World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
34
Citations
5909
World Ranking
12064
National Ranking
761

Overview

Seán McLoone is affiliated with Queen's University Belfast in the United Kingdom. Their research spans the fields of Engineering and Computer Science, with a particular focus on subfields such as Control and Systems Engineering, Artificial Intelligence, Computer Vision and Pattern Recognition, Electrical and Electronic Engineering, and Biomedical Engineering.

The scientist's work covers several main topics including:

  • Prosthetics and Rehabilitation Robotics
  • Robot Manipulation and Learning
  • Fault Detection and Control Systems
  • Integrated Energy Systems Optimization
  • Industrial Vision Systems and Defect Detection
  • Robotic Path Planning Algorithms
  • Teleoperation and Haptic Systems

Seán McLoone has contributed to a number of recent publications. Some notable papers include:

  • "Dynamic grid stability in low carbon power systems with minimum inertia," 2023, Renewable Energy
  • "Heating and cooling networks: A comprehensive review of modelling approaches to map future directions," 2022, Energy
  • "A novel dynamic opposite learning enhanced Jaya optimization method for high efficiency plate-fin heat exchanger design optimization," 2023, Engineering Applications of Artificial Intelligence
  • "SEEM: A Sequence Entropy Energy-Based Model for Pedestrian Trajectory All-Then-One Prediction," 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "CVR and Loss Optimization Through Active Voltage Management: A Trade-off Analysis," 2020, IEEE Transactions on Power Delivery

Frequent collaborators in McLoone's research include:

  • Mien Van
  • Yuzhu Sun
  • Stephen McIlvanna
  • Federico Zocco
  • Aoife Foley

The scientist's work has been published extensively in venues such as:

  • arXiv (Cornell University)
  • IFAC-PapersOnLine
  • Engineering Applications of Artificial Intelligence
  • IEEE Transactions on Instrumentation and Measurement
  • SSRN Electronic Journal

Seán McLoone has also contributed to several books published by Springer's publishing groups. These include:

  • "Intelligent Equipment, Robots, and Vehicles," 2021, Springer Science+Business Media
  • "Decision Intelligence Solutions," 2023, Springer Science+Business Media
  • "Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020)," 2021, Springer Nature

Best Publications

  • Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

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

  • Principal Component Analysis on Spatial Data: An Overview

    Urška Demšar;Paul Harris;Chris Brunsdon;A. Stewart Fotheringham

  • Artifact Removal in Physiological Signals—Practices and Possibilities

    K. T. Sweeney;T. E. Ward;S. F. McLoone

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

    K. T. Sweeney;S. F. McLoone;T. E. Ward

  • A hybrid linear/nonlinear training algorithm for feedforward neural networks

    S. McLoone;M.D. Brown;G. Irwin;A. Lightbody

  • Real-time multiple event detection and classification using moving window PCA

    Mark Rafferty;Xueqin Amy Liu;David Laverty;Sean McLoone

  • A Methodology for Validating Artifact Removal Techniques for Physiological Signals

    K. T. Sweeney;H. Ayaz;T. E. Ward;M. Izzetoglu

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

    Mark Rafferty;Xueqin Liu;David M. Laverty;Sean McLoone

  • Principal Component Analysis of Wide-Area Phasor Measurements for Islanding Detection—A Geometric View

    X. Liu;D. M. Laverty;R. J. Best;K. Li

  • Improving neural network training solutions using regularisation

    Seán Mc Loone;George Irwin

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

    Hongbo Liu;Ajith Abraham;Václav Snášel;Seán McLoone

  • Supervised Aggregative Feature Extraction for Big Data Time Series Regression

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

  • Fast parallel off-line training of multilayer perceptrons

    S. McLoone;G.W. Irwin

  • Neural modelling, control and optimisation of an industrial grinding process

    James J. Govindhasamy;Seán F. McLoone;George W. Irwin;John J. French

  • Neural network based control for synchronous generators

    E. Swidenbank;S. McLoone;D. Flynn;G.W. Irwin

  • Anomaly detection through on-line isolation Forest: An application to plasma etching

    Gian Antonio Susto;Alessandro Beghi;Sean McLoone

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

    Marco Maggipinto;Alessandro Beghi;Seán McLoone;Gian Antonio Susto

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

    Mingming Liu;Paul McNamara;Robert Shorten;Seán McLoone

  • A novel dynamic opposite learning enhanced Jaya optimization method for high efficiency plate-fin heat exchanger design optimization

    Unknown

  • Neural control of turbogenerator systems

    D. Flynn;S. McLoone;G. W. Irwin;M. D. Brown

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

    Sung-Soo Kim;Seán F. McLoone;Ji-Hwan Byeon;Seokcheon Lee

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

    Sung-Soo Kim;Ji-Hwan Byeon;Hongbo Liu;Ajith Abraham

  • Distributed MPC for frequency regulation in multi-terminal HVDC grids

    Paul Mc Namara;Ronan Meere;Terence O'Donnell;Seán McLoone

Frequent Co-Authors

George W. Irwin
George W. Irwin Queen's University Belfast
Tomas E. Ward
Tomas E. Ward Dublin City University
John V. Ringwood
John V. Ringwood National University of Ireland, Maynooth
Wenping Cao
Wenping Cao Anhui University
Kang Li
Kang Li University of Leeds
Damian Flynn
Damian Flynn University College Dublin
Thomas Bäck
Thomas Bäck Leiden University
Ajith Abraham
Ajith Abraham Sai University
Robert Shorten
Robert Shorten Imperial College London
Gordon Lightbody
Gordon Lightbody University College Cork

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