Classification of meeting-room acoustic events with support vector machines and variable-feature-set clustering. - Andrey Temko; Climent Nadeu (ICASSP (5), 2005)

Selection of features and combination of classifiers using a fuzzy approach for acoustic event classification. - Andrey Temko; Dusan Macho; Climent Nadeu (INTERSPEECH, 2005)

Improving the Performance of Acoustic Event Classification by Selecting and Combining Information Sources Using the Fuzzy Integral. - Andrey Temko; Dusan Macho; Climent Nadeu (MLMI, 2005)

CLEAR Evaluation of Acoustic Event Detection and Classification Systems. - Andrey Temko; Robert G. Malkin; Christian Zieger; Dusan Macho; Climent Nadeu; Maurizio Omologo (CLEAR, 2006)

Comparison of Sequence Discriminant Support Vector Machines for Acoustic Event Classification. - Andrey Temko; Enric Monte; Climent Nadeu (ICASSP (5), 2006)

Robust Speech Activity Detection in Interactive Smart-Room Environments. - Dusan Macho; Climent Nadeu; Andrey Temko (MLMI, 2006)

Classification of acoustic events using SVM-based clustering schemes. - Andrey Temko; Climent Nadeu (Pattern Recognit., 2006)

Speaker Diarization for Conference Room: The UPC RT07s Evaluation System. - Jordi Luque; Xavier Anguera; Andrey Temko; Javier Hernando (CLEAR, 2007)

Acoustic Event Detection: SVM-Based System and Evaluation Setup in CLEAR'07. - Andrey Temko; Climent Nadeu; Joan-Isaac Biel (CLEAR, 2007)

Enhanced SVM Training for Robust Speech Activity Detection. - Andrey Temko; Dusan Macho; Climent Nadeu (ICASSP (4), 2007)

Histogram Equalization in SVM Multimodal Person Verification. - Mireia Farrús; Pascual Ejarque; Andrey Temko; Javier Hernando (ICB, 2007)

Acoustic event detection and classification. - Andriy Temko (2007)

Fusion of audio and video modalities for detection of acoustic events. - Taras Butko; Andrey Temko; Climent Nadeu; Cristian Canton-Ferrer (INTERSPEECH, 2008)

Detection of acoustic events in interactive seminar data with temporal overlaps. - Andrey Temko; Climent Nadeu (INTERSPEECH, 2008)

Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral. - Taras Butko; Andrey Temko; Climent Nadeu; Cristian Canton-Ferrer (MLMI, 2008)

Fuzzy integral based information fusion for classification of highly confusable non-speech sounds. - Andrey Temko; Dusan Macho; Climent Nadeu (Pattern Recognit., 2008)

Acoustic event detection in meeting-room environments. - Andrey Temko; Climent Nadeu (Pattern Recognit. Lett., 2009)

Acoustic Event Detection and Classification. - Andrey Temko; Climent Nadeu; Dusan Macho; Robert G. Malkin; Christian Zieger; Maurizio Omologo (Computers in the Human Interaction Loop, 2009)

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 (BIOSIGNALS, 2010)

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 (EMBC, 2011)

Online EEG channel weighting for detection of seizures in the neonate. - Andriy Temko; Gordon Lightbody; Geraldine B. Boylan; William P. Marnane (EMBC, 2011)

Allergy detection with statistical modelling of HRV-based non-reaction baseline features. - Niall Twomey; Andrey Temko; Jonathan O'B. Hourihane; William P. Marnane (ISABEL, 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)

Dynamic time warping based neonatal seizure detection system. - Rehan Ahmed; Andrey Temko; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (EMBC, 2012)

Temporal evolution of seizure burden for automated neonatal EEG classification. - Andriy Temko; Nathan J. Stevenson; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (EMBC, 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)

Robust neonatal EEG seizure Detection through Adaptive Background Modeling. - Andrey Temko; Geraldine B. Boylan; William P. Marnane; Gordon Lightbody (Int. J. Neural Syst., 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)

Assessing instantaneous energy in the EEG: A non-negative, frequency-weighted energy operator. - John M. O'Toole; Andriy Temko; Nathan J. Stevenson (EMBC, 2014)

Neonatal EEG audification for seizure detection. - Andriy Temko; William P. Marnane; Geraldine B. Boylan; John M. O'Toole; Gordon Lightbody (EMBC, 2014)

Grading brain injury in neonatal EEG using SVM and supervector kernel. - Rehan Ahmed; Andrey Temko; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (ICASSP, 2014)

Modulation frequency analysis of seizures in neonatal EEG. - Andrey Temko; Geraldine B. Boylan; William P. Marnane; Gordon Lightbody (ICASSP, 2014)

EEG 'diarization' for the description of neonatal brain injuries. - Andrey Temko; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (ICASSP, 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)

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 (EMBC, 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 (EMBC, 2015)

Estimation of heart rate from photoplethysmography during physical exercise using Wiener filtering and the phase vocoder. - Andriy Temko (EMBC, 2015)

Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge. - Andriy Temko; Achintya Sarkar; Gordon Lightbody (EMBC, 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)

Clinical implementation of a neonatal seizure detection algorithm. - Andrey Temko; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (Decis. Support Syst., 2015)

Portable neonatal EEG monitoring and sonification on an Android device. - Jonatan Poveda; Mark E. O'Sullivan; Emanuel M. Popovici; Andriy Temko (EMBC, 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 (EMBC, 2017)

PPG-based heart rate estimation using Wiener filter, phase vocoder and Viterbi decoding. - Andriy Temko (ICASSP, 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 (IWASI, 2017)

Neonatal seizure detection using convolutional neural networks. - Alison O'Shea; Gordon Lightbody; Geraldine B. Boylan; Andriy Temko (MLSP, 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)

Accurate Heart Rate Monitoring During Physical Exercises Using PPG. - Andriy Temko (IEEE Trans. Biomed. Eng., 2017)

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. - Alison O'Shea; Gordon Lightbody; Geraldine B. Boylan; Andriy Temko (EMBC, 2018)

Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms. - Mark E. O'Sullivan; Sergi Gomez 001; Alison O'Shea; Eduard Salgado; Kevin Huillca; Sean Mathieson; Geraldine B. Boylan; Emanuel M. Popovici; Andriy Temko (EMBC, 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 (EMBC, 2018)

On sound-based interpretation of neonatal EEG. - Sergi Gomez 001; Mark E. O'Sullivan; Emanuel M. Popovici; Sean Mathieson; Geraldine B. Boylan; Andriy Temko (CoRR, 2018)

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)

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)

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)

Towards Deeper Neural Networks for Neonatal Seizure Detection. - Aengus Daly; Alison O'Shea; Gordon Lightbody; Andriy Temko (EMBC, 2021)

An EEG analysis framework through AI and sonification on low power IoT edge devices. - Sergi Gómez-Quintana 001; Grainne Cowhig; Marco Borzacchi; Alison O'Shea; Andriy Temko; Emanuel M. Popovici (EMBC, 2021)

Automatic segmentation for neonatal phonocardiogram. - Sergi Gómez-Quintana 001; Ihor Shelevytsky; Victoriya Shelevytska; Emanuel M. Popovici; Andriy Temko (EMBC, 2021)

FPGA Hardware Acceleration Framework for Anomaly-based Intrusion Detection System in IoT. - Duc-Minh Ngo; Andriy Temko; Colin C. Murphy; Emanuel M. Popovici (FPL, 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)

An implementation of an AI-assisted sonification algorithm for neonatal EEG seizure detection on an edge device. - Feargal O'Sullivan; Sergi Gómez-Quintana 001; Andriy Temko; Emanuel M. Popovici (BHI, 2022)

Bridging the Source-Target Mismatch with Pseudo Labeling for Neonatal Seizure Detection. - Aengus Daly; Gordon Lightbody; Andriy Temko (EUSIPCO, 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 001; Andriy Temko; Emanuel M. Popovici (IWASI, 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)

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, 2023)

Enhancing Security and Scalability in IoT Networks Applying Blockchain Technology. - Duc-Minh Ngo; Dominic Lightbody; Andriy Temko; Colin C. Murphy; Emanuel M. Popovici (CDVE, 2024)

Towards a Wearable, High Precision, Multi-Functional Stethoscope. - Declan Duggan; Volodymyr Sarana; Andreea Factor; Victoriya Shelevytska; Andriy Temko; Emanuel M. Popovici (EMBC, 2024)

Machine Learning for FPGA Electronic Design Automation. - Armando Biscontini; Emanuel M. Popovici; Andriy Temko (IEEE Access, 2024)

A Scalable Security Approach in IoT Networks: Smart Contracts and Anomaly-Based IDS for Gateways Using Hardware Accelerators. - Duc-Minh Ngo; Dominic Lightbody; Andriy Temko; Colin C. Murphy; Emanuel M. Popovici (IEEE Access, 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, 2024)

AI Heart Sound Denoising at the Edge. - Declan Duggan; Andriy Temko; Volodymyr Sarana; Andreea Factor; Emanuel M. Popovici (IWASI, 2025)

Compression Enhanced Masked Autoencoders for IoT Intrusion Detection. - Dominic Lightbody; Duc-Minh Ngo; Andriy Temko; Colin C. Murphy; Emanuel M. Popovici (IWASI, 2025)

Denoising of Heart Sounds Using Lightweight FCNs and Spectrograms With and Without Context. - Declan Duggan; Andriy Temko; Volodymyr Sarana; Andreea Factor; Emanuel M. Popovici (IEEE Access, 2025)

Low-Power Real-Time Seizure Monitoring Using AI-Assisted Sonification of Neonatal EEG. - Tien Nguyen; Aengus Daly; Sergi Gómez-Quintana 001; Feargal O'Sullivan; Andriy Temko; Emanuel M. Popovici (IEEE Trans. Emerg. Top. Comput., 2025)