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Scopus Author ID: 35069552200
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Employment (7)

Dublin City University: Dublin, IE

2019-01-01 to present | Assistant Professor (School of Computing)
Employment
Source: Self-asserted source
Graham Healy

Dublin City University: Dublin, IE

2017-01-01 to 2018-12-31 | Research Fellow (School of Computing / Insight)
Employment
Source: Self-asserted source
Graham Healy

Dublin City University: Dublin, IE

2013-10-01 to 2016-12-31 | Postdoctoral Researcher (School of Computing / Insight)
Employment
Source: Self-asserted source
Graham Healy

National University of Ireland Maynooth: Maynooth, IE

2016-09-26 to 2016-12-12 | Occasional Lecturer (Computer Networks CS320) (Department of Computer Science)
Employment
Source: Self-asserted source
Graham Healy

Northeastern University Software College: Shenyang, Liaoning, CN

2015-11-18 to 2015-12-10 | Occasional Lecturer (Department of Computer Science)
Employment
Source: Self-asserted source
Graham Healy

University of British Columbia: Vancouver, BC, CA

2012-11-05 to 2013-09-30 | Postdoctoral Researcher (Department of Psychology)
Employment
Source: Self-asserted source
Graham Healy

Dublin City University: Dublin, IE

2012-01-01 to 2012-03-31 | Postdoctoral Researcher (School of Computing)
Employment
Source: Self-asserted source
Graham Healy

Education and qualifications (2)

Dublin City University: Dublin, Dublin, IE

2008-10-01 to 2011-12-19 | PhD (School of Computing)
Education
Source: Self-asserted source
Graham Healy

Dublin City University: Dublin, Dublin, IE

2004-09-27 to 2008-05-27 | Computer Applications - Software Engineering (School of Computing)
Education
Source: Self-asserted source
Graham Healy

Funding (2)

Productised Machine-learning for targeted Facebook advertising on the XtremePush platform

2018-01 to 2018-12 | Grant
Enterprise Ireland (Dublin, IE)
GRANT_NUMBER:

IP/2017/0675
Source: Self-asserted source
Graham Healy

Feasibility assessment of data suitability for productized machine- learning on the Xtremepush platform

2017-04 to 2017-10 | Grant
Enterprise Ireland (Dublin, IE)
GRANT_NUMBER:

IP/2017/0584Y
Source: Self-asserted source
Graham Healy

Works (50 of 68)

Items per page:
Page 1 of 2

VEAGLE: Eye Gaze-Assisted Guidance for Video Browser Showdown

2025 | Book chapter
DOI: 10.1007/978-981-96-2074-6_42
Contributors: Thang-Long Nguyen-Ho; Viet-Tham Huynh; Onanong Kongmeesub; Minh-Triet Tran; Dongyun Nie; Graham Healy; Cathal Gurrin
Source: check_circle
Crossref

An investigation of pre-stimulus eeg for prediction of driver reaction time

Biomedical Physics & Engineering Express
2025-05-30 | Journal article
DOI: 10.1088/2057-1976/adbf25
Contributors: Shams Ur Rahman; Noel O’Connor; Joe Lemley; Graham Healy
Source: check_circle
Crossref

Gestational Diabetes Diagnoses in Electronic Health Records: A Three-Step Study of Label Accuracy and Its Impact on Machine Learning Models for Early Prediction (Preprint)

2025-02-21 | Preprint
DOI: 10.2196/preprints.72938
Contributors: Mark Germaine; Amy C O'Higgins; Brendan Egan; Graham Healy
Source: check_circle
Crossref

DERCo: A Dataset for Human Behaviour in Reading Comprehension Using EEG

Scientific Data
2024-10-09 | Journal article
DOI: 10.1038/s41597-024-03915-8
Contributors: Boi Mai Quach; Cathal Gurrin; Graham Healy
Source: check_circle
Crossref

From lab to life: assessing the impact of real-world interactions on the operation of rapid serial visual presentation-based brain-computer interfaces

Journal of Neural Engineering
2024-08-01 | Journal article
DOI: 10.1088/1741-2552/ad5d17
Contributors: Muhammad Ahsan Awais; Tomas Ward; Peter Redmond; Graham Healy
Source: check_circle
Crossref

EAGLE: Eyegaze-Assisted Guidance and Learning Evaluation for Lifeloging Retrieval

