Seán F. McLoone

According to our database1, Seán F. McLoone authored at least 69 papers between 1997 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Induced Start Dynamic Sampling for Wafer Metrology Optimization.
IEEE Trans Autom. Sci. Eng., 2020

A novel vSLAM framework with unsupervised semantic segmentation based on adversarial transfer learning.
Appl. Soft Comput., 2020

Sparse Logistic Regression: Comparison of Regularization and Bayesian Implementations.
Algorithms, 2020

AugmenTech: The Usability Evaluation of an AR System for Maintenance in Industry.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2020

Usability of an Input Modality for AR.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2020

2019
Gait Recognition from Markerless 3D Motion Capture.
Proceedings of the 2019 International Conference on Biometrics, 2019

What are the Most Informative Data for Virtual Metrology? A use case on Multi-Stage Processes Fault Prediction.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018
A Novel Variable Precision Reduction Approach to Comprehensive Knowledge Systems.
IEEE Trans. Cybern., 2018

A Methodology for Efficient Dynamic Spatial Sampling and Reconstruction of Wafer Profiles.
IEEE Trans Autom. Sci. Eng., 2018

An enhanced variable selection and Isolation Forest based methodology for anomaly detection with OES data.
Eng. Appl. Artif. Intell., 2018

2017
Noncontact Pressure-Based Sleep/Wake Discrimination.
IEEE Trans. Biomed. Eng., 2017

Forward Selection Component Analysis: Algorithms and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

A computational intelligent approach to multi-factor analysis of violent crime information system.
Enterp. Inf. Syst., 2017

Cognitively Inspired Artificial Bee Colony Clustering for Cognitive Wireless Sensor Networks.
Cogn. Comput., 2017

Mean Squared Error vs. Frame Potential for Unsupervised Variable Selection.
Proceedings of the Intelligent Computing, Networked Control, and Their Engineering Applications, 2017

Small-Signal Refinement of Power System Static Load Modelling Techniques.
Proceedings of the Advanced Computational Methods in Energy, Power, Electric Vehicles, and Their Integration, 2017

Adaptive islanding detection and diagnosis using wide area monitoring.
Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

2016
Real-Time Multiple Event Detection and Classification Using Moving Window PCA.
IEEE Trans. Smart Grid, 2016

Supervised Aggregative Feature Extraction for Big Data Time Series Regression.
IEEE Trans. Ind. Informatics, 2016

2015
Hierarchical Demand Response for Peak Minimization Using Dantzig-Wolfe Decomposition.
IEEE Trans. Smart Grid, 2015

Machine Learning for Predictive Maintenance: A Multiple Classifier Approach.
IEEE Trans. Ind. Informatics, 2015

Intelligent Computing for Sustainable Energy and Environment (ICSEE 2012).
Neurocomputing, 2015

Slow release drug dissolution profile prediction in pharmaceutical manufacturing: A multivariate and machine learning approach.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
Non-contact under-mattress sleep monitoring.
J. Ambient Intell. Smart Environ., 2014

Classifying pedestrian movement behaviour from GPS trajectories using visualization and clustering.
Ann. GIS, 2014

Battery modelling methods for electric vehicles - A review.
Proceedings of the European Control Conference, 2014

An adaptive machine learning decision system for flexible predictive maintenance.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

Insight extraction for semiconductor manufacturing processes.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

COD and NH4-N estimation in the inflow of Wastewater Treatment Plants using Machine Learning Techniques.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013
The Use of Ensemble Empirical Mode Decomposition With Canonical Correlation Analysis as a Novel Artifact Removal Technique.
IEEE Trans. Biomed. Eng., 2013

Optimal job scheduling in grid computing using efficient binary artificial bee colony optimization.
Soft Comput., 2013

Interpreting Pedestrian Behaviour by Visualising and Clustering Movement Data.
Proceedings of the Web and Wireless Geographical Information Systems, 2013

