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2020 – today
- 2024
[j11]Lucía Penalba-Sánchez
, Gabriel Silva, Mark Crook-Rumsey, Alexander Sumich, Pedro Miguel Rodrigues, Patrícia Oliveira-Silva, Ignacio Cifre:
Classification of Sleep Quality and Aging as a Function of Brain Complexity: A Multiband Non-Linear EEG Analysis. Sensors 24(9): 2811 (2024)- [c9]Jordan J. Bird, David Wright, Alexander Sumich, Ahmad Lotfi:
Generative AI in Psychological Therapy: Perspectives on Computational Linguistics and Large Language Models in Written Behaviour Monitoring. PETRA 2024 - [c8]Yangang Xing, Purna Kar, Jordan J. Bird, Alex Sumich, Benedict Carpenter van Barthold, Andrew Knight, Ahmad Lotfi:
Exploring Machine Learning Applications for Biophilic Art Displays to Promote Health and Well-being. PETRA 2024 - [i1]Purna Kar, Jordan J. Bird, Yangang Xing, Alexander Sumich, Andrew Knight, Ahmad Lotfi, Benedict Carpenter van Barthold:
A Deep Learning Method for Classification of Biophilic Artworks. CoRR abs/2403.05394 (2024) - 2023
- [j10]Oonagh O'Brien, Alexander Sumich, Thom Baguley, Daria J. Kuss:
A partial correlation network indicates links between wellbeing, loneliness, FOMO and problematic internet use in university students. Behav. Inf. Technol. 42(16): 2717-2734 (2023) - [j9]Muhammad Arifur Rahman, David J. Brown, Mufti Mahmud, Matthew C. Harris, Nicholas Shopland, Nadja Heym, Alexander Sumich, Zakia Batool Turabee, Bradley Standen, David Downes, Yangang Xing, Carolyn Thomas, Sean Haddick, Preethi Premkumar, Simona Nastase, Andrew M. Burton, James Lewis:
Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning. Brain Informatics 10(1): 14 (2023) - [j8]Mark Crook-Rumsey, Christina J. Howard, Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Josafath Israel Espinosa Ramos, Nikola K. Kasabov, Alexander Sumich:
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment. Cogn. Comput. 15(4): 1273-1299 (2023) - [j7]Maryam Gholami Doborjeh, Xiaoxu Liu, Zohreh Gholami Doborjeh, Yuanyuan Shen, Grant Searchfield, Philip J. Sanders, Grace Y. Wang, Alexander Sumich, Wei Qi Yan:
Prediction of Tinnitus Treatment Outcomes Based on EEG Sensors and TFI Score Using Deep Learning. Sensors 23(2): 902 (2023) - [j6]Bradley Standen, John Anderson, Alexander Sumich, Nadja Heym:
Effects of system- and media-driven immersive capabilities on presence and affective experience. Virtual Real. 27(1): 371-384 (2023) - [c7]Mohammad Ahmadi, Samantha W. Michalka, Sabrina Lenzoni, Marzieh Ahmadi Najafabadi, Huidong Bai, Alexander Sumich, Burkhard Wuensche, Mark Billinghurst:
Cognitive Load Measurement with Physiological Sensors in Virtual Reality during Physical Activity. VRST 2023: 29:1-29:11 - [c6]Mohammad Ahmadi, Alireza Farrokhi Nia, Samantha W. Michalka, Alexander L. Sumich, Burkhard Wuensche, Mark Billinghurst:
Comparing Performance of Dry and Gel EEG Electrodes in VR using MI Paradigms. VRST 2023: 46:1-46:2 - 2022
- [j5]Preethi Premkumar, Nadja Heym, Page Lyn Anderson, David J. Brown, Alexander Sumich:
Editorial: The Use of Virtual-Reality Interventions in Reducing Anxiety. Frontiers Virtual Real. 3 (2022) - [j4]Kunal Gupta, Sam W. T. Chan, Yun Suen Pai, Nicholas Strachan, John Su, Alexander Sumich, Suranga Nanayakkara, Mark Billinghurst:
Total VREcall: Using Biosignals to Recognize Emotional Autobiographical Memory in Virtual Reality. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 55:1-55:21 (2022) - [c5]Muhammad Arifur Rahman, David J. Brown, Nicholas Shopland, Matthew C. Harris, Zakia Batool Turabee, Nadja Heym, Alexander Sumich, Brad Standen, David Downes, Yangang Xing, Carolyn Thomas, Sean Haddick, Preethi Premkumar, Simona Nastase, Andrew M. Burton, James Lewis, Mufti Mahmud:
Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy Based on Arousal State Detection from Multimodal Data. BI 2022: 195-209 - [c4]Julia Ayache, Andrew M. Connor, Stefan Marks, Alexander Sumich, Nadja Heym:
Humanness lies in unpredictability: Role of Theory of Mind on anthropomorphism in human-computer interactions. HAI 2022: 306-308 - 2021
- [j3]Maryam Gholami Doborjeh, Zohreh Gholami Doborjeh, Alexander Merkin, Helena Bahrami, Alexander Sumich, Rita Krishnamurthi, Oleg N. Medvedev, Mark Crook-Rumsey, Catherine Morgan, Ian J. Kirk, Perminder S. Sachdev, Henry Brodaty, Kristan Kang, Wei Wen, Valery Feigin, Nikola K. Kasabov:
Personalised predictive modelling with brain-inspired spiking neural networks of longitudinal MRI neuroimaging data and the case study of dementia. Neural Networks 144: 522-539 (2021) - [c3]Kunal Gupta, Samantha W. T. Chan, Yun Suen Pai, Alexander Sumich, Suranga Nanayakkara, Mark Billinghurst:
Towards Understanding Physiological Responses to Emotional Autobiographical Memory Recall in Mobile VR Scenarios. MobileHCI (Extended Abstracts) 2021: 17:1-17:5 - 2020
- [j2]Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Mark Crook-Rumsey, Tamasin Taylor, Grace Y. Wang, David Moreau, Christian U. Krägeloh, Wendy Wrapson, Richard J. Siegert, Nikola K. Kasabov, Grant Searchfield, Alexander Sumich:
Interpretability of Spatiotemporal Dynamics of the Brain Processes Followed by Mindfulness Intervention in a Brain-Inspired Spiking Neural Network Architecture. Sensors 20(24): 7354 (2020)
2000 – 2009
- 2007
- [j1]Loukianos Spyrou, Min Jing, Saeid Sanei, Alex Sumich:
Separation and Localisation of P300 Sources and Their Subcomponents Using Constrained Blind Source Separation. EURASIP J. Adv. Signal Process. 2007 (2007) - 2006
- [c2]Leor Shoker, Saeid Sanei, Kianoush Nazarpour, Alex Sumich:
A novel space-time-frequency masking approach for quantification of EEG source propagation with an application to brain computer interfacing. EUSIPCO 2006: 1-4 - 2005
- [c1]Loukianos Spyrou, Saeid Sanei, Alex Sumich:
Separation and localization of auditory and visual P300 sources in schizophrenia patients via constrained BSS. ICASSP (5) 2005: 613-616
Coauthor Index
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last updated on 2024-12-08 02:23 CET by the dblp team
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