2024-06-10 | Conference paper
DOI: 10.1145/3643489.3661115
Contributors: Thang-Long Nguyen-Ho; Onanong Kongmeesub; Minh-Triet Tran; Dongyun Nie; Graham Healy; Cathal Gurrin
Source: check_circle
Crossref

LifeInsight2.0: An Enhanced Approach for Automated Lifelog Retrieval in LSC'24

2024-06-10 | Conference paper
DOI: 10.1145/3643489.3661112
Contributors: Gia Huy Vuong; Van-Son Ho; Tien Thanh Nguyen Dang; Xuan-Dang Thai; Thang-Long Nguyen-Ho; Minh-Khoi Pham; Tu-Khiem Le; Van-Tu Ninh; Graham Healy; Cathal Gurrin et al.
Source: check_circle
Crossref

Introduction to the Seventh Annual Lifelog Search Challenge, LSC'24

2024-05-30 | Conference paper
DOI: 10.1145/3652583.3658891
Contributors: Cathal Gurrin; Liting Zhou; Graham Healy; Werner Bailer; Duc-Tien Dang Nguyen; Steve Hodges; Björn Þór Jónsson; Jakub Lokoč; Luca Rossetto; Minh-Triet Tran et al.
Source: check_circle
Crossref

Reconciling the Rift Between Recognition and Recall: Insights from a Video Memorability Drawing Experiment

2024-05-30 | Conference paper
DOI: 10.1145/3652583.3657584
Contributors: Lorin Sweeney; Graham Healy; Alan Smeaton
Source: check_circle
Crossref

Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021

IEEE Access
2023 | Journal article | Author
DOI: 10.1109/access.2023.3248284
Part of ISSN: 2169-3536
Contributors: Allie Tran; Manh-Duy Nguyen; Duc Tien Dang Nguyen; Silvan Heller; Florian Spiess; Jakub Lokoč; Ladislav Peška; Thao-Nhu Nguyen; Omar Shahbaz Khan; Aaron Duane et al.
Source: Self-asserted source
Graham Healy

VideoCLIP: An Interactive CLIP-based Video Retrieval System at VBS2023

MultiMedia Modeling
2023 | Conference paper
DOI: 10.1007/978-3-031-27077-2_57
Part of ISBN: 9783031270765
Part of ISBN: 9783031270772
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Thao-Nhu Nguyen; Bunyarit Puangthamawathanakun; Annalina Caputo; Graham Healy; Binh T. Nguyen; Chonlameth Arpnikanondt; Cathal Gurrin
Source: Self-asserted source
Graham Healy

NewsInsight: A Comprehensive Video Event Retrieval System with Spatial Insights and Query Assistance

2023-12-07 | Conference paper
DOI: 10.1145/3628797.3628805
Contributors: Gia-Huy Vuong; Van-Son Ho; Tien-Thanh Nguyen-Dang; Xuan-Dang Thai; Van-Tu Ninh; Minh-Khoi Pham; Tu-Khiem Le; Graham Healy; Minh-Triet Tran
Source: check_circle
Crossref

The neuroscience of trust violation: Differential activation of the default mode network in ability, benevolence and integrity breaches

Applied Psychology
2023-10 | Journal article
DOI: 10.1111/apps.12437
Contributors: Lisa van der Werff; Deirdre O'Shea; Graham Healy; Finian Buckley; Colette Real; Michael Keane; Theo Lynn
Source: check_circle
Crossref

Efficient Search with an Interactive Video Retrieval System for Novice Users in IVR4B

2023-09-20 | Conference paper
DOI: 10.1145/3617233.3617273
Contributors: Thao-Nhu Nguyen; Bunyarit Puangthamawathanakun; Chonlameth Arpnikanondt; Cathal Gurrin; Annalina Caputo; Graham Healy
Source: check_circle
Crossref

Memories in the Making: Predicting Video Memorability with Encoding Phase EEG

2023-09-20 | Conference paper
DOI: 10.1145/3617233.3617266
Contributors: Lorin Sweeney; Alan Smeaton; Graham Healy
Source: check_circle
Crossref

Towards Face De-identification for Wearable Cameras

2023-09-20 | Conference paper
DOI: 10.1145/3617233.3617276
Contributors: Bunyarit Puangthamawathanakun; Chonlameth Arpnikanondt; Worarat Krathu; Graham Healy; Cathal Gurrin
Source: check_circle
Crossref

