Michael Schukat

Orcid: 0000-0002-6908-6100

According to our database1, Michael Schukat authored at least 43 papers between 2004 and 2024.

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

Timeline

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Links

On csauthors.net:

Bibliography

2024

Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control.
CoRR, 2024

Modelling Solar PV Adoption in Irish Dairy Farms using Agent-Based Modelling.
CoRR, 2024

Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN.
CoRR, 2024

ADT: Time series anomaly detection for cyber-physical systems via deep reinforcement learning.
Comput. Secur., 2024

Joint Speech-Text Embeddings for Multitask Speech Processing.
IEEE Access, 2024

2023
ADT: Agent-based Dynamic Thresholding for Anomaly Detection.
CoRR, 2023

A lightweight 3D dense facial landmark estimation model from position map data.
CoRR, 2023

Fuzzy vs. Crisp in Uncertainty-Aware Service Selection: Enabling Sustainability on Multimedia Event Processing.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

A Comparative Study of Open-Source Fuzzy Modelling Toolkit Licenses and Features.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Uncertainty-Aware Optimisation for Sustainable Multimedia Event Processing in Big Data Streams.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
C3I SYNTHETIC FACE DEPTH DATASET.
Dataset, September, 2022

A Security Enhancement of the Precision Time Protocol Using a Trusted Supervisor Node.
Sensors, 2022

3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision.
Neural Networks, 2022

2021
Enhancing the Spectrum Sensing Performance of Cluster-Based Cooperative Cognitive Radio Networks via Sequential Multiple Reporting Channels.
Wirel. Pers. Commun., 2021

A throughput analysis of an energy-efficient spectrum sensing scheme for the cognitive radio-based Internet of things.
EURASIP J. Wirel. Commun. Netw., 2021

Precision time protocol attack strategies and their resistance to existing security extensions.
Cybersecur., 2021

Learning 3D Head Pose From Synthetic Data: A Semi-Supervised Approach.
IEEE Access, 2021

MU-MIMO Based Cognitive Radio in Internet of Vehicles (IoV) for Enhanced Spectrum Sensing Accuracy and Sum Rate.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Learning Accurate Head Pose for Consumer Technology From 3D Synthetic Data.
Proceedings of the IEEE International Conference on Consumer Electronics, 2021

A Reliable Energy and Spectral Efficient Spectrum Sensing Approach for Cognitive Radio Based IoT Networks.
Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

2020
Transfer Learning Applied to Reinforcement Learning-Based HVAC Control.
SN Comput. Sci., 2020

Methodology for Building Synthetic Datasets with Virtual Humans.
CoRR, 2020

Sensing and throughput analysis of a MU-MIMO based cognitive radio scheme for the Internet of Things.
Comput. Commun., 2020

Slave Clock Responses to Precision Time Protocol Attacks: A Case Study.
Proceedings of the 2020 International Conference on Cyber Security and Protection of Digital Services, 2020

2019
Using Magnetic Resonance Imaging to Distinguish a Healthy Brain from a Bipolar Brain: A Transfer Learning Approach.
Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

Machine Learning Methods Applied to Building Energy Production and Consumption Prediction.
Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

2018
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., 2018

Using Reinforcement Learning to Conceal Honeypot Functionality.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

A low-Cost, Open-Source, BCI- VR Game Control Development Environment Prototype for Game Based Neurorehabilitation.
Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

2017
Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning.
CoRR, 2017

Using analysis of temporal variances within a honeypot dataset to better predict attack type probability.
Proceedings of the 12th International Conference for Internet Technology and Secured Transactions, 2017

2016
Deep Reinforcement Learning: An Overview.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

2015
A QoS enabled multimedia WiFi access point.
Int. J. Netw. Manag., 2015

2014
A QoS enabled WiFi AP.
Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

2013
Optimising QoS of VoIP over wireless LANs via synchronized time.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

2011
DigiSpenser - A GSM-based drug management and compliance monitoring system.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Right dose, right care, every time: A distributed system for quality use of drugs.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

2010
Authentication Using Virtual Certificate Authorities: A New Security Paradigm for Wireless Sensor Networks.
Proceedings of The Ninth IEEE International Symposium on Networking Computing and Applications, 2010

2005
Collaborative Exploration for a Group of Self-Interested Robots.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

Face Player: a qualitative sonification for the visually impaired.
Proceedings of the Computational Imaging III, San Jose, 2005

ANN-based Diagnostic System for Arrhythmia with ECG Signals.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004
Exploration and Object Recognition Using Cooperative Robots.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2004


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