Gunawardhana, K.R. Sanjaya D. ORCID: 0000-0002-3793-0688, Simorangkir, Roy B.V.B.
ORCID: 0000-0001-6233-2148, McGuinness, Garrett
ORCID: 0000-0002-1023-8667, Rasel, M. Salauddin
ORCID: 0000-0001-6909-7419, Magre Colorado, Luz A.
ORCID: 0000-0003-3528-2688, Baberwal, Sonal S.
ORCID: 0000-0002-4809-1568, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, O’Flynn, Brendan
ORCID: 0000-0002-5522-2597 and Coyle, Shirley
ORCID: 0000-0003-0493-8963
(2024)
The potential of electrospinning to enable the realization of energy-autonomous wearable sensing systems.
ACS Nano, 18
(4).
pp. 2649-2684.
ISSN 1936-0851
Yan, Sen ORCID: 0000-0002-6860-3962, Fang, Hongyuan, Li, Ji
ORCID: 0000-0001-7910-8011, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, O'Connor, Noel E.
ORCID: 0000-0002-4033-9135 and Liu, Mingming
ORCID: 0000-0002-8988-2104
(2023)
Privacy-aware energy consumption modeling of connected battery electric vehicles using federated learning.
IEEE Transactions on Transportation Electrification
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ISSN 2332-7782
Inacio, Mario, Esser, Patrick ORCID: 0000-0002-3227-0115, Weedon, Benjamin David
ORCID: 0000-0001-6983-5119, Joshi, Shawn
ORCID: 0000-0002-7938-6393, Meaney, Andy, Delextrat, Anne
ORCID: 0000-0003-0876-6775, Springett, Daniella
ORCID: 0000-0002-4478-827X, Kemp, Steve, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, Izadi, Hooshang
ORCID: 0000-0002-1767-6889, Johansen-Berg, Heidi
ORCID: 0000-0002-4134-9730 and Dawes, Helen
ORCID: 0000-0002-2933-5213
(2023)
Learning a novel rhythmic stepping task in children with probable developmental coordination disorder.
Clinical Biomechanics, 102
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ISSN 0268-0033
Brophy, Eoin, She, Qi, Wang, Zhengwei ORCID: 0000-0001-7706-553X and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2023)
Generative adversarial networks in time series: a systematic literature review.
ACM Computing Surveys, 55
(10).
ISSN 0360-0300
Redmond, Peter, Fleury, Andrew and Ward, Tomás E. ORCID: 0000-0002-6173-6607
(2022)
An open source multi-modal data-acquisition platform for experimental investigation of blended control of scale vehicles.
In: IEEE International Conference on Metrology for Extended Reality, AI and Neural Engineering, 26-28 Oct 2022, Rome.
Zhang, Lili ORCID: 0000-0002-2203-2949, Monacelli, Greta
ORCID: 0000-0003-4677-4661, Vashisht, Himanshu
ORCID: 0000-0002-2726-946X, Schlee, Winfried
ORCID: 0000-0001-7942-1788, Langguth, Berthold
ORCID: 0000-0002-7066-510X and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2022)
The effects of tinnitus in probabilistic learning tasks: protocol
for an ecological momentary assessment study.
JMIR Research Protocols, 11
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ISSN 1929-0748
Zhang, Lili ORCID: 0000-0002-2203-2949, Vashisht, Himanshu
ORCID: 0000-0002-2726-946X, Totev, Andrey
ORCID: 0000-0002-9093-5744, Trinh, Nam
ORCID: 0000-0003-0307-3793 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2022)
A comparison of distributed machine learning methods for the support of “many labs” collaborations in computational modeling of decision making.
Frontiers in Psychology, 13
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ISSN 1664-1078
Brophy, Eoin, Hennelly, Bryan ORCID: 0000-0003-1326-9642, De Vos, Maarten
ORCID: 0000-0002-3482-5145, Boylan, Geraldine
ORCID: 0000-0003-0920-5291 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2022)
Improved electrode motion artefact denoising in ECG using convolutional neural networks and a custom loss function.
IEEE Access, 10
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pp. 54891-54898.
ISSN 2169-3536
Zhang, Lili ORCID: 0000-0002-2203-2949, Vashisht, Himanshu
ORCID: 0000-0002-2726-946X, Nethra, Alekhya, Slattery, Brian
ORCID: 0000-0001-8342-5781 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2022)
Differences in learning and persistency characterizing behavior
in chronic pain for the Iowa gambling task: web-based
laboratory-in-the-field study.
