Andriy Temko

According to our database, Andriy Temko authored at least 65 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Dragon_Pi: IoT Side-Channel Power Data Intrusion Detection Dataset and Unsupervised Convolutional Autoencoder for Intrusion Detection.

Dominic Lightbody, Duc-Minh Ngo, Andriy Temko, Colin C. Murphy, Emanuel M. Popovici

Future Internet, March, 2024

2023

Attacks on IoT: Side-Channel Power Acquisition Framework for Intrusion Detection.

Dominic Lightbody, Duc-Minh Ngo, Andriy Temko, Colin C. Murphy, Emanuel M. Popovici

Future Internet, May, 2023

HH-NIDS: Heterogeneous Hardware-Based Network Intrusion Detection Framework for IoT Security.

Duc-Minh Ngo, Dominic Lightbody, Andriy Temko, Cuong Pham-Quoc, Ngoc-Thinh Tran, Colin C. Murphy, Emanuel M. Popovici

Future Internet, 2023

A real-time and ultra-low power implementation of an AI-assisted sonification algorithm for neonatal EEG.

Tien Van Nguyen, Aengus Daly, Feargal O'Sullivan, Sergi Gómez-Quintana, Andriy Temko, Emanuel M. Popovici

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.

Aengus Daly, Gordon Lightbody, Andriy Temko

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.

Feargal O'Sullivan, Sergi Gómez-Quintana, Andriy Temko, Emanuel M. Popovici

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Deep Learning for EEG Seizure Detection in Preterm Infants.

Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Sean Mathieson, Geraldine B. Boylan, Andriy Temko

Int. J. Neural Syst., 2021

FPGA Hardware Acceleration Framework for Anomaly-based Intrusion Detection System in IoT.

Duc-Minh Ngo, Andriy Temko, Colin C. Murphy, Emanuel M. Popovici

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

Automatic segmentation for neonatal phonocardiogram.

Sergi Gómez-Quintana, Ihor Shelevytsky, Victoriya Shelevytska, Emanuel M. Popovici, Andriy Temko

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

An EEG analysis framework through AI and sonification on low power IoT edge devices.

Sergi Gómez-Quintana, Grainne Cowhig, Marco Borzacchi, Alison O'Shea, Andriy Temko, Emanuel M. Popovici

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Towards Deeper Neural Networks for Neonatal Seizure Detection.

Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko

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.

Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko

Neural Networks, 2020

2019

Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU.

Mark E. O'Sullivan, Andriy Temko, Andrea Bocchino, Conor O'Mahony, Geraldine B. Boylan, Emanuel M. Popovici

Sensors, 2019

Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees.

Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko

Comput. Methods Programs Biomed., 2019

2018

On sound-based interpretation of neonatal EEG.

Sergi Gomez, Mark E. O'Sullivan, Emanuel M. Popovici, Sean Mathieson, Geraldine B. Boylan, Andriy Temko

CoRR, 2018

System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition.

Mark E. O'Sullivan, Emanuel M. Popovici, Andrea Bocchino, Conor O'Mahony, Geraldine B. Boylan, Andriy Temko

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms.

Mark E. O'Sullivan, Sergi Gomez, Alison O'Shea, Eduard Salgado, Kevin Huillca, Sean Mathieson, Geraldine B. Boylan, Emanuel M. Popovici, Andriy Temko

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance.

Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Accurate Heart Rate Monitoring During Physical Exercises Using PPG.

Andriy Temko

IEEE Trans. Biomed. Eng., 2017

Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel.

Rehan Ahmed, Andriy Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Comput. Biol. Medicine, 2017

Neonatal seizure detection using convolutional neural networks.

Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Comparison of electrode technologies for dry and portable EEG acquisition.

Mark E. O'Sullivan, Jonatan Poveda Pena, Andrea Bocchino, Conor O'Mahony, Daniel Costello, Emanuel M. Popovici, Andriy Temko

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.

Andriy Temko

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Modelling interactions between blood pressure and brain activity in preterm neonates.

Oksana Semenova, Gordon Lightbody, John M. O'Toole, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Portable neonatal EEG monitoring and sonification on an Android device.

Jonatan Poveda, Mark E. O'Sullivan, Emanuel M. Popovici, Andriy Temko

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2015

Clinical implementation of a neonatal seizure detection algorithm.

Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Decis. Support Syst., 2015

Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy.

Andriy Temko, Orla M. Doyle, Deirdre Murray, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane

Comput. Biol. Medicine, 2015

Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge.

Andriy Temko, Achintya Sarkar, Gordon Lightbody

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.

Andriy Temko

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.

Shima Gholinezhadasnefestani, Andriy Temko, Nathan J. Stevenson, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

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.

Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

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.

Niall Twomey, Andrey Temko, Jonathan O'B. Hourihane, William P. Marnane

IEEE J. Biomed. Health Informatics, 2014

EEG 'diarization' for the description of neonatal brain injuries.

Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the IEEE International Conference on Acoustics, 2014

Modulation frequency analysis of seizures in neonatal EEG.

Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody

Proceedings of the IEEE International Conference on Acoustics, 2014

Grading brain injury in neonatal EEG using SVM and supervector kernel.

Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the IEEE International Conference on Acoustics, 2014

Neonatal EEG audification for seizure detection.

Andriy Temko, William P. Marnane, Geraldine B. Boylan, John M. O'Toole, Gordon Lightbody

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.

John M. O'Toole, Andriy Temko, Nathan J. Stevenson

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.

Eoin M. Thomas, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

IEEE J. Biomed. Health Informatics, 2013

Robust neonatal EEG seizure Detection through Adaptive Background Modeling.

Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody

Int. J. Neural Syst., 2013

2012

Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection.

Andrey Temko, Gordon Lightbody, Eoin M. Thomas, Geraldine B. Boylan, William P. Marnane

IEEE Trans. Biomed. Eng., 2012

Temporal evolution of seizure burden for automated neonatal EEG classification.

Andriy Temko, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Dynamic time warping based neonatal seizure detection system.

Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

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.

Andrey Temko, Climent Nadeu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

IEEE Trans. Inf. Technol. Biomed., 2011

Allergy detection with statistical modelling of HRV-based non-reaction baseline features.

Niall Twomey, Andrey Temko, Jonathan O'B. Hourihane, William P. Marnane

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

Online EEG channel weighting for detection of seizures in the neonate.

Andriy Temko, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Parallel artefact rejection for epileptiform activity detection in routine EEG.

Daniel Kelleher, Andrey Temko, S. O'Regan, D. Nash, B. McNamara, Daniel Costello, William P. Marnane

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.

Andrey Temko, Irina Korotchikova, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan

Proceedings of the BIOSIGNALS 2010, 2010

2009

Acoustic Event Detection and Classification.

Andrey Temko, Climent Nadeu, Dusan Macho, Robert G. Malkin, Christian Zieger, Maurizio Omologo

Proceedings of the Computers in the Human Interaction Loop, 2009

Acoustic event detection in meeting-room environments.

Andrey Temko, Climent Nadeu

Pattern Recognit. Lett., 2009

2008

Fuzzy integral based information fusion for classification of highly confusable non-speech sounds.

Andrey Temko, Dusan Macho, Climent Nadeu

Pattern Recognit., 2008

Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral.

Taras Butko, Andrey Temko, Climent Nadeu, Cristian Canton-Ferrer

Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Detection of acoustic events in interactive seminar data with temporal overlaps.

Andrey Temko, Climent Nadeu

Proceedings of the INTERSPEECH 2008, 2008

Fusion of audio and video modalities for detection of acoustic events.

Taras Butko, Andrey Temko, Climent Nadeu, Cristian Canton-Ferrer

Proceedings of the INTERSPEECH 2008, 2008

2007

Acoustic event detection and classification.

Andriy Temko

PhD thesis, 2007

Histogram Equalization in SVM Multimodal Person Verification.

Mireia Farrús, Pascual Ejarque, Andrey Temko, Javier Hernando

Proceedings of the Advances in Biometrics, International Conference, 2007

Enhanced SVM Training for Robust Speech Activity Detection.

Andrey Temko, Dusan Macho, Climent Nadeu

Proceedings of the IEEE International Conference on Acoustics, 2007

Acoustic Event Detection: SVM-Based System and Evaluation Setup in CLEAR'07.

Andrey Temko, Climent Nadeu, Joan-Isaac Biel

Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Speaker Diarization for Conference Room: The UPC RT07s Evaluation System.

Jordi Luque, Xavier Anguera, Andrey Temko, Javier Hernando

Proceedings of the Multimodal Technologies for Perception of Humans, 2007

2006

Classification of acoustic events using SVM-based clustering schemes.

Andrey Temko, Climent Nadeu

Pattern Recognit., 2006

Robust Speech Activity Detection in Interactive Smart-Room Environments.

Dusan Macho, Climent Nadeu, Andrey Temko

Proceedings of the Machine Learning for Multimodal Interaction, 2006

Comparison of Sequence Discriminant Support Vector Machines for Acoustic Event Classification.

Andrey Temko, Enric Monte, Climent Nadeu

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

CLEAR Evaluation of Acoustic Event Detection and Classification Systems.

Andrey Temko, Robert G. Malkin, Christian Zieger, Dusan Macho, Climent Nadeu, Maurizio Omologo

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.

Andrey Temko, Dusan Macho, Climent Nadeu

Proceedings of the Machine Learning for Multimodal Interaction, 2005

Selection of features and combination of classifiers using a fuzzy approach for acoustic event classification.

Andrey Temko, Dusan Macho, Climent Nadeu

Proceedings of the INTERSPEECH 2005, 2005

Classification of meeting-room acoustic events with support vector machines and variable-feature-set clustering.

Andrey Temko, Climent Nadeu

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005