By Associate Professor Gelareh Mohammadi

Journal articles

Spooner A; Mohammadi G; Sachdev PS; Brodaty H; Sowmya A, 2025, 'Identifying risk factors for Alzheimer’s disease from multivariate longitudinal clinical data using temporal pattern mining', BMC Bioinformatics, 26, http://dx.doi.org/10.1186/s12859-024-06018-8

Yuan M; Chen J; Hu Y; Feng S; Xie M; Mohammadi G; Xing Z; Quigley AJ, 2025, 'Towards Human-AI Synergy in UI Design: Supporting Iterative Generation with LLMs', ACM Transactions on Computer-Human Interaction, http://dx.doi.org/10.1145/3773035

Somarathna R; Mohammadi G, 2025, 'Exploring the Component Process Model of Emotions using Interactive VR Games', Intelligent Computing, https://doi.org/10.48550/arXiv.2404.03239

Somarathna R; Vuilleumier P; Mohammadi G, 2024, 'EmoStim: A Database of Emotional Film Clips With Discrete and Componential Assessment', IEEE Transactions on Affective Computing, 15, pp. 1202 - 1212, http://dx.doi.org/10.1109/TAFFC.2023.3328900

Spooner A; Mohammadi G; Sachdev PS; Brodaty H; Sowmya A, 2023, 'Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery', BMC Bioinformatics, 24, http://dx.doi.org/10.1186/s12859-022-05132-9

Mohammadi G; Van De Ville D; Vuilleumier P, 2023, 'Brain networks subserving functional core processes of emotions identified with componential modeling', Cerebral Cortex, 33, pp. 7993 - 8010, http://dx.doi.org/10.1093/cercor/bhad093

Al-Zubaidi F; Mostaghimi P; Niu Y; Armstrong RT; Mohammadi G; McClure JE; Berg S, 2023, 'Effective permeability of an immiscible fluid in porous media determined from its geometric state', Physical Review Fluids, 8, http://dx.doi.org/10.1103/PhysRevFluids.8.064004

Menétrey MQ; Mohammadi G; Leitão J; Vuilleumier P, 2022, 'Emotion Recognition in a Multi-Componential Framework: The Role of Physiology', Frontiers in Computer Science, 4, http://dx.doi.org/10.3389/fcomp.2022.773256

Liu C; M.E. Sepasgozar S; Shirowzhan S; Mohammadi G, 2022, 'Applications of object detection in modular construction based on a comparative evaluation of deep learning algorithms', Construction Innovation, 22, pp. 141 - 159, http://dx.doi.org/10.1108/CI-02-2020-0017

Mohammadi G; Vuilleumier, P, 2022, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing, 13, pp. 1127 - 1139

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2022, 'Video Generative Adversarial Networks: A Review', ACM Computing Surveys

Somarathna R; Bednarz T; Mohammadi G, 2022, 'Virtual Reality for Emotion Elicitation – A Review', IEEE Transactions on Affective Computing

Mohammadi G; Vuilleumier P, 2020, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing, 13, pp. 1127 - 1139, http://dx.doi.org/10.1109/TAFFC.2020.3028109

Schuller B; Steidl S; Batliner A; Nöth E; Vinciarelli A; Burkhardt F; Van Son R; Weninger F; Eyben F; Bocklet T; Mohammadi G; Weiss B, 2015, 'A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge', Computer Speech and Language, 29, pp. 100 - 131, http://dx.doi.org/10.1016/j.csl.2014.08.003

Vinciarelli A; Mohammadi G, 2014, 'A survey of personality computing', IEEE Transactions on Affective Computing, 5, pp. 273 - 291, http://dx.doi.org/10.1109/TAFFC.2014.2330816

Vinciarelli A; Mohammadi G, 2014, 'More personality in personality computing', IEEE Transactions on Affective Computing, 5, pp. 297 - 300, http://dx.doi.org/10.1109/TAFFC.2014.2341252

Mohammadi G; Vinciarelli A, 2012, 'Automatic personality perception: Prediction of trait attribution based on prosodic features', IEEE Transactions on Affective Computing, 3, pp. 273 - 284, http://dx.doi.org/10.1109/T-AFFC.2012.5

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