Alexander Sumich

20 papers B 3Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Machine Learning Pipeline for Biofeedback-Driven, Self-guided Virtual Reality Therapy Using Speech-Based Arousal Detection.
HCI (77)
Ruth M. J. Amey, Muhammad Arifur Rahman, David J. Brown, Matthew C. Harris, Nicholas Shopland, Mufti Mahmud, Samantha Hilton, Nadja Heym, Alexander Sumich
2025 B conf
Genetic Predictors of Social and Cognitive Outcomes in People with Ultra-High-Risk of Psychosis Using Spiking Neural Networks.
IJCNN
Zohreh Doborjeh, Balkaran Singh, Alexander Sumich, Maryam Doborjeh, Wilson Wen Bin Goh, Nikola K. Kasabov
2024 J jnl
A Deep Learning Method for Classification of Biophilic Artworks.
CoRR
Purna Kar, Jordan J. Bird, Yangang Xing, Alexander Sumich, Andrew Knight, Ahmad Lotfi, Benedict Carpenter van Barthold
2024 — conf
Calming the Mind: Spiking Neural Networks Reveal How Havening Touch to Reduce Persistent Distress Attenuates Left Temporal Electroencephalographic Connectivity.
ICONIP (11)
Alexander Sumich, Zohreh Doborjeh, Nadja Heym, Aroha Scott, Kirsty Hunter, Tony Burgess, Julie French, Mustafa Sarkar, Maryam Doborjeh, Nikola K. Kasabov
2024 J jnl
Classification of Sleep Quality and Aging as a Function of Brain Complexity: A Multiband Non-Linear EEG Analysis.
Sensors
Lucía Penalba-Sánchez, Gabriel Silva, Mark Crook-Rumsey, Alexander Sumich, Pedro Miguel Rodrigues, Patrícia Oliveira-Silva, Ignacio Cifre
2024 — conf
Generative AI in Psychological Therapy: Perspectives on Computational Linguistics and Large Language Models in Written Behaviour Monitoring.
PETRA
Jordan J. Bird, David Wright, Alexander Sumich, Ahmad Lotfi
2024 — conf
Neurocomputational Modelling of EEG Connectivity: Links Between Depression, Inflammation, and Gut-Microbiome.
BI (1)
Zohreh Doborjeh, Daniel lavin, Kirsty Hunter, Nadja Heym, Bryony Heasman, Maryam Doborjeh, Nikola K. Kasabov, Glen Gibson, Alexander Sumich
2023 J jnl
A partial correlation network indicates links between wellbeing, loneliness, FOMO and problematic internet use in university students.
Behav. Inf. Technol.
Oonagh O'Brien, Alexander Sumich, Thom Baguley, Daria J. Kuss
2023 B conf
Cognitive Load Measurement with Physiological Sensors in Virtual Reality during Physical Activity.
VRST
Mohammad Ahmadi, Samantha W. Michalka, Sabrina Lenzoni, Marzieh Ahmadi Najafabadi, Huidong Bai, Alexander Sumich, Burkhard Wuensche, Mark Billinghurst
2023 J jnl
Effects of system- and media-driven immersive capabilities on presence and affective experience.
Virtual Real.
Bradley Standen, John Anderson, Alexander Sumich, Nadja Heym
2023 J jnl
Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning.
Brain Informatics
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
2023 J jnl
Prediction of Tinnitus Treatment Outcomes Based on EEG Sensors and TFI Score Using Deep Learning.
Sensors
Maryam Doborjeh, Xiaoxu Liu, Zohreh Gholami Doborjeh, Yuanyuan Shen, Grant Searchfield, Philip J. Sanders, Grace Y. Wang, Alexander Sumich, Wei Qi Yan
2023 J jnl
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment.
Cogn. Comput.
Mark Crook-Rumsey, Christina J. Howard, Zohreh Gholami Doborjeh, Maryam Doborjeh, Josafath Israel Espinosa Ramos, Nikola K. Kasabov, Alexander Sumich
2022 J jnl
Editorial: The Use of Virtual-Reality Interventions in Reducing Anxiety.
Frontiers Virtual Real.
Preethi Premkumar, Nadja Heym, Page Lyn Anderson, David J. Brown, Alexander Sumich
2022 B conf
Humanness lies in unpredictability: Role of Theory of Mind on anthropomorphism in human-computer interactions.
HAI
Julia Ayache, Andrew M. Connor, Stefan Marks, Alexander Sumich, Nadja Heym
2022 J jnl
Total VREcall: Using Biosignals to Recognize Emotional Autobiographical Memory in Virtual Reality.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Kunal Gupta, Sam W. T. Chan, Yun Suen Pai, Nicholas Strachan, John Su, Alexander Sumich, Suranga Nanayakkara, Mark Billinghurst
2022 — conf
Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy Based on Arousal State Detection from Multimodal Data.
BI
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
2021 J jnl
Personalised predictive modelling with brain-inspired spiking neural networks of longitudinal MRI neuroimaging data and the case study of dementia.
Neural Networks
Maryam 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
2021 — conf
Towards Understanding Physiological Responses to Emotional Autobiographical Memory Recall in Mobile VR Scenarios.
MobileHCI (Extended Abstracts)
Kunal Gupta, Samantha W. T. Chan, Yun Suen Pai, Alexander Sumich, Suranga Nanayakkara, Mark Billinghurst
2020 J jnl
Interpretability of Spatiotemporal Dynamics of the Brain Processes Followed by Mindfulness Intervention in a Brain-Inspired Spiking Neural Network Architecture.
Sensors
Zohreh Gholami Doborjeh, Maryam 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