Graham Healy received the B.Sc. degree (Hons.) in computer applications, in 2008, and the Ph.D. degree in brain–computer interfaces, in 2012. He worked as a Postdoctoral Researcher with The University of British Columbia, from 2012 to 2013, and The Insight Centre for Data Analytics, Dublin City University, in 2013, where he later became a Research Fellow, in 2017, and then became an Assistant Professor in computing, in 2019. He is currently an Assistant Professor with the School of Computing, Dublin City University. His research interests include the ways computerized systems can automatically detect things from people using signals, i.e., bioelectric, social, and collaborative, then do something useful with that information, and mix of basic-research with a practical focus on developing real-world applications.
Book Chapter
| Year | Publication | |
|---|---|---|
| 2020 | Cathal Gurrin, Hideo Joho, Frank Hopfgartner, Liting Zhou, Rami Albatal, Graham Healy, Duc-Tien Dang Nguyen (2020) 'Experiments in Lifelog Organisation and Retrieval at NTCIR' In: Evaluating Information Retrieval and Access Tasks. Springer, Singapore : Springer, Singapore. | |
| 2018 | Wang, Zhengwei and Healy, Graham and Smeaton, Alan F and Ward, Tomas E (2018) 'A review of feature extraction and classification algorithms for image RSVP based BCI' In: Signal processing and machine learning for brain-machine interfaces. Michael Faraday House, Stevenage : The Institute of Engineering and Technology. [Link] [DOI] |
Peer Reviewed Journal
| Year | Publication | |
|---|---|---|
| 2022 | Kilroy, D.;Healy., G.;Caton, S. (2022) 'Using Machine Learning to Improve Lead Times in the Identification of Emerging Customer Needs'. Ieee Access, . [Link] [DOI] | |
| 2020 | Le-Khac, P.H.;Healy, G.;Smeaton, A.F. (2020) 'Contrastive Representation Learning: A Framework and Review'. Ieee Access, 8 . [Link] [DOI] | |
| 2020 | Wang, Zhengwei and She, Qi and Smeaton, Alan F and Ward, Tomas E and Healy, Graham (2020) 'Synthetic-Neuroscore: Using a neuro-AI interface for evaluating generative adversarial networks'. . | |
| 2019 | Wang, Zhengwei and Healy, Graham and Smeaton, Alan F and Ward, Tomas E (2019) 'Spatial filtering pipeline evaluation of cortically coupled computer vision system for rapid serial visual presentation'. 5 :32-145. | |
| 2019 | Wang, Zhengwei and Healy, Graham and Smeaton, Alan and Ward, Tomas (2019) 'Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation'. . | |
| 2015 | Mohedano, Eva and Healy, Graham and McGuinness, Kevin and Gir\'o-i-Nieto, Xavier and O’Connor, Noel E and Smeaton, Alan F (2015) 'Improving object segmentation by using EEG signals and rapid serial visual presentation'. 74 (22):10137-10159. | |
| 2015 | Graham Healy , Lorraine Boran , Alan F. Smeaton (2015) 'Neural patterns of the implicit association test'. 9 . |
Conference Publication
| Year | Publication | |
|---|---|---|
| 2021 | Ly-Duyen Tran and Manh-Duy Nguyen and Thao-Nhu Nguyen and Graham Healy and Annalina Caputo and Binh T. Nguyen and Cathal Gurrin (2021) MultiMedia Modeling - 27th International Conference, MMM 2021, Prague, Czech Republic, June 22-24, 2021, Proceedings, Part II . In: Jakub Lokoc and Tom\'as Skopal and Klaus Schoeffmann and Vasileios Mezaris and Xirong Li and Stefanos Vrochidis and Ioannis Patras eds. A VR Interface for Browsing Visual Spaces at VBS2021 [Link] | |
| 2021 | Lorin Sweeney;Ana-Matran Fernandez;Sebastien Halder;Alba G. Seco de Herrera;Alan F. Smeaton;Graham Healy (2021) MediaEval 2021 Multimedia Benchmark Workshop Working Notes Proceedings of the MediaEval 2021 Worksh Overview of the EEG Pilot Subtask at MediaEval 2021: Predicting Media Memorability Online, [Link] [DOI] | |
