Alexander Sumich

Orcid: 0000-0003-4333-8442

According to our database1, Alexander Sumich authored at least 17 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2023
Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning.
Brain Informatics, December, 2023

A partial correlation network indicates links between wellbeing, loneliness, FOMO and problematic internet use in university students.
Behav. Inf. Technol., December, 2023

Effects of system- and media-driven immersive capabilities on presence and affective experience.
Virtual Real., March, 2023

Prediction of Tinnitus Treatment Outcomes Based on EEG Sensors and TFI Score Using Deep Learning.
Sensors, January, 2023

Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment.
Cogn. Comput., 2023

Comparing Performance of Dry and Gel EEG Electrodes in VR using MI Paradigms.
Proceedings of the 29th ACM Symposium on Virtual Reality Software and Technology, 2023

Cognitive Load Measurement with Physiological Sensors in Virtual Reality during Physical Activity.
Proceedings of the 29th ACM Symposium on Virtual Reality Software and Technology, 2023

2022
Total VREcall: Using Biosignals to Recognize Emotional Autobiographical Memory in Virtual Reality.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Editorial: The Use of Virtual-Reality Interventions in Reducing Anxiety.
Frontiers Virtual Real., 2022

Humanness lies in unpredictability: Role of Theory of Mind on anthropomorphism in human-computer interactions.
Proceedings of the International Conference on Human-Agent Interaction, 2022

Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy Based on Arousal State Detection from Multimodal Data.
Proceedings of the Brain Informatics - 15th International Conference, 2022

2021
Personalised predictive modelling with brain-inspired spiking neural networks of longitudinal MRI neuroimaging data and the case study of dementia.
Neural Networks, 2021

Towards Understanding Physiological Responses to Emotional Autobiographical Memory Recall in Mobile VR Scenarios.
Proceedings of the MobileHCI '21: 23rd International Conference on Mobile Human-Computer Interaction, Extented Abstracts, Toulouse & Virtual Event, France, 27 September 2021, 2021

2020
Interpretability of Spatiotemporal Dynamics of the Brain Processes Followed by Mindfulness Intervention in a Brain-Inspired Spiking Neural Network Architecture.
Sensors, 2020

2007
Separation and Localisation of P300 Sources and Their Subcomponents Using Constrained Blind Source Separation.
EURASIP J. Adv. Signal Process., 2007

2006
A novel space-time-frequency masking approach for quantification of EEG source propagation with an application to brain computer interfacing.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Separation and localization of auditory and visual P300 sources in schizophrenia patients via constrained BSS.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005


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