Michael Schukat

54 papers B 4C 2Journal 29Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive scalarization in multi-objective reinforcement learning for enhanced robotic arm control. Neurocomputing Jonaid Shianifar, Michael Schukat, Karl Mason
2026	J	`jnl`	CRISP: Cyber-Resilient Intelligent Systems for Predicting Threats in Digital Ecosystems. IEEE Access Priyanka Verma, Joseph Lemley, Michael Schukat, Donna O'Shea, Thomas Newe
2026	J	`jnl`	Hindsight Preference Replay Improves Preference-Conditioned Multi-Objective Reinforcement Learning. CoRR Jonaid Shianifar, Michael Schukat, Karl Mason
2026	J	`jnl`	MO-CoERL: Multi-objective cooperative evolutionary deep reinforcement learning. Inf. Sci. Jonaid Shianifar, Michael Schukat, Karl Mason
2025	J	`jnl`	Agent-based dynamic thresholding for adaptive anomaly detection using reinforcement learning. Neural Comput. Appl. Xue Yang, Enda Howley, Michael Schukat
2025	J	`jnl`	Demonstration-Guided Continual Reinforcement Learning in Dynamic Environments. CoRR Xue Yang, Michael Schukat, Junlin Lu, Patrick Mannion, Karl Mason, Enda Howley
2025	J	`jnl`	On-Device Evaluation of Joint Speech-Text Embeddings for ASR, TTS, and Speaker Recognition Tasks. IEEE Access Michael Gian Gonzales, Peter Corcoran, Naomi Harte, Michael Schukat
2025	J	`jnl`	The Effects of Video Compression on Simulated Time Events. IEEE Access Timothy Hanley, Joseph Lemley, Peter Corcoran, Michael Schukat
2024	J	`jnl`	ADT: Time series anomaly detection for cyber-physical systems via deep reinforcement learning. Comput. Secur. Xue Yang, Enda Howley, Michael Schukat
2024	—	`conf`	Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN. EMBC Muhammad Ali Farooq, Wang Yao, Michael Schukat, Mark A. Little, Peter Corcoran
2024	J	`jnl`	Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN. CoRR Muhammad Ali Farooq, Wang Yao, Michael Schukat, Mark A. Little, Peter Corcoran
2024	J	`jnl`	Joint Speech-Text Embeddings for Multitask Speech Processing. IEEE Access Michael Gian Gonzales, Peter Corcoran, Naomi Harte, Michael Schukat
2024	J	`jnl`	Modelling Solar PV Adoption in Irish Dairy Farms using Agent-Based Modelling. CoRR Iias Faiud, Michael Schukat, Karl Mason
2024	—	`conf`	Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control. PAAMS (Workshops) Jonaid Shianifar, Michael Schukat, Karl Mason
2024	J	`jnl`	Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control. CoRR Jonaid Shianifar, Michael Schukat, Karl Mason
2024	J	`jnl`	Real-Time Context-Aware Early Filtering for High-Definition Video Analytics on Commodity Edge Devices Using GenAI for Data Augmentation. IEEE Access Felipe Arruda Pontes, Michael Schukat, Edward Curry
2023	—	`conf`	A Comparative Study of Open-Source Fuzzy Modelling Toolkit Licenses and Features. FUZZ Felipe Arruda Pontes, Edward Curry, Michael Schukat
2023	J	`jnl`	A lightweight 3D dense facial landmark estimation model from position map data. CoRR Shubhajit Basak, Sathish Mangapuram, Gabriel Costache, Rachel McDonnell, Michael Schukat
2023	J	`jnl`	ADT: Agent-based Dynamic Thresholding for Anomaly Detection. CoRR Xue Yang, Enda Howley, Michael Schukat
2023	—	`conf`	Fuzzy vs. Crisp in Uncertainty-Aware Service Selection: Enabling Sustainability on Multimedia Event Processing. FUZZ Felipe Arruda Pontes, Michael Schukat, Edward Curry
2023	—	`conf`	Modelling Solar PV Adoption in Irish Dairy Farms Using Agent-Based Modelling. PKDD/ECML Workshops (3) Iias Faiud, Karl Mason, Michael Schukat
2023	B	`conf`	Uncertainty-Aware Optimisation for Sustainable Multimedia Event Processing in Big Data Streams. IEEE Big Data Felipe Arruda Pontes, Michael Schukat, Edward Curry
2022	J	`jnl`	3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision. Neural Networks Shubhajit Basak, Peter Corcoran, Rachel McDonnell, Michael Schukat
2022	J	`jnl`	A Security Enhancement of the Precision Time Protocol Using a Trusted Supervisor Node. Sensors Waleed Alghamdi, Michael Schukat
2021	—	`conf`	A Reliable Energy and Spectral Efficient Spectrum Sensing Approach for Cognitive Radio Based IoT Networks. CCWC Mohammad Amzad Hossain, Michael Schukat, Enda Barrett
2021	J	`jnl`	A throughput analysis of an energy-efficient spectrum sensing scheme for the cognitive radio-based Internet of things. EURASIP J. Wirel. Commun. Netw. Md. Sipon Miah, Michael Schukat, Enda Barrett
