Diego Romeres
Introduction to the special issue on Intelligent Control and Optimisation. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Dianhao Zhang, Mien Van, Stephen McIlvanna, Yuzhu Sun, Seán F. McLoone
Adaptive Safety-critical Control with Uncertainty Estimation for Human-robot Collaboration. CoRR (2023)
Dafeng Wang, Hongbo Liu, Naiyao Wang, Yiyang Wang, Hua Wang, Seán F. McLoone
SEEM: A Sequence Entropy Energy-Based Model for Pedestrian Trajectory All-Then-One Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Yuzhu Sun, Mien Van, Stephen McIlvanna, Minh-Nhat Nguyen, Seán F. McLoone, Dariusz Ceglarek, Shuzhi Sam Ge
Fixed-time Adaptive Neural Control for Physical Human-Robot Collaboration with Time-Varying Workspace Constraints. CoRR (2023)
Federico Zocco, Marco Maggipinto, Gian Antonio Susto, Seán F. McLoone
Lazy FSCA for unsupervised variable selection. Eng. Appl. Artif. Intell. 124 (2023)
Jian Wan, Seán F. McLoone
Remaining Useful Life Estimation of Lenses for an Ion Beam Etching Tool in Semiconductor Manufacturing Using Deep Convolutional Neural Networks. CECNet (2023)
Lidong Zhang, Tianyu Hu, Linxin Zhang, Zhile Yang, Seán F. McLoone, Muhammad Ilyas Menhas, Yuanjun Guo
A novel dynamic opposite learning enhanced Jaya optimization method for high efficiency plate-fin heat exchanger design optimization. Eng. Appl. Artif. Intell. 119 (2023)
Lan Cheng, Zhao An, Yuanjun Guo, Mifeng Ren, Zhile Yang, Seán F. McLoone
MMFSL: A Novel Multimodal Few-Shot Learning Framework for Fault Diagnosis of Industrial Bearings. IEEE Trans. Instrum. Meas. 72 (2023)
Dianhao Zhang, Mien Van, Pantelis Sopasakis, Seán F. McLoone
An NMPC-ECBF Framework for Dynamic Motion Planning and Execution in vision-based Human-Robot Collaboration. CoRR (2023)
Ryan McGovern, Nikolaos Athanasopoulos, Seán F. McLoone
Set based velocity shaping for robotic manipulators. CoRR (2022)
Federico Zocco, Seán F. McLoone
Recovery of linear components: Reduced complexity autoencoder designs. Eng. Appl. Artif. Intell. 109 (2022)
Yuzhu Sun, Mien Van, Stephen McIlvanna, Seán F. McLoone, Dariusz Ceglarek
Fixed-time Integral Sliding Mode Control for Admittance Control of a Robot Manipulator. CoRR (2022)
Yuzhu Sun, Mien Van, Stephen McIlvanna, Seán F. McLoone, Dariusz Ceglarek
Adaptive Admittance Control for Safety-Critical Physical Human Robot Collaboration. CoRR (2022)
Dianhao Zhang, Ngo Anh Vien, Mien Van, Seán F. McLoone
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction. CoRR (2021)
Federico Zocco, Marco Maggipinto, Gian Antonio Susto, Seán F. McLoone
Greedy Search Algorithms for Unsupervised Variable Selection: A Comparative Study. CoRR (2021)
Dianhao Zhang, Ngo Anh Vien, Mien Van, Seán F. McLoone
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction. IROS (2021)
Federico Zocco, Seán F. McLoone
Material Measurement Units: Foundations Through a Survey. CoRR (2021)
Gian Antonio Susto, Marco Maggipinto, Federico Zocco, Seán F. McLoone
Induced Start Dynamic Sampling for Wafer Metrology Optimization. IEEE Trans Autom. Sci. Eng. 17 (1) (2020)
Sheng Jin, Liang Chen, Rongchuan Sun, Seán F. McLoone
A novel vSLAM framework with unsupervised semantic segmentation based on adversarial transfer learning. Appl. Soft Comput. 90 (2020)
Federico Zocco, Seán F. McLoone
An Adaptive Memory Multi-Batch L-BFGS Algorithm for Neural Network Training. CoRR (2020)
Tao Sun, Hongbo Liu, Seán F. McLoone, Shaoxiong Ji, Xindong Wu
Time series indexing by dynamic covering with cross-range constraints. VLDB J. 29 (6) (2020)
Federico Zocco, Seán F. McLoone
Recovery of Linear Components: Reduced Complexity Autoencoder Designs. CoRR (2020)
Daniel Brice, Karen Rafferty, Seán F. McLoone
AugmenTech: The Usability Evaluation of an AR System for Maintenance in Industry. AVR (2) (2020)
Daniel Brice, Karen Rafferty, Seán F. McLoone
