Daniel Riordan

Munster Technological University — Ireland

Engineering · Physical Sciences

15h-index2.1kcitations120works0.62yr avg
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Research Topics

Fault Detection and Control Systems(10), Robotics and Sensor-Based Localization(8), Astrophysics and Cosmic Phenomena(8), Radio Astronomy Observations and Technology(8), Advanced Control Systems Optimization(7)

Publications120 total

A Moving Window-Based Feature Extraction Method for Gearbox Fault Detection Using Vibration Signals
Machines·2026Open Access
Efficient Failure Prediction: A Transfer Learning-Based Solution for Imbalanced Data Classification
Electronics·2025Open Access
An Overview of Deep Generative Models-Introduction, Applications and Recent Advances
2025
Monitoring and Evaluation of Energy Efficiency Measures on an Industrial AHU Using Portable Data Logging
2025
River Network Biological Monitoring With AI
IEEE Technology and Society Magazine·2024· 1 cited
A RESEARCH STRUCTURE FOR POSTGRADUATE PROGRAMME INDUSTRIAL COLLABORATIONS IN ENGINEERING
EDULEARN proceedings·2024
3D LiDAR Data Augmentation for Off-Highway Vehicle Applications
2024
A Novel Edge Platform Streamlining Connectivity between Modern Edge Devices and the Cloud
Future Internet·2024· 4 citedOpen Access
The Biomonitoring of Ireland's River Network Using a 1D Convolution Neural Network
2023· 2 cited
An Efficient Siamese Network and Transfer Learning-Based Predictive Maintenance System for More Sustainable Manufacturing
Sustainability·2023· 7 citedOpen Access
Condition Monitoring of an Autonomous Electric Drive Train by Using Machine Learning Methods
2023
Latent Space Cartography for Geometrically Enriched Latent Spaces
Communications in computer and information science·2023· 2 citedOpen Access
Nonreactivity and Intentionally Being Well: Preservice Teacher Wisdom from the Field
The International Journal of Learning in Higher Education·2023
Two- and Three-Dimensional Computer Vision Techniques for More Reliable Body Condition Scoring
Dairy·2022· 4 citedOpen Access
Regressing Relative Fine-Grained Change for Sub-Groups in Unreliable Heterogeneous Data Through Deep Multi-Task Metric Learning
arXiv (Cornell University)·2022· 2 citedOpen Access
Dynamic Reduction-Based Virtual Models for Digital Twins—A Comparative Study
Applied Sciences·2022· 3 citedOpen Access
Dynamic Reduction-based Virtual Models for Digital Twins-A Comparative Study
Preprints.org·2022· 2 citedOpen Access
Analysis of Geometric Deformations in Off-Road Vehicles Using Dynamic Reduction-Based Virtual Models
2022
List of Reviewers
2022Open Access
REEdI Design Thinking for Developing Engineering Curricula
Education Sciences·2022· 11 citedOpen Access
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Frequent Co-authors

J. L. Walsh(35), Niall O’Mahony(22), Sean Campbell(15), Lenka Krpálková(13), Anderson Carvalho(12), Krishna Panduru(10), Trevor Murphy(7), Gustavo Velasco-Hernandez(6), Suman Harapanahalli(5), Pat Doody(4), Aidan Murphy(3), Conor Ryan(3), B. R. Dawson(3), R. Pace(3), N. Wild(3), Sukumar Katamreddy(3), Andrew Shields(2), R. W. Clay(2), Eilish Broderick(2), H.D. Cheng(2)