Journal of Medical Internet Research (JMIR), 24
(4).
ISSN 1438-8871
Wang, Zhengwei ORCID: 0000-0001-7706-553X, O'Dwyer, Kevin
ORCID: 0000-0001-7405-9679, Muddiman, Ryan
ORCID: 0000-0001-9369-749X, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, Camp Jr., Charles H.
ORCID: 0000-0002-5805-1842 and Hennelly, Bryan
ORCID: 0000-0003-1326-9642
(2022)
VECTOR: Very deep convolutional autoencoders for non-resonant background removal in broadband coherent anti-Stokes Raman scattering.
Journal of Raman Spectroscopy, 53
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pp. 1081-1093.
ISSN 0377-0486
Joshi, Shawn ORCID: 0000-0002-7938-6393, Weedon, Benjamin D.
ORCID: 0000-0001-6983-5119, Esser, Patrick
ORCID: 0000-0002-3227-0115, Liu, Yan‑Ci
ORCID: 0000-0002-3194-259X, Springett, Daniella N.
ORCID: 0000-0002-4478-827X, Meaney, Andy, Inacio, Mario, Delextrat, Anne
ORCID: 0000-0003-0876-6775, Kemp, Steve, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, Izad, Hooshang, Dawes, Helen
ORCID: 0000-0002-2933-5213 and Ayaz, Hasan
ORCID: 0000-0001-5514-2741
(2022)
Neuroergonomic assessment of developmental coordination disorder.
Scientific Reports, 12
.
ISSN 2045-2322
de Paor, Annraoi M. and Ward, Tomás E. ORCID: 0000-0002-6173-6607
(2022)
The Lapicque equation in neuroelectrical stimulation.
Lekar a technika – Clinician and Technology, 52
(1).
pp. 5-7.
ISSN 0301-5491
Brophy, Eoin, De Vos, Maarten ORCID: 0000-0002-3482-5145, Boylan, Geraldine
ORCID: 0000-0003-0920-5291 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2021)
Multivariate generative adversarial networks and their loss functions for synthesis of multichannel ECGs.
IEEE Access, 9
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pp. 158936-158945.
ISSN 2169-3536
Gu, Yingqi ORCID: 0000-0001-5807-6102, Zalkikar, Akshay, Liu, Mingming
ORCID: 0000-0002-8988-2104, Kelly, Lara, Hall, Amy
ORCID: 0000-0002-3461-2385, Daly, Kieran and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2021)
Predicting medication adherence using ensemble learning and deep
learning models with large scale healthcare data.
Scientific Reports, 11
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ISSN 2045-2322
Brophy, Eoin, De Vos, Maarten ORCID: 0000-0002-3482-5145, Boylan, Geraldine
ORCID: 0000-0003-0920-5291 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2021)
Estimation of continuous blood pressure from PPG via a federated learning approach.
Sensors, 21
(18).
ISSN 1424-8220
Barton, Sinead ORCID: 0000-0003-4915-7335, Alakkari, Salaheddin, O'Dwyer, Kevin
ORCID: 0000-0001-7405-9679, Ward, Tomás E.
ORCID: 0000-0002-6173-6607 and Hennelly, Bryan
ORCID: 0000-0003-1326-9642
(2021)
Convolution network with custom loss function for the denoising of low SNR Raman spectra.
Sensors, 21
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ISSN 1424-8220
Wang, Zhengwei ORCID: 0000-0001-7706-553X, She, Qi and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2021)
Generative adversarial networks in computer vision: a survey and taxonomy.
ACM Computing Surveys, 54
(2).
ISSN 0360-0300
Arthurs, Mel ORCID: 0000-0002-2642-4704, Dominguez Veiga, José Juan
ORCID: 0000-0002-6634-9606 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2021)
Accurate reaction times on smartphones: the challenges of developing a mobile psychomotor vigilance task.
In: ISWC '21: 2021 International Symposium on Wearable Computers, 21-26 Sept 2021, Online (USA).
ISBN 978-1-4503-8462-9
Azcona, David ORCID: 0000-0003-3693-7906, Moreu, Enric, Hu, Feiyan
ORCID: 0000-0001-7451-6438, Ward, Tomás E.
ORCID: 0000-0002-6173-6607 and Smeaton, Alan F.
ORCID: 0000-0003-1028-8389
(2020)
Predicting media memorability using ensemble models.