| 2021 | Gurrin, C.;Jónsson, B.Þ.;Schöffmann, K.;Dang-Nguyen, D.T.;Lokoč, J.;Tran, M.T.;Hürst, W.;Rossetto, L.;Healy, G. (2021) ICMR 2021 - Proceedings of the 2021 International Conference on Multimedia Retrieval Introduction to the fourth annual lifelog search challenge, LSC'21 [Link] [DOI] | |
| 2021 | Nguyen, T.N.;Le, T.K.;Ninh, V.T.;Tran, M.T.;Thanh Binh, N.;Healy, G.;Caputo, A.;Gurrin, C. (2021) LSC 2021 - Proceedings of the 4th Annual Lifelog Search Challenge LifeSeeker 3.0: An Interactive Lifelog Search Engine for LSC'21 [Link] [DOI] | |
| 2021 | Sweeney, L.;Healy, G.;Smeaton, A.F. (2021) Proceedings - International Workshop on Content-Based Multimedia Indexing The Influence of Audio on Video Memorability with an Audio Gestalt Regulated Video Memorability System [Link] [DOI] | |
| 2021 | Tran, L.D.;Nguyen, M.D.;Nguyen, T.N.;Healy, G.;Caputo, A.;Nguyen, B.T.;Gurrin, C. (2021) A VR Interface for Browsing Visual Spaces at VBS2021 [Link] [DOI] | |
| 2021 | Lorin Sweeney;Graham Healy;Alan F. Smeaton (2021) MediaEval 2021 Multimedia Benchmark Workshop Working Notes Proceedings of the MediaEval 2021 Worksh Predicting Media Memorability: Comparing Visual, Textual, and Auditory Features Online, [Link] [DOI] | |
| 2021 | Rukiye Savran Kızıltepe;Mihai Gabriel Constantin;Claire-Helene Demarty;Graham Healy;Camilo Fosco;Alba García Seco De Herrera;Sebastian Halder;Bogdan Ionescu;Ana Matran-Fernandez;Alan F. Smeaton;Lorin Sweeney (2021) MediaEval 2021 Multimedia Benchmark Workshop Working Notes Proceedings of the MediaEval 2021 Worksh Overview of The MediaEval 2021 Predicting Media Memorability Task Online, [Link] [DOI] | |
| 2020 | Akanksha Rajpute, Tejal Nijai, Graham Healy (2020) Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science An Investigation of Transfer Learning for a Lifelog Dataset | |
| 2020 | Tu-Khiem Le, Manh-Duy Nguyen, Ly-Duyen Tran, Van-Tu Ninh, Cathal Gurrin, Graham Healy (2020) Proceedings of the NTCIR-15 Conference DCU team at the NTCIR-15 Micro-activity Retrieval Task | |
| 2020 | Arwa Alghamdi, Graham Healy, Hoda Abdelhafez (2020) 2020 2nd Novel Intelligent and Leading Emerging Sciences Conference (NILES) Real Time Blind Audio Source Separation Based on Machine Learning Algorithms | |
| 2020 | Tu-Khiem Le, Van-Tu Ninh, Liting Zhou, Minh-Huy Nguyen-Ngoc, Huu-Duc Trinh, Nguyen-Hien Tran, Luca Piras, Michael Riegler, Pål Halvorsen, Mathias Lux, Minh-Triet Tran, Graham Healy, Cathal Gurrin, Duc-Tien Dang-Nguyen (2020) ImageCLEFlifelog 2020 Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data | |
| 2020 | Graham Healy, Tu-Khiem Le, Hideo Joho, Frank Hopfgartner, Cathal Gurrin (2020) NTCIR-15: Evaluation of Information Access Technologies Overview of NTCIR-15 MART | |
| 2020 | David Kilroy, Simon Caton, Graham Healy (2020) Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science Finding Short Lived Events on Social Media | |
| 2020 | Wang, Zhengwei and She, Qi and Smeaton, Alan F and Ward, Tomas E and Healy, Graham (2020) ICLR 2020 Workshop on Bridging AI and Cognitive Science (BAICS) A Neuro-AI interface for evaluating generative adversarial networks | |
| 2020 | van der Werff,Lisa;O'Shea,Deirdre;Healy,Graham;Buckley,Finian;Lynn,Theo (2020) 80th Annual Meeting of the Academy of Management The Neuroscience of Trust Violation Canada, | |
| 2020 | Healy, Graham and Wang, Zhengwei and Ward, Tomas and Smeaton, Alan and Gurrin, Cathal (2020) International Conference on Multimedia Modeling Experiences and Insights from the Collection of a Novel Multimedia EEG Dataset | |
| 2020 | Le, Tu-Khiem and Ninh, Van-Tu and Tran, Minh-Triet and Nguyen, Thanh-An and Nguyen, Hai-Dang and Zhou, Liting and Healy, Graham and Gurrin, Cathal (2020) Proceedings of the Third Annual Workshop on Lifelog Search Challenge LifeSeeker 2.0: Interactive Lifelog Search Engine at LSC 2020 | |
