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Graham Healy

Graham F. Healy

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affiliation: Dublin City University, Ireland

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Journal Articles

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2023
[j7]
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Ly-Duyen Tran, Manh-Duy Nguyen, Duc-Tien Dang-Nguyen, Silvan Heller, Florian Spiess, Jakub Lokoc, Ladislav Peska, Thao-Nhu Nguyen, Omar Shahbaz Khan, Aaron Duane, Björn Þór Jónsson, Luca Rossetto, An-Zi Yen, Ahmed Alateeq, Naushad Alam, Minh-Triet Tran, Graham Healy, Klaus Schoeffmann, Cathal Gurrin:
Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021. IEEE Access 11: 30982-30995 (2023)
[j6]
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Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Annalina Caputo, Graham Healy, Sinéad Smyth, Minh-Triet Tran, Binh T. Nguyen:
LifeSeeker: an interactive concept-based retrieval system for lifelog data. Multim. Tools Appl. 82(24): 37855-37876 (2023)
2022
[j5]
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David Kilroy, Graham Healy, Simon Caton:
Using Machine Learning to Improve Lead Times in the Identification of Emerging Customer Needs. IEEE Access 10: 37774-37795 (2022)
2020
[j4]
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Phuc H. Le-Khac, Graham Healy, Alan F. Smeaton:
Contrastive Representation Learning: A Framework and Review. IEEE Access 8: 193907-193934 (2020)
[j3]
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Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomás E. Ward:
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation. Cogn. Comput. 12(1): 13-24 (2020)
[j2]
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Zhengwei Wang, Qi She, Alan F. Smeaton, Tomás E. Ward, Graham Healy:
Synthetic-Neuroscore: Using a neuro-AI interface for evaluating generative adversarial networks. Neurocomputing 405: 26-36 (2020)
2015
[j1]
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  - journals/mta/MohedanoHMNOS15
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Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor, Alan F. Smeaton:
Improving object segmentation by using EEG signals and rapid serial visual presentation. Multim. Tools Appl. 74(22): 10137-10159 (2015)