In: MediaEval 2019, 27 - 29 Oct 2019, Sophia Antipolis, France.
Wang, Zhengwei ORCID: 0000-0001-7706-553X, She, Qi, Smeaton, Alan F.
ORCID: 0000-0003-1028-8389, Ward, Tomás E.
ORCID: 0000-0002-6173-6607 and Healy, Graham
ORCID: 0000-0001-6429-6339
(2020)
Synthetic-Neuroscore: using a neuro-AI interface for evaluating generative adversarial networks.
Neurocomputing, 405
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pp. 26-36.
ISSN 0925-2312
de Paor, Annraoi and Ward, Tomás E. ORCID: 0000-0002-6173-6607
(2020)
Nested similarity in matrix theory.
Mathematical Proceedings of the Royal Irish Academy, 120A
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pp. 19-24.
Healy, Graham ORCID: 0000-0001-6429-6339, Wang, Zhengwei
ORCID: 0000-0001-7706-553X, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, Smeaton, Alan F.
ORCID: 0000-0003-1028-8389 and Gurrin, Cathal
ORCID: 0000-0003-2903-3968
(2019)
Experiences and insights from the collection of a novel multimedia EEG dataset.
In: 26th International Conference on Multimedia Modeling (MMM2020), 5-8 Jan 2020, Daejeon, Korea (Republic of).
ISBN 978-3-030-37733-5
Bin-Hezam, Reem and Ward, Tomás E. ORCID: 0000-0002-6173-6607
(2019)
A machine learning approach towards detecting dementia based on its modifiable risk factors.
International Journal of Advanced Computer Science and Applications, 10
(8).
ISSN 2158-107X
Almasoud, Marwa and Ward, Tomás E. ORCID: 0000-0002-6173-6607
(2019)
Detection of chronic kidney disease using machine learning algorithms with least number of predictors.
International Journal of Soft Computing and Its Applications, 10
(8).
ISSN 2074-8523
Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham
ORCID: 0000-0001-6429-6339, Smeaton, Alan F.
ORCID: 0000-0003-1028-8389 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2019)
Use of neural signals to evaluate the quality of generative adversarial network performance in facial image generation.
Cognitive Computation, 12
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pp. 13-24.
ISSN 1866-9964
Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham
ORCID: 0000-0001-6429-6339, Smeaton, Alan F.
ORCID: 0000-0003-1028-8389 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2019)
Spatial filtering pipeline evaluation of cortically coupled computer vision system for rapid serial visual presentation.
Brain-Computer Interfaces, 6
(4).
pp. 132-145.
ISSN 2326-263X
Arvaneh, Mahnaz ORCID: 0000-0002-5124-3497, Robertson, Ian H.
ORCID: 0000-0001-8637-561X and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2019)
A P300-based brain-computer interface for improving attention.
Frontiers in Human Neuroscience, 12
.
ISSN 1662-5161
Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei
ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan
ORCID: 0000-0002-6634-9606, Smeaton, Alan F.
ORCID: 0000-0003-1028-8389 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2018)
An interpretable machine vision approach to human activity recognition using photoplethysmograph sensor data.
In: Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2018), 6 -7 Dec 2018, Dublin, Ireland.
Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Corrigan, Owen
ORCID: 0000-0002-1840-982X, Dockree, Paul, Gurrin, Cathal
ORCID: 0000-0003-2903-3968, Healy, Graham
ORCID: 0000-0001-6429-6339, Hu, Feiyan
ORCID: 0000-0001-7451-6438, McGuinness, Kevin
ORCID: 0000-0003-1336-6477, Mohedano, Eva and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2018)
Dublin's participation in the predicting media memorability task at MediaEval 2018.
In: MediaEval Benchmarking Initiative for Multimedia Evaluation, 29-31 Oct 2018, Nice, France.
Barton, Sinead ORCID: 0000-0003-4915-7335, Ward, Tomás E.
ORCID: 0000-0002-6173-6607 and Hennelly, Bryan
ORCID: 0000-0003-1326-9642
(2018)
Algorithm for optimal denoising of Raman spectra.
Analytical Methods, 10
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pp. 3759-3769.
ISSN 1759-9660
Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei
ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan
ORCID: 0000-0002-6634-9606 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2018)
A machine vision approach to human activity recognition using photoplethysmograph sensor data.
In: 29th Irish Signals and Systems Conference, 21 - 22 June 2018, Belfast, Northern Ireland.