Usability of an Input Modality for AR. AVR (1) (2020)
Mattia Zanon, Giuliano Zambonin, Gian Antonio Susto, Seán F. McLoone
Sparse Logistic Regression: Comparison of Regularization and Bayesian Implementations. Algorithms 13 (6) (2020)
James Rainey, John Bustard, Seán F. McLoone
Gait Recognition from Markerless 3D Motion Capture. ICB (2019)
Marco Maggipinto, Gian Antonio Susto, Federico Zocco, Seán F. McLoone
What are the Most Informative Data for Virtual Metrology? A use case on Multi-Stage Processes Fault Prediction. CASE (2019)
Chao Yang, Hongbo Liu, Seán F. McLoone, C. L. Philip Chen, Xindong Wu
A Novel Variable Precision Reduction Approach to Comprehensive Knowledge Systems. IEEE Trans. Cybern. 48 (2) (2018)
Seán F. McLoone, Adrian B. Johnston, Gian Antonio Susto
A Methodology for Efficient Dynamic Spatial Sampling and Reconstruction of Wafer Profiles. IEEE Trans Autom. Sci. Eng. 15 (4) (2018)
Luca Puggini, Seán F. McLoone
An enhanced variable selection and Isolation Forest based methodology for anomaly detection with OES data. Eng. Appl. Artif. Intell. 67 (2018)
Gareth McLorn, Seán F. McLoone
Small-Signal Refinement of Power System Static Load Modelling Techniques. LSMS/ICSEE (3) (2017)
Mark Rafferty, Xueqin Liu, David M. Laverty, Lei Xie, Seán F. McLoone
Adaptive islanding detection and diagnosis using wide area monitoring. ISGT Europe (2017)
Hongbo Liu, Chao Yang, Meng Zhang, Seán F. McLoone, Yeqing Sun
A computational intelligent approach to multi-factor analysis of violent crime information system. Enterp. Inf. Syst. 11 (2) (2017)
Sung-Soo Kim, Seán F. McLoone, Ji-Hwan Byeon, Seokcheon Lee, Hongbo Liu
Cognitively Inspired Artificial Bee Colony Clustering for Cognitive Wireless Sensor Networks. Cogn. Comput. 9 (2) (2017)
Lorcan Walsh, Seán F. McLoone, Joseph M. Ronda, Jeanne F. Duffy, Charles A. Czeisler
Noncontact Pressure-Based Sleep/Wake Discrimination. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Luca Puggini, Seán F. McLoone
Forward Selection Component Analysis: Algorithms and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 39 (12) (2017)
Federico Zocco, Seán F. McLoone
Mean Squared Error vs. Frame Potential for Unsupervised Variable Selection. LSMS/ICSEE (2) (2017)
Mark Rafferty, Xueqin Liu, David M. Laverty, Seán F. McLoone
Real-Time Multiple Event Detection and Classification Using Moving Window PCA. IEEE Trans. Smart Grid 7 (5) (2016)
Gian Antonio Susto, Andrea Schirru, Simone Pampuri, Seán F. McLoone
Supervised Aggregative Feature Extraction for Big Data Time Series Regression. IEEE Trans. Ind. Informatics 12 (3) (2016)
Gian Antonio Susto, Andrea Schirru, Simone Pampuri, Seán F. McLoone, Alessandro Beghi
Machine Learning for Predictive Maintenance: A Multiple Classifier Approach. IEEE Trans. Ind. Informatics 11 (3) (2015)
Kang Li, Seán F. McLoone, Ling Wang
Intelligent Computing for Sustainable Energy and Environment (ICSEE 2012). Neurocomputing 148 (2015)
Paul McNamara, Seán F. McLoone
Hierarchical Demand Response for Peak Minimization Using Dantzig-Wolfe Decomposition. IEEE Trans. Smart Grid 6 (6) (2015)
Gian Antonio Susto, Seán F. McLoone
Slow release drug dissolution profile prediction in pharmaceutical manufacturing: A multivariate and machine learning approach. CASE (2015)
Lorcan Walsh, Seán F. McLoone
Non-contact under-mattress sleep monitoring. J. Ambient Intell. Smart Environ. 6 (4) (2014)
Gian Antonio Susto, Jian Wan, Simone Pampuri, Mattia Zanon, Adrian B. Johnston, Paul G. O'Hara, Seán F. McLoone
An adaptive machine learning decision system for flexible predictive maintenance. CASE (2014)
Cheng Zhang, Kang Li, Seán F. McLoone, Zhile Yang
Battery modelling methods for electric vehicles - A review. ECC (2014)
Simone Pampuri, Gian Antonio Susto, Jian Wan, Adrian B. Johnston, Paul G. O'Hara, Seán F. McLoone