E-LifeSeeker: An Interactive Lifelog Search Engine for LSC’23

2023-06-12 | Conference paper
DOI: 10.1145/3592573.3593098
Contributors: Thao-Nhu Nguyen; Tu-Khiem Le; Van-Tu Ninh; Cathal Gurrin; Minh-Triet Tran; Thanh Binh Nguyen; Graham Healy; Annalina Caputo; Sinead Smyth
Source: check_circle
Crossref

Introduction to the Sixth Annual Lifelog Search Challenge, LSC’23

2023-06-12 | Conference paper
DOI: 10.1145/3591106.3592304
Contributors: Cathal Gurrin; Björn Þór Jónsson; Duc Tien Dang Nguyen; Graham Healy; Jakub Lokoc; Liting Zhou; Luca Rossetto; Minh-Triet Tran; Wolfgang Hürst; Werner Bailer et al.
Source: check_circle
Crossref

LifeInsight: An Interactive Lifelog Retrieval System with Comprehensive Spatial Insights and Query Assistance

2023-06-12 | Conference paper
DOI: 10.1145/3592573.3593106
Contributors: Tien-Thanh Nguyen-Dang; Xuan-Dang Thai; Gia-Huy Vuong; Van-Son Ho; Minh-Triet Tran; Van-Tu Ninh; Minh-Khoi Pham; Tu-Khiem Le; Graham Healy
Source: check_circle
Crossref

An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices

Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence
2022 | Conference paper
DOI: 10.1007/978-3-031-08530-7_77
Part of ISBN: 9783031085291
Part of ISBN: 9783031085307
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Van-Tu Ninh; Manh-Duy Nguyen; Sinéad Smyth; Minh-Triet Tran; Graham Healy; Binh T. Nguyen; Cathal Gurrin
Source: Self-asserted source
Graham Healy

AVSeeker: An Active Video Retrieval Engine at VBS2022

MultiMedia Modeling
2022 | Conference paper
DOI: 10.1007/978-3-030-98355-0_51
Part of ISBN: 9783030983543
Part of ISBN: 9783030983550
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Tu-Khiem Le; Van-Tu Ninh; Mai-Khiem Tran; Graham Healy; Cathal Gurrin; Minh-Triet Tran
Source: Self-asserted source
Graham Healy

Using Machine Learning to Improve Lead Times in the Identification of Emerging Customer Needs

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3165043
Contributors: David Kilroy; Graham Healy; Simon Caton
Source: check_circle
Crossref

Videofall - A Hierarchical Search Engine for VBS2022

MultiMedia Modeling
2022 | Conference paper
DOI: 10.1007/978-3-030-98355-0_48
Part of ISBN: 9783030983543
Part of ISBN: 9783030983550
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Thao-Nhu Nguyen; Bunyarit Puangthamawathanakun; Graham Healy; Binh T. Nguyen; Cathal Gurrin; Annalina Caputo
Source: Self-asserted source
Graham Healy

Using Pre-stimulus EEG to Predict Driver Reaction Time To Road Events

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022-07-11 | Conference paper
DOI: 10.1109/embc48229.2022.9870904
Contributors: Shams Ur Rahman; Noel O'Connor; Joe Lemley; Graham Healy
Source: Self-asserted source
Graham Healy

Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22

OpenAlex
2022-06-27 | Other
DOI: 10.60692/7dwad-65j69
Contributors: Cathal Gurrin; Liting Zhou; Graham Healy; Björn Þór Jónsson; Duc Tien Dang Nguyen; Jakub Lokoc; Minh-Triet Tran; Wolfgang Hürst; Luca Rossetto; Klaus Schöffmann
Source: check_circle
DataCite

Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22

OpenAlex
2022-06-27 | Other
DOI: 10.60692/56g82-78t77
Contributors: Cathal Gurrin; Liting Zhou; Graham Healy; Björn Þór Jónsson; Duc Tien Dang Nguyen; Jakub Lokoc; Minh-Triet Tran; Wolfgang Hürst; Luca Rossetto; Klaus Schöffmann
Source: check_circle
DataCite

Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22

Proceedings of the 2022 International Conference on Multimedia Retrieval
2022-06-27 | Conference paper
DOI: 10.1145/3512527.3531439
Contributors: Cathal Gurrin; Liting Zhou; Graham Healy; Björn Þór Jónsson; Duc-Tien Dang-Nguyen; Jakub Lokoć; Minh-Triet Tran; Wolfgang Hürst; Luca Rossetto; Klaus Schöffmann
Source: Self-asserted source
Graham Healy

