Andriy Temko

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 30

Top Topics

Mobile Platform

Intrusion Detection

Accurate Estimation

Top Venues

Future Internet

Publications

Dominic Lightbody, Duc-Minh Ngo, Andriy Temko, Colin C. Murphy, Emanuel M. Popovici
Dragon_Pi: IoT Side-Channel Power Data Intrusion Detection Dataset and Unsupervised Convolutional Autoencoder for Intrusion Detection. Future Internet 16 (3) (2024)
Duc-Minh Ngo, Dominic Lightbody, Andriy Temko, Cuong Pham-Quoc, Ngoc-Thinh Tran, Colin C. Murphy, Emanuel M. Popovici
HH-NIDS: Heterogeneous Hardware-Based Network Intrusion Detection Framework for IoT Security. Future Internet 15 (1) (2023)
Tien Van Nguyen, Aengus Daly, Feargal O'Sullivan, Sergi Gómez-Quintana, Andriy Temko, Emanuel M. Popovici
A real-time and ultra-low power implementation of an AI-assisted sonification algorithm for neonatal EEG. IWASI (2023)
Dominic Lightbody, Duc-Minh Ngo, Andriy Temko, Colin C. Murphy, Emanuel M. Popovici
Attacks on IoT: Side-Channel Power Acquisition Framework for Intrusion Detection. Future Internet 15 (5) (2023)
Aengus Daly, Gordon Lightbody, Andriy Temko
Bridging the Source-Target Mismatch with Pseudo Labeling for Neonatal Seizure Detection. EUSIPCO (2023)
Feargal O'Sullivan, Sergi Gómez-Quintana, Andriy Temko, Emanuel M. Popovici
An implementation of an AI-assisted sonification algorithm for neonatal EEG seizure detection on an edge device. BHI (2022)
Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko
Towards Deeper Neural Networks for Neonatal Seizure Detection. EMBC (2021)
Sergi Gómez-Quintana, Ihor Shelevytsky, Victoriya Shelevytska, Emanuel M. Popovici, Andriy Temko
Automatic segmentation for neonatal phonocardiogram. EMBC (2021)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. CoRR (2021)
Sergi Gómez-Quintana, Grainne Cowhig, Marco Borzacchi, Alison O'Shea, Andriy Temko, Emanuel M. Popovici
An EEG analysis framework through AI and sonification on low power IoT edge devices. EMBC (2021)
Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Sean Mathieson, Geraldine B. Boylan, Andriy Temko
Deep Learning for EEG Seizure Detection in Preterm Infants. Int. J. Neural Syst. 31 (8) (2021)
Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Sean Mathieson, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Geraldine B. Boylan, Andriy Temko
Deep Learning for EEG Seizure Detection in Preterm Infants. CoRR (2021)
Duc-Minh Ngo, Andriy Temko, Colin C. Murphy, Emanuel M. Popovici
FPGA Hardware Acceleration Framework for Anomaly-based Intrusion Detection System in IoT. FPL (2021)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. Neural Networks 123 (2020)
Mark O'Sullivan, Andriy Temko, Andrea Bocchino, Conor O'Mahony, Geraldine B. Boylan, Emanuel M. Popovici
Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU. Sensors 19 (11) (2019)
Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko
Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees. Comput. Methods Programs Biomed. 180 (2019)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. EMBC (2018)
Mark O'Sullivan, Emanuel M. Popovici, Andrea Bocchino, Conor O'Mahony, Geraldine B. Boylan, Andriy Temko
System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition. EMBC (2018)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. CoRR (2018)
Sergi Gomez, Mark O'Sullivan, Emanuel M. Popovici, Sean Mathieson, Geraldine B. Boylan, Andriy Temko
On sound-based interpretation of neonatal EEG. CoRR (2018)
Mark O'Sullivan, Sergi Gomez, Alison O'Shea, Eduard Salgado, Kevin Huillca, Sean Mathieson, Geraldine B. Boylan, Emanuel M. Popovici, Andriy Temko
Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms. EMBC (2018)
Mark O'Sullivan, Sergi Gomez, Alison O'Shea, Eduard Salgado, Kevin Huillca, Sean Mathieson, Geraldine B. Boylan, Emanuel M. Popovici, Andriy Temko
Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms. CoRR (2018)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal Seizure Detection using Convolutional Neural Networks. CoRR (2017)
Jonatan Poveda, Mark O'Sullivan, Emanuel M. Popovici, Andriy Temko
Portable neonatal EEG monitoring and sonification on an Android device. EMBC (2017)
Andriy Temko
Accurate Heart Rate Monitoring During Physical Exercises Using PPG. IEEE Trans. Biomed. Eng. 64 (9) (2017)
Andriy Temko
PPG-based heart rate estimation using Wiener filter, phase vocoder and Viterbi decoding. ICASSP (2017)
Oksana Semenova, Gordon Lightbody, John M. O'Toole, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko
Modelling interactions between blood pressure and brain activity in preterm neonates. EMBC (2017)
Mark O'Sullivan, Jonatan Poveda Pena, Andrea Bocchino, Conor O'Mahony, Daniel Costello, Emanuel M. Popovici, Andriy Temko
Comparison of electrode technologies for dry and portable EEG acquisition. IWASI (2017)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal seizure detection using convolutional neural networks. MLSP (2017)
Rehan Ahmed, Andriy Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel. Comput. Biol. Medicine 82 (2017)
Andriy Temko, Achintya Sarkar, Gordon Lightbody
Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge. EMBC (2015)
Andriy Temko
Estimation of heart rate from photoplethysmography during physical exercise using Wiener filtering and the phase vocoder. EMBC (2015)
Andriy Temko, Orla M. Doyle, Deirdre Murray, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy. Comput. Biol. Medicine 63 (2015)
Shima Gholinezhadasnefestani, Andriy Temko, Nathan J. Stevenson, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns. EMBC (2015)
John M. O'Toole, Andriy Temko, Nathan J. Stevenson
Assessing instantaneous energy in the EEG: A non-negative, frequency-weighted energy operator. EMBC (2014)
Andriy Temko, William P. Marnane, Geraldine B. Boylan, John M. O'Toole, Gordon Lightbody
Neonatal EEG audification for seizure detection. EMBC (2014)
Andriy Temko, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Temporal evolution of seizure burden for automated neonatal EEG classification. EMBC (2012)
Andriy Temko, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
Online EEG channel weighting for detection of seizures in the neonate. EMBC (2011)