Insight extraction for semiconductor manufacturing processes. CASE (2014)
Gavin McArdle, Urska Demsar, Stefan van der Spek, Seán F. McLoone
Classifying pedestrian movement behaviour from GPS trajectories using visualization and clustering. Ann. GIS 20 (2) (2014)
Peter Kern, Christian Wolf, Daniel Gaida, Michael Bongards, Seán F. McLoone
COD and NH4-N estimation in the inflow of Wastewater Treatment Plants using Machine Learning Techniques. CASE (2014)
Paul McNamara, Seán F. McLoone
Hierarchical Demand Response using Dantzig-Wolfe decomposition. ISGT Europe (2013)
Kevin T. Sweeney, Seán F. McLoone, Tomás E. Ward
The Use of Ensemble Empirical Mode Decomposition With Canonical Correlation Analysis as a Novel Artifact Removal Technique. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Gian Antonio Susto, Adrian B. Johnston, Paul G. O'Hara, Seán F. McLoone
Virtual metrology enabled early stage prediction for enhanced control of multi-stage fabrication processes. CASE (2013)
Gian Antonio Susto, Andrea Schirru, Simone Pampuri, Daniele Pagano, Seán F. McLoone, Alessandro Beghi
A predictive maintenance system for integral type faults based on support vector machines: An application to ion implantation. CASE (2013)
Sung-Soo Kim, Ji-Hwan Byeon, Hongbo Liu, Ajith Abraham, Seán F. McLoone
Optimal job scheduling in grid computing using efficient binary artificial bee colony optimization. Soft Comput. 17 (5) (2013)
Jian Wan, Bahman Honari, Seán F. McLoone
A dynamic sampling methodology for plasma etch processes using Gaussian process regression. ICAT (2013)
Gian Antonio Susto, Seán F. McLoone, Daniele Pagano, Andrea Schirru, Simone Pampuri, Alessandro Beghi
Prediction of integral type failures in semiconductor manufacturing through classification methods. ETFA (2013)
Mingming Liu, Paul McNamara, Seán F. McLoone
Fair charging strategies for EVs connected to a low-voltage distribution network. ISGT Europe (2013)
Gavin McArdle, Urska Demsar, Stefan van der Spek, Seán F. McLoone
Interpreting Pedestrian Behaviour by Visualising and Clustering Movement Data. W2GIS (2013)
Garima Goel, Liam P. Maguire, Yuhua Li, Seán F. McLoone
Evaluation of Sampling Methods for Learning from Imbalanced Data. ICIC (1) (2013)
Kevin T. Sweeney, Tomás E. Ward, Seán F. McLoone
Artifact Removal in Physiological Signals - Practices and Possibilities. IEEE Trans. Inf. Technol. Biomed. 16 (3) (2012)
Kevin T. Sweeney, Hasan Ayaz, Tomás E. Ward, Meltem Izzetoglu, Seán F. McLoone, Banu Onaral
A Methodology for Validating Artifact Removal Techniques for Physiological Signals. IEEE Trans. Inf. Technol. Biomed. 16 (5) (2012)
Hongbo Liu, Ajith Abraham, Václav Snásel, Seán F. McLoone
Swarm scheduling approaches for work-flow applications with security constraints in distributed data-intensive computing environments. Inf. Sci. 192 (2012)
Andrea Schirru, Gian Antonio Susto, Simone Pampuri, Seán F. McLoone
Learning from time series: Supervised Aggregative Feature Extraction. CDC (2012)
Kevin T. Sweeney, Hasan Ayaz, Tomás E. Ward, Meltem Izzetoglu, Seán F. McLoone, Banu Onaral
A methodology for validating artifact removal techniques for fNIRS. EMBC (2011)
Lorcan Walsh, Eddie Moloney, Seán F. McLoone
Identification of nocturnal movements during sleep using the non-contact under mattress bed sensor. EMBC (2011)
PKS Prakash, Seán F. McLoone
Plasma etch process virtual metrology using aggregative linear regression. SoCPaR (2011)
Peter Kern, Christian Wolf, Michael Bongards, Tosin Daniel Oyetoyan, Seán F. McLoone
Self-Organizing Map based operating regime estimation for state based control of wastewater treatment plants. SoCPaR (2011)
Vijanth S. Asirvadam, Musab J. O. Elamin, Nordin Bin Saad, Seán F. McLoone
Sliding-Window Moving Average Learning for System with Lossy Packets. Aust. J. Intell. Inf. Process. Syst. 11 (4) (2010)
Vijanth S. Asirvadam, Seán F. McLoone