Conference and Workshop Papers

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2024
[c49]
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Thao-Nhu Nguyen, Le Minh Quang, Graham Healy, Binh T. Nguyen, Cathal Gurrin:
VideoCLIP 2.0: An Interactive CLIP-Based Video Retrieval System for Novice Users at VBS2024. MMM (4) 2024: 394-399
2023
[c48]
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  - conf/cbmi/NguyenPAGCH23
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Thao-Nhu Nguyen, Bunyarit Puangthamawathanakun, Chonlameth Arpnikanondt, Cathal Gurrin, Annalina Caputo, Graham Healy:
Efficient Search with an Interactive Video Retrieval System for Novice Users in IVR4B. CBMI 2023: 168-172
[c47]
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Lorin Sweeney, Alan F. Smeaton, Graham Healy:
Memories in the Making: Predicting Video Memorability with Encoding Phase EEG. CBMI 2023: 183-187
[c46]
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Bunyarit Puangthamawathanakun, Chonlameth Arpnikanondt, Worarat Krathu, Graham Healy, Cathal Gurrin:
Towards Face De-identification for Wearable Cameras. CBMI 2023: 210-216
[c45]
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David Kilroy, Simon Caton, Graham Healy:
The Trending Customer Needs (TCN) Dataset: A Benchmarking and Automated Evaluation Approach for New Product Development. HICSS 2023: 2190-2199
[c44]
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  - conf/mediaeval/ConstantinDFH0H23
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Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Alba García Seco de Herrera, Sebastian Halder, Graham Healy, Bogdan Ionescu, Ana Matran-Fernandez, Rukiye Savran Kiziltepe, Alan F. Smeaton, Lorin Sweeney:
Overview of The MediaEval 2023 Predicting Video Memorability Task. MediaEval 2023
[c43]
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Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Cathal Gurrin, Minh-Triet Tran, Nguyen Thanh Binh, Graham Healy, Annalina Caputo, Sinéad Smyth:
E-LifeSeeker: An Interactive Lifelog Search Engine for LSC'23. LSC@ICMR 2023: 13-17
[c42]
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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:
LifeInsight: An Interactive Lifelog Retrieval System with Comprehensive Spatial Insights and Query Assistance. LSC@ICMR 2023: 59-64
[c41]
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Cathal Gurrin, Björn Þór Jónsson, Duc-Tien Dang-Nguyen, Graham Healy, Jakub Lokoc, Liting Zhou, Luca Rossetto, Minh-Triet Tran, Wolfgang Hürst, Werner Bailer, Klaus Schoeffmann:
Introduction to the Sixth Annual Lifelog Search Challenge, LSC'23. ICMR 2023: 678-679
[c40]
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Thao-Nhu Nguyen, Bunyarit Puangthamawathanakun, Annalina Caputo, Graham Healy, Binh T. Nguyen, Chonlameth Arpnikanondt, Cathal Gurrin:
VideoCLIP: An Interactive CLIP-based Video Retrieval System at VBS2023. MMM (1) 2023: 671-677
[c39]
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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:
NewsInsight: A Comprehensive Video Event Retrieval System with Spatial Insights and Query Assistance. SoICT 2023: 893-900
2022
[c38]
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  - conf/embc/RahmanOLH22
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Shams Ur Rahman, Noel E. O'Connor, Joe Lemley, Graham Healy:
Using Pre-stimulus EEG to Predict Driver Reaction Time To Road Events. EMBC 2022: 4036-4039
[c37]
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Van-Tu Ninh, Manh-Duy Nguyen, Sinéad Smyth, Minh-Triet Tran, Graham Healy, Binh T. Nguyen, Cathal Gurrin:
An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices. IEA/AIE 2022: 907-919
[c36]
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Lorin Sweeney, Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Alba Garcia Seco de Herrera, Sebastian Halder, Graham Healy, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Mushfika Sultana:
Overview of The MediaEval 2022 Predicting Video Memorability Task. MediaEval 2022
[c35]
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Lorin Sweeney, Graham Healy, Alan F. Smeaton:
Diffusing Surrogate Dreams of Video Scenes to Predict Video Memorability. MediaEval 2022
[c34]
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Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Minh-Triet Tran, Thanh-Binh Nguyen, Graham Healy, Sinéad Smyth, Annalina Caputo, Cathal Gurrin:
LifeSeeker 4.0: An Interactive Lifelog Search Engine for LSC'22. LSC@ICMR 2022: 14-19
[c33]
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Cathal Gurrin, Liting Zhou, Graham Healy, Björn Þór Jónsson, Duc-Tien Dang-Nguyen, Jakub Lokoc, Minh-Triet Tran, Wolfgang Hürst, Luca Rossetto, Klaus Schöffmann:
Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22. ICMR 2022: 685-687
[c32]
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Thao-Nhu Nguyen, Bunyarit Puangthamawathanakun, Graham Healy, Binh T. Nguyen, Cathal Gurrin, Annalina Caputo:
Videofall - A Hierarchical Search Engine for VBS2022. MMM (2) 2022: 518-523
[c31]
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Tu-Khiem Le, Van-Tu Ninh, Mai-Khiem Tran, Graham Healy, Cathal Gurrin, Minh-Triet Tran:
AVSeeker: An Active Video Retrieval Engine at VBS2022. MMM (2) 2022: 537-542
2021
[c30]
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Boi Mai Quach, Cathal Gurrin, Graham Healy:
Sentiment Analysis: Using Detrended Fluctation Analysis of EEG Signals in Natural Reading. AICS 2021: 130-140
[c29]
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Lorin Sweeney, Graham Healy, Alan F. Smeaton:
The Influence of Audio on Video Memorability with an Audio Gestalt Regulated Video Memorability System. CBMI 2021: 1-6
[c28]
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  - conf/mediaeval/KiziltepeCDHFH021
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Rukiye Savran Kiziltepe, Mihai Gabriel Constantin, Claire-Hélène Demarty, Graham Healy, Camilo Fosco, Alba García Seco de Herrera, Sebastian Halder, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Lorin Sweeney:
Overview of The MediaEval 2021 Predicting Media Memorability Task. MediaEval 2021
[c27]
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  - conf/mediaeval/NinhLNSHG21
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Van-Tu Ninh, Tu-Khiem Le, Manh-Duy Nguyen, Sinéad Smyth, Graham Healy, Cathal Gurrin:
A Preliminary Assessment of Game Event Detection in Emotional Mario Task at MediaEval 2021. MediaEval 2021
[c26]
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Lorin Sweeney, Graham Healy, Alan F. Smeaton:
Predicting Media Memorability: Comparing Visual, Textual, and Auditory Features. MediaEval 2021
[c25]
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Lorin Sweeney, Ana Matran-Fernandez, Sebastian Halder, Alba Garcia Seco de Herrera, Alan F. Smeaton, Graham Healy:
Overview of the EEG Pilot Subtask at MediaEval 2021: Predicting Media Memorability. MediaEval 2021
[c24]
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Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Minh-Triet Tran, Nguyen Thanh Binh, Graham Healy, Annalina Caputo, Cathal Gurrin:
LifeSeeker 3.0: An Interactive Lifelog Search Engine for LSC'21. LSC@ICMR 2021: 41-46
[c23]
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Cathal Gurrin, Björn Þór Jónsson, Klaus Schöffmann, Duc-Tien Dang-Nguyen, Jakub Lokoc, Minh-Triet Tran, Wolfgang Hürst, Luca Rossetto, Graham Healy:
Introduction to the Fourth Annual Lifelog Search Challenge, LSC'21. ICMR 2021: 690-691
[c22]
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Ly-Duyen Tran, Manh-Duy Nguyen, Thao-Nhu Nguyen, Graham Healy, Annalina Caputo, Binh T. Nguyen, Cathal Gurrin:
A VR Interface for Browsing Visual Spaces at VBS2021. MMM (2) 2021: 490-495
2020
[c21]
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  - conf/aics/KilroyCH20
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David Kilroy, Simon Caton, Graham Healy:
Finding Short Lived Events on Social Media. AICS 2020: 49-60
[c20]
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Akanksha Rajpute, Tejal Nijai, Graham Healy:
An Investigation of Transfer Learning for a Lifelog Dataset. AICS 2020: 265-276
[c19]
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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:
Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data. CLEF (Working Notes) 2020
[c18]
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Phuc H. Le-Khac, Ayush K. Rai, Graham Healy, Alan F. Smeaton, Noel E. O'Connor:
Investigating Memorability of Dynamic Media. MediaEval 2020
[c17]
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Lorin Sweeney, Graham Healy, Alan F. Smeaton:
Leveraging Audio Gestalt to Predict Media Memorability. MediaEval 2020
[c16]
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Tu-Khiem Le, Van-Tu Ninh, Minh-Triet Tran, Thanh-An Nguyen, Hai-Dang Nguyen, Liting Zhou, Graham Healy, Cathal Gurrin:
LifeSeeker 2.0: Interactive Lifelog Search Engine at LSC 2020. LSC@ICMR 2020: 57-62
[c15]
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  - conf/mmm/HealyWWSG20
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Graham Healy, Zhengwei Wang, Tomás Ward, Alan F. Smeaton, Cathal Gurrin:
Experiences and Insights from the Collection of a Novel Multimedia EEG Dataset. MMM (2) 2020: 475-486
[c14]
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  - conf/niles/AlghamdiHA20
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Arwa Alghamdi, Graham Healy, Hoda Abdelhafez:
Real Time Blind Audio Source Separation Based on Machine Learning Algorithms. NILES 2020: 35-40
2019
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Son P. Nguyen, Dien H. Le, Uyen Hoang Pham, Martin Crane, Graham Healy, Cathal Gurrin:
VieLens, : An Interactive Search engine for LSC2019. LSC@ICMR 2019: 33-35
[c12]
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  - conf/ntcir/GurrinJHZNLADH19
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Cathal Gurrin, Hideo Joho, Frank Hopfgartner, Liting Zhou, Van-Tu Ninh, Tu-Khiem Le, Rami Albatal, Duc-Tien Dang-Nguyen, Graham Healy:
Advances in Lifelog Data Organisation and Retrieval at the NTCIR-14 Lifelog-3 Task. NTCIR 2019: 16-28
[c11]
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Van-Tu Ninh, Tu-Khiem Le, Liting Zhou, Graham Healy, Kaushik Venkataraman, Minh-Triet Tran, Duc-Tien Dang-Nguyen, Sinéad Smyth, Cathal Gurrin:
A Baseline Interactive Retrieval Engine for Visual Lifelogs at the NTCIR-14 Lifelog-3 Task. NTCIR 2019: 29-41
2018
[c10]
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Alan F. Smeaton, Owen Corrigan, Paul Dockree, Cathal Gurrin, Graham Healy, Feiyan Hu, Kevin McGuinness, Eva Mohedano, Tomás Ward:
Dublin's Participation in the Predicting Media Memorability Task at MediaEval 2018. MediaEval 2018
2017
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Graham Healy, Tomás Ward, Cathal Gurrin, Alan F. Smeaton:
Overview of NTCIR-13 NAILS Task. NTCIR 2017
2016
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Daud Sikander, Mahnaz Arvaneh, Francesco Amico, Graham Healy, Tomás E. Ward, Damien Kearney, Eva Mohedano, Jennifer Fagan, John Yek, Alan F. Smeaton, Justin Brophy:
Predicting risk of suicide using resting state heart rate. APSIPA 2016: 1-4
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Graham F. Healy, Cathal Gurrin, Alan F. Smeaton:
Informed Perspectives on Human Annotation Using Neural Signals. MMM (2) 2016: 315-327
2015
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Eva Mohedano, Kevin McGuinness, Graham Healy, Noel E. O'Connor, Alan F. Smeaton, Amaia Salvador, Sergi Porta, Xavier Giró-i-Nieto:
Exploring EEG for Object Detection and Retrieval. ICMR 2015: 591-594
2014
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Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor, Alan F. Smeaton:
Object Segmentation in Images using EEG Signals. ACM Multimedia 2014: 417-426
2011
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Graham Healy, Alan F. Smeaton:
Optimising the number of channels in EEG-augmented image search. BCS HCI 2011: 157-162
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Graham Healy, Alan F. Smeaton:
Eye fixation related potentials in a target search task. EMBC 2011: 4203-4206
2009
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Graham Healy, Alan F. Smeaton:
Spatially Augmented Audio Delivery: Applications of Spatial Sound Awareness in Sensor-Equipped Indoor Environments. Mobile Data Management 2009: 704-708
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Graham Healy, Alan F. Smeaton:
An outdoor spatially-aware audio playback platform exemplified by a virtual zoo. ACM Multimedia 2009: 837-840

