Michael Schukat

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 32

Top Topics

Reinforcement Learning

Cognitive Radio

Top Venues

Publications

Muhammad Ali Farooq, Wang Yao, Michael Schukat, Mark A Little, Peter Corcoran
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN. CoRR (2024)
Iias Faiud, Michael Schukat, Karl Mason
Modelling Solar PV Adoption in Irish Dairy Farms using Agent-Based Modelling. CoRR (2024)
Jonaid Shianifar, Michael Schukat, Karl Mason
Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control. CoRR (2024)
Xue Yang, Enda Howley, Michael Schukat
ADT: Time series anomaly detection for cyber-physical systems via deep reinforcement learning. Comput. Secur. 141 (2024)
Felipe Arruda Pontes, Michael Schukat, Edward Curry
Uncertainty-Aware Optimisation for Sustainable Multimedia Event Processing in Big Data Streams. BigData (2023)
Shubhajit Basak, Sathish Mangapuram, Gabriel Costache, Rachel McDonnell, Michael Schukat
A lightweight 3D dense facial landmark estimation model from position map data. CoRR (2023)
Felipe Arruda Pontes, Edward Curry, Michael Schukat
A Comparative Study of Open-Source Fuzzy Modelling Toolkit Licenses and Features. FUZZ (2023)
Felipe Arruda Pontes, Michael Schukat, Edward Curry
Fuzzy vs. Crisp in Uncertainty-Aware Service Selection: Enabling Sustainability on Multimedia Event Processing. FUZZ (2023)
Xue Yang, Enda Howley, Michael Schukat
ADT: Agent-based Dynamic Thresholding for Anomaly Detection. CoRR (2023)
Waleed Alghamdi, Michael Schukat
A Security Enhancement of the Precision Time Protocol Using a Trusted Supervisor Node. Sensors 22 (10) (2022)
Shubhajit Basak, Peter Corcoran, Rachel McDonnell, Michael Schukat
3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision. Neural Networks 156 (2022)
Mohammad Amzad Hossain, Michael Schukat, Enda Barrett
MU-MIMO Based Cognitive Radio in Internet of Vehicles (IoV) for Enhanced Spectrum Sensing Accuracy and Sum Rate. VTC Spring (2021)
Shubhajit Basak, Faisal Khan, Rachel McDonnell, Michael Schukat
Learning Accurate Head Pose for Consumer Technology From 3D Synthetic Data. ICCE (2021)
Mohammad Amzad Hossain, Michael Schukat, Enda Barrett
Enhancing the Spectrum Sensing Performance of Cluster-Based Cooperative Cognitive Radio Networks via Sequential Multiple Reporting Channels. Wirel. Pers. Commun. 116 (3) (2021)
Waleed Alghamdi, Michael Schukat
Precision time protocol attack strategies and their resistance to existing security extensions. Cybersecur. 4 (1) (2021)
Mohammad Amzad Hossain, Michael Schukat, Enda Barrett
A Reliable Energy and Spectral Efficient Spectrum Sensing Approach for Cognitive Radio Based IoT Networks. CCWC (2021)
Md. Sipon Miah, Michael Schukat, Enda Barrett
A throughput analysis of an energy-efficient spectrum sensing scheme for the cognitive radio-based Internet of things. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Shubhajit Basak, Peter Corcoran, Faisal Khan, Rachel McDonnell, Michael Schukat
Learning 3D Head Pose From Synthetic Data: A Semi-Supervised Approach. IEEE Access 9 (2021)
Paulo Lissa, Michael Schukat, Enda Barrett
Transfer Learning Applied to Reinforcement Learning-Based HVAC Control. SN Comput. Sci. 1 (3) (2020)
Waleed Alghamdi, Michael Schukat
Slave Clock Responses to Precision Time Protocol Attacks: A Case Study. Cyber Security (2020)
Md. Sipon Miah, Michael Schukat, Enda Barrett
Sensing and throughput analysis of a MU-MIMO based cognitive radio scheme for the Internet of Things. Comput. Commun. 154 (2020)
Shubhajit Basak, Hossein Javidnia, Faisal Khan, Rachel McDonnell, Michael Schukat
Methodology for Building Synthetic Datasets with Virtual Humans. CoRR (2020)
Philip Martyn, Genevieve McPhilemy, Leila Nabulsi, Fiona Martyn, Colm McDonald, Dara M. Cannon, Michael Schukat
Using Magnetic Resonance Imaging to Distinguish a Healthy Brain from a Bipolar Brain: A Transfer Learning Approach. AICS (2019)
Paulo Lissa, Dayanne Peretti, Michael Schukat, Enda Barrett, Federico Seri, Marcus Keane
Machine Learning Methods Applied to Building Energy Production and Consumption Prediction. AICS (2019)
Michael McMahon, Michael Schukat
A low-Cost, Open-Source, BCI- VR Game Control Development Environment Prototype for Game Based Neurorehabilitation. GEM (2018)
Seamus Dowling, Michael Schukat, Enda Barrett
Using Reinforcement Learning to Conceal Honeypot Functionality. ECML/PKDD (3) (2018)
Md. Sipon Miah, Michael Schukat, Enda Barrett
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. 8 (2018)
Seyed Sajad Mousavi, Michael Schukat, Enda Howley
Deep Reinforcement Learning: An Overview. CoRR (2018)
Seamus Dowling, Michael Schukat, Hugh Melvin
Using analysis of temporal variances within a honeypot dataset to better predict attack type probability. ICITST (2017)
Seyed Sajad Mousavi, Michael Schukat, Peter Corcoran, Enda Howley
Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning. CoRR (2017)
Seyed Sajad Mousavi, Michael Schukat, Enda Howley
Deep Reinforcement Learning: An Overview. IntelliSys (2) (2016)
Padraig O. Flaithearta, Hugh Melvin, Michael Schukat
A QoS enabled multimedia WiFi access point. Int. J. Netw. Manag. 25 (4) (2015)
Padraig O. Flaithearta, Hugh Melvin, Michael Schukat
A QoS enabled WiFi AP. NOMS (2014)
Padraig O. Flaithearta, Hugh Melvin, Michael Schukat
Optimising QoS of VoIP over wireless LANs via synchronized time. WOWMOM (2013)
Michael Schukat, B. Rudroju
DigiSpenser - A GSM-based drug management and compliance monitoring system. EMBC (2011)
B. Rudroju, Michael Schukat, Peter Kidd
Right dose, right care, every time: A distributed system for quality use of drugs. CBMS (2011)
Edmond Holohan, Michael Schukat
Authentication Using Virtual Certificate Authorities: A New Security Paradigm for Wireless Sensor Networks. NCA (2010)
Dayong Gao, Michael G. Madden, Michael Schukat, Desmond Chambers, Gerard Lyons
ANN-based Diagnostic System for Arrhythmia with ECG Signals. Artificial Intelligence and Applications (2005)
Oisín Curran, Seamus Torpey, Michael Schukat, Andy Shearer
Face Player: a qualitative sonification for the visually impaired. Computational Imaging (2005)
Michael Schukat, Declan O'Beirne
Collaborative Exploration for a Group of Self-Interested Robots. CRV (2005)
Declan O'Beirne, Michael Schukat
Exploration and Object Recognition Using Cooperative Robots. CISST (2004)