Ensemble Separable Recursive Techniques for MLP Networks. Aust. J. Intell. Inf. Process. Syst. 12 (4) (2010)
Christian Wolf, Seán F. McLoone, Michael Bongards
Biogas Plant Control and Optimization Using Computational Intelligence Methods (Biogasanlagenregelung und -optimierung mit Computational Intelligence Methoden). Autom. 57 (12) (2009)
Damian Kelly, Seán F. McLoone, Terry Dishongh, Mick McGrath, Julie Behan
Single access point location tracking for in-home health monitoring. WPNC (2008)
Damian Kelly, Seán F. McLoone, Terry Dishongh
A Bluetooth-based minimum infrastructure home localisation system. ISWCS (2008)
Emilio Ribes-Gómez, Seán F. McLoone, George W. Irwin
A taxonomy for wavelet neural networks applied to nonlinear modelling. Int. J. Syst. Sci. 39 (6) (2008)
Peter C. Hung, Seán F. McLoone, Magdalena Sánchez, Ronan Farrell, Guoyan Zhang
Direct and indirect classification of high-frequency LNA performance using machine learning techniques. ANNIIP (2007)
Peter C. Hung, Seán F. McLoone, George W. Irwin, Robert J. Kee
Blind two-thermocouple sensor characterisation. ICINCO-SPSMC (2007)
Beibei Ma, Seán F. McLoone, John V. Ringwood
Tracking plasma etch process variations using principal component analysis of oes data. ICINCO-SPSMC (2007)
Alexander Ebel, Michael Bongards, Seán F. McLoone
State Based Control of Wastewater Treatment Plants--Evaluation of the Algorithm in a Simulation Study. HIS (2006)
James J. Govindhasamy, Seán F. McLoone, George W. Irwin, John J. French, Richard P. Doyle
Reinforcement Learning for Online Industrial Process Control. J. Adv. Comput. Intell. Intell. Informatics 9 (1) (2005)
James J. Govindhasamy, Seán F. McLoone, George W. Irwin
Second-order training of adaptive critics for online process control. IEEE Trans. Syst. Man Cybern. Part B 35 (2) (2005)
Vijanth S. Asirvadam, Seán F. McLoone, George W. Irwin
Computationally efficient sequential learning algorithms for direct link resource-allocating networks. Neurocomputing 69 (1-3) (2005)
Vijanth S. Asirvadam, Seán F. McLoone, George W. Irwin
Fast sequential learning methods on RBF-network using decomposed training algorithms. ISIC (2004)
Vijanth S. Asirvadam, Seán F. McLoone, George W. Irwin
Fast and efficient sequential learning algorithms using direct-link RBF networks. NNSP (2003)
James J. Govindhasamy, Seán F. McLoone, George W. Irwin
An adaptive critic based neurocontroller for process control. NNSP (2003)
Seán F. McLoone, Shaun McGinnity, George W. Irwin
Comparison of two construction algorithms for local model networks. Int. J. Syst. Sci. 33 (13) (2002)
Vijanth S. Asirvadam, Seán F. McLoone, George W. Irwin
Parallel and separable recursive Levenberg-Marquardt training algorithm. NNSP (2002)
Sanjeev Kumar Sharma, Seán F. McLoone, George W. Irwin
Genetic algorithms for local model and local controller network design. ACC (2002)
S. K. Sharma, George W. Irwin, Seán F. McLoone
Genetic learning for construction and parameter identification of local model networks. ECC (2001)
Seán F. McLoone, George W. Irwin
Improving neural network training solutions using regularisation. Neurocomputing 37 (1-4) (2001)
Seán F. McLoone, George W. Irwin
A Variable Memory Quasi-Newton Training Algorithm. Neural Process. Lett. 9 (1) (1999)
Seán F. McLoone, M. D. Brown, George W. Irwin, Gordon Lightbody
A hybrid linear/nonlinear training algorithm for feedforward neural networks. IEEE Trans. Neural Networks 9 (4) (1998)
Seán F. McLoone, George W. Irwin
Nonlinear Optimization of Rbf Networks. Int. J. Syst. Sci. 29 (2) (1998)
Seán F. McLoone, George W. Irwin
Fast parallel off-line training of multilayer perceptrons. IEEE Trans. Neural Networks 8 (3) (1997)
Damian Flynn, Seán F. McLoone, George W. Irwin, M. D. Brown, E. Swidenbank, B. W. Hogg
Neural control of turbogenerator systems. Autom. 33 (11) (1997)