Alexander Sumich

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Virtual Reality

Multimodal Data

Top Venues

Frontiers Virtual Real.

Publications

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)
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 (2024)
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) (2024)
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)