| 2020 | Healy G.;Wang Z.;Ward T.;Smeaton A.;Gurrin C. (2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Experiences and Insights from the Collection of a Novel Multimedia EEG Dataset [DOI] | |
| 2019 | Nguyen, Son P and Le, Dien H and Pham, Uyen H and Crane, Martin and Healy, Graham and Gurrin, Cathal (2019) Proceedings of the ACM Workshop on Lifelog Search Challenge VieLens, An Interactive Search engine for LSC2019 | |
| 2019 | Gurrin, Cathal and Joho, Hideo and Hopfgartner, Frank and Zhou, Liting and Ninh, Van-Tu and Le, Tu-Khiem and Albatal, Rami and Dang-Nguyen, Duc-Tien and Healy, Graham (2019) NII Conference on Testbeds and Community for Information Access Research Advances in Lifelog Data Organisation and Retrieval at the NTCIR-14 Lifelog-3 Task | |
| 2019 | Ninh, Van-Tu and Le, Tu-Khiem and Zhou, Liting and Healy, Graham and Tran, Minh-Triet and Dang-Nguyen, Duc-Tien and Smyth, Sinead and Gurrin, Cathal (2019) The Fourteenth NTCIR Conference (NTCIR-14) A baseline interactive retrieval engine for the NTICR-14 lifelog-3 semantic access task | |
| 2019 | Ninh, Van-Tu and Le, Tu-Khiem and Zhou, Liting and Healy, Graham and Venkataraman, Kaushik and Tran, Minh-Triet and Dang-Nguyen, Duc-Tien and Smyth, Sinead and Gurrin, Cathal (2019) NII Conference on Testbeds and Community for Information Access Research A Baseline Interactive Retrieval Engine for Visual Lifelogs at the NTCIR-14 Lifelog-3 Task | |
| 2019 | Cathal Gurrin, Hideo Joho, Frank Hopfgartner, Liting Zhou, Van-Tu Ninh, Tu-Khiem Le, Rami Albatal, Duc Tien Dang Nguyen and Graham Healy (2019) The 14th NTCIR Conference Evaluation of Information Access Technologies Overview of the NTCIR-14 Lifelog-3 Task | |
| 2018 | Smeaton, Alan F and Corrigan, Owen and Dockree, Paul and Gurrin, Cathal and Healy, Graham and Hu, Feiyan and McGuinness, Kevin and Mohedano, Eva and Ward, Tom\'as E (2018) MediaEval 2018 Workshop Dublin's participation in the predicting media memorability task at MediaEval 2018 | |
| 2017 | Healy, Graham and Ward, Tomas and Gurrin, Cathal and Smeaton, Alan F (2017) Proceedings of the 13th NTCIR Conference on Evaluation of Information Access Technologies, Tokyo Japan Overview of NTCIR-13 NAILS Task | |
| 2017 | Healy, Graham and Wang, Zhengwei and Gurrin, Cathal and Ward, Tom\'as E and Smeaton, Alan F (2017) NeuroIIR 2017 - CHIIR Workshop on Challenges in Bringing Neuroscience to Research in Human-Information Interaction, 11 Mar 2017, Oslo, Noway An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies | |
| 2016 | Healy, Graham F and Gurrin, Cathal and Smeaton, Alan F (2016) MultiMedia Modeling, Proceedings of, Miami, Fl Informed Perspectives on Human Annotation Using Neural Signals | |
| 2016 | Sikander, Daud and Arvaneh, Mahnaz and Amico, Francesco and Healy, Graham and Ward, Tomas and Kearney, Damien and Mohedano, Eva and Fagan, Jennifer and Yek, John and Smeaton, Alan F and others (2016) Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2016 Asia-Pacific Predicting risk of suicide using resting state heart rate | |
| 2016 | Wang, Zhengwei and Healy, Graham and Smeaton, Alan F and Ward, Tomas E (2016) In: 27th Irish Signals and Systems Conference, Londonderry, Northern Ireland An investigation of triggering approaches for the rapid serial visual presentation paradigm in brain computer interfacing | |
| 2016 | Amico, Francesco and Healy, Graham and Arvaneh, Mahnaz and Kearney, Damien and Mohedano, Eva and Roddy, Darren and Yek, John and Smeaton, A and Brophy, Justin (2016) 24th European congress of Psychiatry EPA2016 Multimodal Validation of Facial Expression Detection Software, for Real-time Monitoring of Affect in Patients with Suicidal Intent | |