ISBN 987-1-5386-6046-1
O'Reilly, Martin ORCID: 0000-0003-2425-5393, Caulfield, Brian
ORCID: 0000-0003-0290-9587, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, Johnson, William
ORCID: 0000-0003-0525-6577 and Doherty, Cailbhe
ORCID: 0000-0002-5284-856X
(2018)
Wearable inertial sensor systems for lower limb exercise detection and evaluation: a systematic review.
Sports Medicine, 48
(5).
pp. 1221-1246.
ISSN 0112-1642
O'Reilly, Martin, Slevin, Patrick, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Caulfield, Brian
(2018)
A Wearable sensor-based Exercise biofeedback system: mixed methods evaluation of Formulift.
Journal of Internet Medical Research MHealth and UHealth, 6
(1).
ISSN 2291-5222
Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham
ORCID: 0000-0001-6429-6339, Smeaton, Alan F.
ORCID: 0000-0003-1028-8389 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2018)
A review of feature extraction and classification algorithms for image RSVP based BCI.
In: Tanaka, Toshihisa and Mahnaz, Arvaneh, (eds.)
Signal Processing and Machine Learning for Brain-Machine Interfaces.
Control, Robotics and Sensors
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The Institute of Engineering and Technology, pp. 243-270.
ISBN 978-1-78561-398-2
Healy, Graham ORCID: 0000-0001-6429-6339, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, Gurrin, Cathal
ORCID: 0000-0003-2903-3968 and Smeaton, Alan F.
ORCID: 0000-0003-1028-8389
(2017)
Overview of NTCIR-13 NAILS task.
In: The 13th NTCIR (2016 - 2017) Evaluation of Information Access Technologies June 2016 - December 2017 Conference, 5-8 Dec 2017, Tokyo, Japan.
Healy, Graham ORCID: 0000-0001-6429-6339, Wang, Zhengwei
ORCID: 0000-0001-7706-553X, Gurrin, Cathal
ORCID: 0000-0003-2903-3968, Ward, Tomás E.
ORCID: 0000-0002-6173-6607 and Smeaton, Alan F.
ORCID: 0000-0003-1028-8389
(2017)
An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies.
In: NeuroIIR 2017 - CHIIR Workshop on Challenges in Bringing Neuroscience to Research in Human-Information Interaction, 11 Mar 2017, Oslo, Noway.
Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham
ORCID: 0000-0001-6429-6339, Smeaton, Alan F.
ORCID: 0000-0003-1028-8389 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2016)
An investigation of triggering approaches for the rapid serial visual presentation paradigm in brain computer interfacing.
In: 27th Irish Signals and Systems Conference, 21-22 Jun 2016, Derry, UK.
Rovira-Borras, Carlos, Coyle, Shirley ORCID: 0000-0003-0493-8963, Corcoran, Brian, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, McCoy, Aaron, Stroiescu, Florin, Daly, Kieran and Diamond, Dermot
ORCID: 0000-0003-2944-4839
(2011)
Web-based sensor streaming wearable for respiratory monitoring applications.
In: IEEE Sensors, 28-31 Oct 2011, Limerick, Ireland.
Mitchell, Edmond, Coyle, Shirley ORCID: 0000-0003-0493-8963, O'Connor, Noel E.
ORCID: 0000-0002-4033-9135, Diamond, Dermot
ORCID: 0000-0003-2944-4839 and Ward, Tomás E.
ORCID: 0000-0002-6173-6607
(2010)
Breathing feedback system with wearable textile sensors.
In: Body Sensor Network 2010, 6-9 June, Singapore.
ISBN 978-0-7695-4065-8
Coyle, Shirley ORCID: 0000-0003-0493-8963, Mitchell, Edmond, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, May, Gregory, O'Connor, Noel E.
ORCID: 0000-0002-4033-9135 and Diamond, Dermot
ORCID: 0000-0003-2944-4839
(2010)
Textile sensors for personalized feedback.
In: IAPMA2010 - ECIR2010 workshop on information access for personal media archives, 28 March 2010, Milton Keynes, UK.
Coyle, Shirley ORCID: 0000-0003-0493-8963, Mitchell, Edmond, Ward, Tomás E.
ORCID: 0000-0002-6173-6607, O'Connor, Noel E.
ORCID: 0000-0002-4033-9135 and Diamond, Dermot
ORCID: 0000-0003-2944-4839
(2009)
Wearable sensors and feedback system to improve breathing technique.
In: UNCSR 1st Annual Symposium, 22 October, Dublin, Ireland.