Alexander Sumich
Orcid: 0000-0003-4333-8442
According to our database1,
Alexander Sumich
authored at least 21 papers
between 2005 and 2024.
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Bibliography
2024
Classification of Sleep Quality and Aging as a Function of Brain Complexity: A Multiband Non-Linear EEG Analysis.
Sensors, May, 2024
Exploring Machine Learning Applications for Biophilic Art Displays to Promote Health and Well-being.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024
Generative AI in Psychological Therapy: Perspectives on Computational Linguistics and Large Language Models in Written Behaviour Monitoring.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024
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
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
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