| 2016 | Wang, Zhengwei;Healy, Graham;Smeaton, Alan F.;Ward, Tomas E. (2016) 2016 27TH IRISH SIGNALS AND SYSTEMS CONFERENCE (ISSC) An Investigation of Triggering Approaches for the Rapid Serial Visual Presentation Paradigm in Brain Computer Interfacing | |
| 2016 | Sikander, Daud and Arvaneh, Mahnaz and Amico, Francesco and Healy, Graham and Ward, Tomas and Kearney, Damien and Mohedano, Eva and Fagan, Jennifer and Yek, John and Smeaton, Alan F and others (2016) 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) Predicting risk of suicide using resting state heart rate | |
| 2015 | Mohedano, Eva and McGuinness, Kevin and Healy, Graham and O'Connor, Noel E and Smeaton, Alan F and Salvador, Amaia and Porta, Sergi and Gir\'o-i-Nieto, Xavier (2015) Proceedings of the 5th ACM on International Conference on Multimedia Retrieval Exploring EEG for object detection and retrieval | |
| 2015 | Mohedano E.;McGuinness K.;Healy G.;O'Connor N.;Smeaton A.;Salvador A.;Porta S.;Giró-I-nieto X. (2015) ICMR 2015 - Proceedings of the 2015 ACM International Conference on Multimedia Retrieval Exploring EEG for object detection and retrieval [DOI] | |
| 2014 | Mohedano, Eva and Healy, Graham and McGuinness, Kevin and Gir\'o-i-Nieto, Xavier and O'Connor, Noel E and Smeaton, Alan F (2014) Proceedings of the 22nd ACM international conference on Multimedia Object segmentation in images using EEG signals | |
| 2013 | Hebbalaguppe, R;McGuinness, K;Kuklyte, J;Healy, G;O'Connor, N;Smeaton, A (2013) 2013 1ST IEEE WORKSHOP ON USER-CENTERED COMPUTER VISION (UCCV) How Interaction Methods Affect Image Segmentation: User Experience in the Task | |
| 2012 | Bourke, Steven and Healy, Graham and Smeaton, Alan F and Smyth, Barry (2012) iHCI 2012: Irish Human Computer Interaction Conference 2012, Galway, June 20-21 Introducing social networks and brain computer interaction | |
| 2011 | Healy, Graham;Smeaton, Alan F. (2011) 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) Eye Fixation Related Potentials in a Target Search Task | |
| 2011 | Healy, Graham and Smeaton, Alan F (2011) Proceedings of HCI 2011 The 25th BCS Conference on Human Computer Interaction 25 Optimising the number of channels in eeg-augmented image search | |
| 2009 | Healy, Graham and Smeaton, Alan F (2009) Proceedings of the 17th ACM international conference on Multimedia An outdoor spatially-aware audio playback platform exemplified by a virtual zoo | |
| 2009 | Healy, Graham and Smeaton, Alan F (2009) 2009 Tenth International Conference on Mobile Data Management: Systems, Services and Middleware Spatially augmented audio delivery: Applications of spatial sound awareness in sensor-equipped indoor environments | |
| 2009 | Gaffney, Mark and O'Flynn, Brendan and Mathewson, Alan and Buckley, John and Barton, John and Angove, Philip and V\vcel\'ak, Jan and \'O Conaire, Ciar\'an and Healy, Graham and Moran, Kieran A and others (2009) Proc. IMAPS-CPMT Poland 2009, Gliwice--Pszczyna, Poland, 22-24 Sept, 2009 Wearable wireless inertial measurement for sports applications |
Conference Contribution
Certain data included herein are derived from the © Web of Science (2022) of Clarivate. All rights reserved.
Outreach Activities
Research Interests
My research interests lie in data analytics and human-computer interaction with particular focus on novel interaction paradigms and data indexing/processing strategies:
- Data Analytics: statistics, visualisation, machine learning, and industry-applied application.
- Brain-computer Interfaces: interaction paradigms, signal detection strategies, detecting cognitive responses, and applications research.
- Information Retrieval: indexing/processing strategies, semantic analysis, data mining, and machine learning.
- Eye-tracking Interfaces: gaze detection, target detection in search activities, and combined eye-tracking EEG analysis.