A VR Interface for Browsing Visual Spaces at VBS2021

MultiMedia Modeling
2021 | Conference paper
DOI: 10.1007/978-3-030-67835-7_50
Part of ISBN: 9783030678340
Part of ISBN: 9783030678357
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Ly-Duyen Tran; Manh-Duy Nguyen; Thao-Nhu Nguyen; Graham Healy; Annalina Caputo; Binh T. Nguyen; Cathal Gurrin
Source: Self-asserted source
Graham Healy

Experiments in Lifelog Organisation and Retrieval at NTCIR

Evaluating Information Retrieval and Access Tasks
2021 | Journal article
DOI: 10.1007/978-981-15-5554-1_13
Part of ISBN: 9789811555534
Part of ISBN: 9789811555541
Part of ISSN: 1871-7500
Part of ISSN: 2730-6836
Contributors: Cathal Gurrin; Hideo Joho; Frank Hopfgartner; Liting Zhou; Rami Albatal; Graham Healy; Duc-Tien Dang Nguyen
Source: Self-asserted source
Graham Healy

An annotated video dataset for computing video memorability

Data in Brief
2021-12 | Journal article
DOI: 10.1016/j.dib.2021.107671
Part of ISSN: 2352-3409
Contributors: Rukiye Savran Kiziltepe; Lorin Sweeney; Mihai Gabriel Constantin; Faiyaz Doctor; Alba Garcia Seco de Herrera; Claire-Héléne Demarty; Graham Healy; Bogdan Ionescu; Alan F. Smeaton
Source: Self-asserted source
Graham Healy

Introduction to the Fourth Annual Lifelog Search Challenge, LSC'21

Proceedings of the 2021 International Conference on Multimedia Retrieval
2021-08-24 | Conference paper
DOI: 10.1145/3460426.3470945
Contributors: Cathal Gurrin; Björn Þór Jónsson; Klaus Schöffmann; Duc-Tien Dang-Nguyen; Jakub Lokoč; Minh-Triet Tran; Wolfgang Hürst; Luca Rossetto; Graham Healy
Source: Self-asserted source
Graham Healy

The Influence of Audio on Video Memorability with an Audio Gestalt Regulated Video Memorability System

2021 International Conference on Content-Based Multimedia Indexing (CBMI)
2021-06-28 | Conference paper
DOI: 10.1109/cbmi50038.2021.9461903
Contributors: Lorin Sweeney; Graham Healy; Alan F. Smeaton
Source: Self-asserted source
Graham Healy

Contrastive Representation Learning: A Framework and Review

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3031549
Contributors: Phuc H. Le-Khac; Graham Healy; Alan F. Smeaton
Source: check_circle
Crossref

Experiences and Insights from the Collection of a Novel Multimedia EEG Dataset

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
DOI: 10.1007/978-3-030-37734-2_39
EID:

2-s2.0-85080860571
Contributors: Healy, G.; Wang, Z.; Ward, T.; Smeaton, A.; Gurrin, C.
Source: Self-asserted source
Graham Healy via Scopus - Elsevier

Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation

Cognitive Computation
2020 | Journal article
DOI: 10.1007/s12559-019-09670-y
EID:

2-s2.0-85070320422
Contributors: Wang, Z.; Healy, G.; Smeaton, A.F.; Ward, T.E.
Source: Self-asserted source
Graham Healy via Scopus - Elsevier

A Baseline Interactive Retrieval Engine for Visual Lifelogs at the NTCIR-14 Lifelog-3 Task

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
DOI: 10.1007/978-3-030-36805-0_3
EID:

2-s2.0-85076963719
Contributors: Ninh, V.-T.; Le, T.-K.; Zhou, L.; Healy, G.; Venkataraman, K.; Tran, M.-T.; Dang-Nguyen, D.-T.; Smyth, S.; Gurrin, C.
Source: Self-asserted source
Graham Healy via Scopus - Elsevier

Advances in Lifelog Data Organisation and Retrieval at the NTCIR-14 Lifelog-3 Task

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
DOI: 10.1007/978-3-030-36805-0_2
EID:

2-s2.0-85076976139
Contributors: Gurrin, C.; Joho, H.; Hopfgartner, F.; Zhou, L.; Ninh, V.-T.; Le, T.-K.; Albatal, R.; Dang-Nguyen, D.-T.; Healy, G.
Source: Self-asserted source
Graham Healy via Scopus - Elsevier