Hierarchical Demand Response using Dantzig-Wolfe decomposition.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Fair charging strategies for EVs connected to a low-voltage distribution network.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Evaluation of Sampling Methods for Learning from Imbalanced Data.
Proceedings of the Intelligent Computing Theories - 9th International Conference, 2013

A dynamic sampling methodology for plasma etch processes using Gaussian process regression.
Proceedings of the XXIV International Symposium on Information, 2013

Prediction of integral type failures in semiconductor manufacturing through classification methods.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

A predictive maintenance system for integral type faults based on support vector machines: An application to ion implantation.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

Virtual metrology enabled early stage prediction for enhanced control of multi-stage fabrication processes.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2012
Artifact Removal in Physiological Signals - Practices and Possibilities.
IEEE Trans. Inf. Technol. Biomed., 2012

A Methodology for Validating Artifact Removal Techniques for Physiological Signals.
IEEE Trans. Inf. Technol. Biomed., 2012

Swarm scheduling approaches for work-flow applications with security constraints in distributed data-intensive computing environments.
Inf. Sci., 2012

Learning from time series: Supervised Aggregative Feature Extraction.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
Plasma etch process virtual metrology using aggregative linear regression.
Proceedings of the Third International Conference of Soft Computing and Pattern Recognition, 2011

Self-Organizing Map based operating regime estimation for state based control of wastewater treatment plants.
Proceedings of the Third International Conference of Soft Computing and Pattern Recognition, 2011

Identification of nocturnal movements during sleep using the non-contact under mattress bed sensor.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A methodology for validating artifact removal techniques for fNIRS.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Ensemble Separable Recursive Techniques for MLP Networks.
Aust. J. Intell. Inf. Process. Syst., 2010

Sliding-Window Moving Average Learning for System with Lossy Packets.
Aust. J. Intell. Inf. Process. Syst., 2010

2009
Biogas Plant Control and Optimization Using Computational Intelligence Methods (Biogasanlagenregelung und -optimierung mit Computational Intelligence Methoden).
Autom., 2009

2008
A taxonomy for wavelet neural networks applied to nonlinear modelling.
Int. J. Syst. Sci., 2008

Single access point location tracking for in-home health monitoring.
Proceedings of the 5th Workshop on Positioning, Navigation and Communication, 2008

2007
Tracking plasma etch process variations using principal component analysis of oes data.
Proceedings of the ICINCO 2007, 2007

Blind two-thermocouple sensor characterisation.
Proceedings of the ICINCO 2007, 2007

Direct and indirect classification of high-frequency LNA performance using machine learning techniques.
Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2007

2006
State Based Control of Wastewater Treatment Plants--Evaluation of the Algorithm in a Simulation Study.
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

2005
Second-order training of adaptive critics for online process control.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Reinforcement Learning for Online Industrial Process Control.
J. Adv. Comput. Intell. Intell. Informatics, 2005

Computationally efficient sequential learning algorithms for direct link resource-allocating networks.
Neurocomputing, 2005

2003
An adaptive critic based neurocontroller for process control.
Proceedings of the NNSP 2003, 2003

Fast and efficient sequential learning algorithms using direct-link RBF networks.
Proceedings of the NNSP 2003, 2003

2002
Comparison of two construction algorithms for local model networks.
Int. J. Syst. Sci., 2002

Parallel and separable recursive Levenberg-Marquardt training algorithm.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

2001
Improving neural network training solutions using regularisation.
Neurocomputing, 2001

1999
A Variable Memory Quasi-Newton Training Algorithm.
Neural Process. Lett., 1999

1998
A hybrid linear/nonlinear training algorithm for feedforward neural networks.
IEEE Trans. Neural Networks, 1998

Nonlinear Optimization of Rbf Networks.
Int. J. Syst. Sci., 1998

1997
Fast parallel off-line training of multilayer perceptrons.
IEEE Trans. Neural Networks, 1997

Neural control of turbogenerator systems.
Autom., 1997


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