Editorship

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2023
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Cathal Gurrin, Björn Þór Jónsson, Duc-Tien Dang-Nguyen, Graham Healy, Jakub Lokoc, Liting Zhou, Luca Rossetto, Minh-Triet Tran, Wolfgang Hürst, Werner Bailer, Klaus Schoeffmann:
Proceedings of the 6th Annual ACM Lifelog Search Challenge, LSC 2023, Thessaloniki, Greece, June 12-15, 2023. ACM 2023 [contents]
2022
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Cathal Gurrin, Graham Healy, Liting Zhou, Björn Þór Jónsson, Duc-Tien Dang-Nguyen, Jakub Lokoc, Minh-Triet Tran, Wolfgang Hürst, Luca Rossetto, Klaus Schoeffmann:
LSC@ICMR 2022: Proceedings of the 5th Annual on Lifelog Search Challenge, Newark, NJ, USA, June 27 - 30, 2022. ACM 2022, ISBN 978-1-4503-9239-6 [contents]
2021
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Cathal Gurrin, Klaus Schoeffmann, Björn Þór Jónsson, Duc-Tien Dang-Nguyen, Jakub Lokoc, Minh-Triet Tran, Wolfgang Hürst, Luca Rossetto, Graham Healy:
Proceedings of the 4th Annual on Lifelog Search Challenge, LSC@ICMR 2021, Taipei, Taiwan, 21 August 2021. ACM 2021, ISBN 978-1-4503-8533-6 [contents]
2019
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Cathal Gurrin, Björn Þór Jónsson, Renaud Péteri, Stevan Rudinac, Stéphane Marchand-Maillet, Georges Quénot, Kevin McGuinness, Gylfi Þór Guðmundsson, Suzanne Little, Marie Katsurai, Graham Healy:
2019 International Conference on Content-Based Multimedia Indexing, CBMI 2019, Dublin, Ireland, September 4-6, 2019. IEEE 2019, ISBN 978-1-7281-4673-7 [contents]

