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Alexander Sumich
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 13
Top Topics
Ad Patients
Machine Learning
Multimodal Data
Virtual Reality
Top Venues
Sensors
Frontiers Virtual Real.
HAI
Behav. Inf. Technol.
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Publications
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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) (2023)
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) (2023)
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) (2023)
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) (2023)
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) (2023)
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)
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)
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)
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)
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) (2022)
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 (2021)
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)
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) (2020)