Andriy Temko
Orcid: 0000-0001-6548-0971Affiliations:
- University College Cork, Ireland
According to our database1,
Andriy Temko
authored at least 69 papers
between 2005 and 2024.
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Online presence:
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Bibliography
2024
Dragon_Pi: IoT Side-Channel Power Data Intrusion Detection Dataset and Unsupervised Convolutional Autoencoder for Intrusion Detection.
Future Internet, March, 2024
A Scalable Security Approach in IoT Networks: Smart Contracts and Anomaly-Based IDS for Gateways Using Hardware Accelerators.
IEEE Access, 2024
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
Proceedings of the Cooperative Design, Visualization, and Engineering, 2024
2023
Future Internet, May, 2023
HH-NIDS: Heterogeneous Hardware-Based Network Intrusion Detection Framework for IoT Security.
Future Internet, 2023
A real-time and ultra-low power implementation of an AI-assisted sonification algorithm for neonatal EEG.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023
Bridging the Source-Target Mismatch with Pseudo Labeling for Neonatal Seizure Detection.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
An implementation of an AI-assisted sonification algorithm for neonatal EEG seizure detection on an edge device.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Int. J. Neural Syst., 2021
FPGA Hardware Acceleration Framework for Anomaly-based Intrusion Detection System in IoT.
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture.
Neural Networks, 2020
2019
Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU.
Sensors, 2019
Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees.
Comput. Methods Programs Biomed., 2019
2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE Trans. Biomed. Eng., 2017
Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel.
Comput. Biol. Medicine, 2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017
PPG-based heart rate estimation using Wiener filter, phase vocoder and Viterbi decoding.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Modelling interactions between blood pressure and brain activity in preterm neonates.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2015
Decis. Support Syst., 2015
Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy.
Comput. Biol. Medicine, 2015
Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Estimation of heart rate from photoplethysmography during physical exercise using Wiener filtering and the phase vocoder.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Automated Detection of Perturbed Cardiac Physiology During Oral Food Allergen Challenge in Children.
IEEE J. Biomed. Health Informatics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Assessing instantaneous energy in the EEG: A non-negative, frequency-weighted energy operator.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Discriminative and Generative Classification Techniques Applied to Automated Neonatal Seizure Detection.
IEEE J. Biomed. Health Informatics, 2013
Int. J. Neural Syst., 2013
2012
Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection.
IEEE Trans. Biomed. Eng., 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
EEG Signal Description with Spectral-Envelope-Based Speech Recognition Features for Detection of Neonatal Seizures.
IEEE Trans. Inf. Technol. Biomed., 2011
Allergy detection with statistical modelling of HRV-based non-reaction baseline features.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Validation of an Automated Seizure Detection System on Healthy Babies - Histogram-based Energy Normalization for Montage Mismatch Compensation.
Proceedings of the BIOSIGNALS 2010, 2010
2009
Proceedings of the Computers in the Human Interaction Loop, 2009
2008
Fuzzy integral based information fusion for classification of highly confusable non-speech sounds.
Pattern Recognit., 2008
Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral.
Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
2007
Proceedings of the Advances in Biometrics, International Conference, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Multimodal Technologies for Perception of Humans, 2007
Proceedings of the Multimodal Technologies for Perception of Humans, 2007
2006
Pattern Recognit., 2006
Proceedings of the Machine Learning for Multimodal Interaction, 2006
Comparison of Sequence Discriminant Support Vector Machines for Acoustic Event Classification.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Multimodal Technologies for Perception of Humans, 2006
2005
Improving the Performance of Acoustic Event Classification by Selecting and Combining Information Sources Using the Fuzzy Integral.
Proceedings of the Machine Learning for Multimodal Interaction, 2005
Selection of features and combination of classifiers using a fuzzy approach for acoustic event classification.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Classification of meeting-room acoustic events with support vector machines and variable-feature-set clustering.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005