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2023
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Lorin Sweeney, Graham Healy, Alan F. Smeaton:
Memories in the Making: Predicting Video Memorability with Encoding Phase EEG. CoRR abs/2309.16704 (2023)
2022
[i18]
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  - journals/corr/abs-2201-00620
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Lorin Sweeney, Ana Matran-Fernandez, Sebastian Halder, Alba Garcia Seco de Herrera, Alan F. Smeaton, Graham Healy:
Overview of the EEG Pilot Subtask at MediaEval 2021: Predicting Media Memorability. CoRR abs/2201.00620 (2022)
[i17]
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  - journals/corr/abs-2203-09663
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Van-Tu Ninh, Manh-Duy Nguyen, Sinéad Smyth, Minh-Triet Tran, Graham Healy, Binh T. Nguyen, Cathal Gurrin:
An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices. CoRR abs/2203.09663 (2022)
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Alba Garcia Seco de Herrera, Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Sebastian Halder, Graham Healy, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Mushfika Sultana, Lorin Sweeney:
Experiences from the MediaEval Predicting Media Memorability Task. CoRR abs/2212.03955 (2022)
[i15]
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  - journals/corr/abs-2212-06516
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Lorin Sweeney, Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Alba Garcia Seco de Herrera, Sebastian Halder, Graham Healy, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Mushfika Sultana:
Overview of The MediaEval 2022 Predicting Video Memorability Task. CoRR abs/2212.06516 (2022)
[i14]
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Lorin Sweeney, Graham Healy, Alan F. Smeaton:
Diffusing Surrogate Dreams of Video Scenes to Predict Video Memorability. CoRR abs/2212.09308 (2022)
2021
[i13]
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  - journals/corr/abs-2104-11568
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Lorin Sweeney, Graham Healy, Alan F. Smeaton:
The Influence of Audio on Video Memorability with an Audio Gestalt Regulated Video Memorability System. CoRR abs/2104.11568 (2021)
[i12]
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Rukiye Savran Kiziltepe, Lorin Sweeney, Mihai Gabriel Constantin, Faiyaz Doctor, Alba Garcia Seco de Herrera, Claire-Hélène Demarty, Graham Healy, Bogdan Ionescu, Alan F. Smeaton:
An Annotated Video Dataset for Computing Video Memorability. CoRR abs/2112.02303 (2021)
[i11]
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  - journals/corr/abs-2112-05982
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Rukiye Savran Kiziltepe, Mihai Gabriel Constantin, Claire-Hélène Demarty, Graham Healy, Camilo Fosco, Alba Garcia Seco de Herrera, Sebastian Halder, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Lorin Sweeney:
Overview of The MediaEval 2021 Predicting Media Memorability Task. CoRR abs/2112.05982 (2021)
[i10]
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Lorin Sweeney, Graham Healy, Alan F. Smeaton:
Predicting Media Memorability: Comparing Visual, Textual and Auditory Features. CoRR abs/2112.07969 (2021)
2020
[i9]
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  - journals/corr/abs-2003-03193
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Zhengwei Wang, Qi She, Alan F. Smeaton, Tomas E. Ward, Graham Healy:
A Neuro-AI Interface for Evaluating Generative Adversarial Networks. CoRR abs/2003.03193 (2020)
[i8]
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Phuc H. Le-Khac, Graham Healy, Alan F. Smeaton:
Contrastive Representation Learning: A Framework and Review. CoRR abs/2010.05113 (2020)
[i7]
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  - journals/corr/abs-2012-15635
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Lorin Sweeney, Graham Healy, Alan F. Smeaton:
Leveraging Audio Gestalt to Predict Media Memorability. CoRR abs/2012.15635 (2020)
[i6]
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  - journals/corr/abs-2012-15641
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Phuc H. Le-Khac, Ayush K. Rai, Graham Healy, Alan F. Smeaton, Noel E. O'Connor:
Investigating Memorability of Dynamic Media. CoRR abs/2012.15641 (2020)
2019
[i5]
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  - journals/corr/abs-1901-04618
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Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomas E. Ward:
Spatial Filtering Pipeline Evaluation of Cortically Coupled Computer Vision System for Rapid Serial Visual Presentation. CoRR abs/1901.04618 (2019)
[i4]
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  - journals/corr/abs-1905-04243
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Zhengwei Wang, Qi She, Alan F. Smeaton, Tomas E. Ward, Graham Healy:
Neuroscore: A Brain-inspired Evaluation Metric for Generative Adversarial Networks. CoRR abs/1905.04243 (2019)
2018
[i3]
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  - journals/corr/abs-1811-04172
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Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomás E. Ward:
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation. CoRR abs/1811.04172 (2018)
2015
[i2]
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  - journals/corr/MohedanoSPNHMOS15
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Eva Mohedano, Amaia Salvador, Sergi Porta, Xavier Giró-i-Nieto, Graham Healy, Kevin McGuinness, Noel E. O'Connor, Alan F. Smeaton:
Exploring EEG for Object Detection and Retrieval. CoRR abs/1504.02356 (2015)
2014
[i1]
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  - journals/corr/MohedanoHMNOS14
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Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor, Alan F. Smeaton:
Object Segmentation in Images using EEG Signals. CoRR abs/1408.4363 (2014)

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