2021	J	`jnl`	Enhancing the Spectrum Sensing Performance of Cluster-Based Cooperative Cognitive Radio Networks via Sequential Multiple Reporting Channels. Wirel. Pers. Commun. Mohammad Amzad Hossain, Michael Schukat, Enda Barrett
2021	J	`jnl`	Learning 3D Head Pose From Synthetic Data: A Semi-Supervised Approach. IEEE Access Shubhajit Basak, Peter Corcoran, Faisal Khan, Rachel McDonnell, Michael Schukat
2021	C	`conf`	Learning Accurate Head Pose for Consumer Technology From 3D Synthetic Data. ICCE Shubhajit Basak, Faisal Khan, Rachel McDonnell, Michael Schukat
2021	—	`conf`	MU-MIMO Based Cognitive Radio in Internet of Vehicles (IoV) for Enhanced Spectrum Sensing Accuracy and Sum Rate. VTC Spring Mohammad Amzad Hossain, Michael Schukat, Enda Barrett
2021	J	`jnl`	Precision time protocol attack strategies and their resistance to existing security extensions. Cybersecur. Waleed Alghamdi, Michael Schukat
2020	J	`jnl`	Methodology for Building Synthetic Datasets with Virtual Humans. CoRR Shubhajit Basak, Hossein Javidnia, Faisal Khan, Rachel McDonnell, Michael Schukat
2020	J	`jnl`	Sensing and throughput analysis of a MU-MIMO based cognitive radio scheme for the Internet of Things. Comput. Commun. Md. Sipon Miah, Michael Schukat, Enda Barrett
2020	—	`conf`	Slave Clock Responses to Precision Time Protocol Attacks: A Case Study. Cyber Security Waleed Alghamdi, Michael Schukat
2020	J	`jnl`	Transfer Learning Applied to Reinforcement Learning-Based HVAC Control. SN Comput. Sci. Paulo Lissa, Michael Schukat, Enda Barrett
2019	—	`conf`	Machine Learning Methods Applied to Building Energy Production and Consumption Prediction. AICS Paulo Lissa, Dayanne Peretti, Michael Schukat, Enda Barrett, Federico Seri, Marcus Keane
2019	—	`conf`	Using Magnetic Resonance Imaging to Distinguish a Healthy Brain from a Bipolar Brain: A Transfer Learning Approach. AICS Philip Martyn, Genevieve McPhilemy, Leila Nabulsi, Fiona Martyn, Colm McDonald, Dara M. Cannon, Michael Schukat
2018	—	`conf`	A low-Cost, Open-Source, BCI- VR Game Control Development Environment Prototype for Game Based Neurorehabilitation. GEM Michael McMahon, Michael Schukat
2018	J	`jnl`	An enhanced sum rate in the cluster based cognitive radio relay network using the sequential approach for the future Internet of Things. Hum. centric Comput. Inf. Sci. Md. Sipon Miah, Michael Schukat, Enda Barrett
2018	J	`jnl`	Deep Reinforcement Learning: An Overview. CoRR Seyed Sajad Mousavi, Michael Schukat, Enda Howley
2018	—	`conf`	Using Reinforcement Learning to Conceal Honeypot Functionality. ECML/PKDD (3) Seamus Dowling, Michael Schukat, Enda Barrett
2017	J	`jnl`	Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning. CoRR Seyed Sajad Mousavi, Michael Schukat, Peter Corcoran, Enda Howley
2017	—	`conf`	Using analysis of temporal variances within a honeypot dataset to better predict attack type probability. ICITST Seamus Dowling, Michael Schukat, Hugh Melvin
2016	—	`conf`	Deep Reinforcement Learning: An Overview. IntelliSys (2) Seyed Sajad Mousavi, Michael Schukat, Enda Howley
2015	J	`jnl`	A QoS enabled multimedia WiFi access point. Int. J. Netw. Manag. Padraig O. Flaithearta, Hugh Melvin, Michael Schukat
2014	B	`conf`	A QoS enabled WiFi AP. NOMS Padraig O. Flaithearta, Hugh Melvin, Michael Schukat
2013	C	`conf`	Optimising QoS of VoIP over wireless LANs via synchronized time. WOWMOM Padraig O. Flaithearta, Hugh Melvin, Michael Schukat
2011	—	`conf`	DigiSpenser - A GSM-based drug management and compliance monitoring system. EMBC Michael Schukat, B. Rudroju
2011	B	`conf`	Right dose, right care, every time: A distributed system for quality use of drugs. CBMS B. Rudroju, Michael Schukat, Peter Kidd
2010	B	`conf`	Authentication Using Virtual Certificate Authorities: A New Security Paradigm for Wireless Sensor Networks. NCA Edmond Holohan, Michael Schukat
2005	—	`conf`	ANN-based Diagnostic System for Arrhythmia with ECG Signals. Artificial Intelligence and Applications Dayong Gao, Michael G. Madden, Michael Schukat, Desmond Chambers, Gerard Lyons
2005	—	`conf`	Collaborative Exploration for a Group of Self-Interested Robots. CRV Michael Schukat, Declan O'Beirne
2005	—	`conf`	Face Player: a qualitative sonification for the visually impaired. Computational Imaging Oisín Curran, Seamus Torpey, Michael Schukat, Andy Shearer
2004	—	`conf`	Exploration and Object Recognition Using Cooperative Robots. CISST Declan O'Beirne, Michael Schukat