VieLens, An Interactive Search engine for LSC2019

LSC 2019 - Proceedings of the ACM Workshop on Lifelog Search Challenge
2019 | Conference paper
DOI: 10.1145/3326460.3329161
EID:

2-s2.0-85067998798
Contributors: Nguyen, S.P.; Le, D.H.; Pham, U.H.; Crane, M.; Healy, G.; Gurrin, C.
Source: Self-asserted source
Graham Healy via Scopus - Elsevier

Dublin's participation in the predicting media memorability task at MediaEval 2018

CEUR Workshop Proceedings
2018 | Conference paper
EID:

2-s2.0-85059851166
Contributors: Smeaton, A.F.; Corrigan, O.; Dockree, P.; Gurrin, C.; Healy, G.; Hu, F.; McGuinness, K.; Mohedano, E.; Ward, T.
Source: Self-asserted source
Graham Healy via Scopus - Elsevier

Spatial filtering pipeline evaluation of cortically coupled computer vision system for rapid serial visual presentation

Brain-Computer Interfaces
2018-10-02 | Journal article
DOI: 10.1080/2326263X.2019.1568821
Contributors: Zhengwei Wang; Graham Healy; Alan F. Smeaton; Tomas E. Ward
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Review of Feature Extraction and Classification Algorithms for Image RSVP based BCI

Signal Processing and Machine Learning for Brain-Machine Interfaces, IET
2018-08 | Book chapter
Source: Self-asserted source
Graham Healy

An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies

NeuroIIR 2017 - CHIIR Workshop on Challenges in Bringing Neuroscience to Research in Human-Information Interaction, 11 Mar 2017, Oslo, Noway.
2017 | Conference paper
Source: Self-asserted source
Graham Healy

Overview of NTCIR-13 NAILS task

Proceedings of the 13th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR-13, Tokyo, Japan
2017 | Conference paper
Source: Self-asserted source
Graham Healy

Predicting risk of suicide using resting state heart rate

2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016
2017 | Conference paper
DOI: 10.1109/APSIPA.2016.7820833
EID:

2-s2.0-85013808813
Contributors: Sikander, D.; Arvaneh, M.; Amico, F.; Healy, G.; Ward, T.; Kearney, D.; Mohedano, E.; Fagan, J.; Yek, J.; Smeaton, A.F. et al.
Source: Self-asserted source
Graham Healy via Scopus - Elsevier

Informed Perspectives on Human Annotation Using Neural Signals

MultiMedia Modeling
2016 | Other
DOI: 10.1007/978-3-319-27674-8_28
Part of ISBN: 9783319276731
Part of ISSN: 0302-9743
Contributors: Graham F. Healy; Cathal Gurrin; Alan F. Smeaton
Source: Self-asserted source
Graham Healy via Crossref Metadata Search
grade
Preferred source (of 2)‎

Multimodal validation of facial expression detection software for real-time monitoring of affect in patients with suicidal intent

European Psychiatry
2016 | Conference poster
Source: Self-asserted source
Graham Healy

Predicting risk of suicide using resting state heart rate

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2016 Asia-Pacific
2016 | Conference paper
Source: Self-asserted source
Graham Healy

An investigation of triggering approaches for the rapid serial visual presentation paradigm in brain computer interfacing

2016 27th Irish Signals and Systems Conference (ISSC)
2016-06 | Conference paper
DOI: 10.1109/issc.2016.7528466
Part of ISBN: 9781509034093
Contributors: Zhengwei Wang; Graham Healy; Alan F. Smeaton; Tomas E. Ward
Source: Self-asserted source
Graham Healy via Crossref Metadata Search
grade
Preferred source (of 2)‎

EEG-based saliency maps

Women in Computer Vision workshop, CVPR, 7-12 June 2015, Boston, MA
2015 | Conference poster
Source: Self-asserted source
Graham Healy

Exploring EEG for Object Detection and Retrieval

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval - ICMR '15
2015 | Conference paper
DOI: 10.1145/2671188.2749368
Part of ISBN: 9781450332743
Contributors: Eva Mohedano; Kevin McGuinness; Graham Healy; Noel E. O'Connor; Alan F. Smeaton; Amaia Salvador; Sergi Porta; Xavier Giró-i-Nieto
Source: Self-asserted source
Graham Healy via Crossref Metadata Search
grade
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