Gelareh Mohammadi

Lecturer

Gelareh Mohammadi is a lecturer at UNSW Sydney. She is working in Social Artificial Intelligence and Human Behavior Analysis domain. Her main research interests lie in the field of computational social science, an interdisciplinary field bridging computer science and social science, and more specifically she is interested in social signal processing and human behaviour understanding using AI and Signal processing to create socially-aware artificial intelligence. 

Reports
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Menétrey M; Mohammadi G; Vuilleumier P, 2020, Assessing the Component Process Model of emotion using multivariate pattern classification analyses: A behavioral and psychophysiological study
2020
Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2020, Video Generative Adversarial Networks: A Review
2020
Journal articles
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Mohammadi G; Van De Ville D; Vuilleumier P, 2020, 'Brain networks subserving functional core processes of emotions identified with componential modelling', Biorxiv, https://www.biorxiv.org/content/10.1101/2020.06.10.145201v1
2020
Mohammadi G; Vuilleumier P, 2020, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing
2020
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, vol. 29, pp. 100 - 131, http://dx.doi.org/10.1016/j.csl.2014.08.003
2015
Vinciarelli A; Mohammadi G, 2014, 'A survey of personality computing', IEEE Transactions on Affective Computing, vol. 5, pp. 273 - 291, http://dx.doi.org/10.1109/TAFFC.2014.2330816
2014
Vinciarelli A; Mohammadi G, 2014, 'More personality in personality computing', IEEE Transactions on Affective Computing, vol. 5, pp. 297 - 300, http://dx.doi.org/10.1109/TAFFC.2014.2341252
2014
Mohammadi G; Vinciarelli A, 2012, 'Automatic personality perception: Prediction of trait attribution based on prosodic features', IEEE Transactions on Affective Computing, vol. 3, pp. 273 - 284, http://dx.doi.org/10.1109/T-AFFC.2012.5
2012
Conference Papers
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Mohammadi G; Lin K; Vuilleumier P, 2019, 'Towards Understanding Emotional Experience in a Componential Framework', in 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019, http://dx.doi.org/10.1109/ACII.2019.8925491
2019
Mohammadi G; Vuilleumier P, 2017, 'Prediction of Emotional Moments from Neural Activity', in ABIM, presented at Alpine Brain Imaging Meeting
2017
Mohammadi G; Vuilleumier P, 2016, 'A Multi-Cluster Pattern Analysis on Emotional States', in ABIM, presented at Alpine Brain Imaging Meeting
2016
Mohammadi G; Vinciarelli A, 2015, 'Automatic personality perception: Prediction of trait attribution based on prosodic features (extended abstract)', in 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015, China, pp. 484 - 490, presented at International Conference on Affective Computing and Intelligent Interaction (ACII),, China, 21 September 2015 - 24 September 2015, http://dx.doi.org/10.1109/ACII.2015.7344614
2015
Mohammadi G; Park S; Sagae K; Morency LP, 2013, 'Who is Persuasive? The Role of Perceived Personality and Communication Modality in Social Multimedia', in ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction, Sydney, pp. 19 - 25, presented at International Conference on Multimodal Interaction, Sydney, 09 December 2013 - 13 December 2013, http://dx.doi.org/10.1145/2522848.2522857
2013
Park S; Mohammadi G; Artstein R; Morency LP, 2012, 'Crowdsourcing micro-level Multimedia Annotations: The challenge of Evaluation & Inference', in CrowdMM 2012 - Proceedings of the 2012 ACM Workshop on Crowdsourcing for Multimedia, Co-located with ACM Multimedia 2012, Japan, pp. 29 - 34, presented at ACM multimedia 2012 workshop on Crowdsourcing for multimedia, Japan, 29 October 2012 - 02 November 2012, http://dx.doi.org/10.1145/2390803.2390816
2012
Mohammadi G; Origlia A; Filippone M; Vinciarelli A, 2012, 'From Speech to Personality: Mapping Voice Quality and Intonation into Personality Differences', in MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia, Japan, pp. 789 - 792, presented at ACM International Conference on Multimedia, Japan, 29 October 2012 - 02 November 2012, http://dx.doi.org/10.1145/2393347.2396313
2012
Polzehl T; Schoenenberg K; Moller S; Metze F; Mohammadi G; Vinciarelli A, 2012, 'On Speaker Independent Personality Perception and Prediction from Speech', in 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012, USA, pp. 258 - 261, presented at INTERSPEECH, USA, 09 September 2012 - 13 September 2012
2012
Schuller B; Steidl S; Batliner A; Noth E; Vinciarelli A; Felix F; Son R; Weninger F; Eyben F; Bocklet T; Mohammadi G; Weiss B, 2012, 'The INTERSPEECH 2012 Speaker Trait Challenge', in 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012, USA, pp. 254 - 257, presented at INTERSPEECH, USA, 09 September 2012 - 13 September 2012
2012
Mohammadi G; Vinciarelli A, 2011, 'Humans As Feature Extractors: Combining Prosody and Personality Perception for Improved Speaking Style Recognition', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, USA, pp. 363 - 366, presented at IEEE International Conference on Systems, Man and Cybernetics, USA, 09 October 2011 - 12 October 2011, http://dx.doi.org/10.1109/ICSMC.2011.6083692
2011
Mohammadi G; Vinciarelli A, 2010, 'The Voice of Personality: Mapping Nonverbal Vocal Behavior into Trait Attributions', in SSPW'10 - Proceedings of the 2010 ACM Social Signal Processing Workshop, Co-located with ACM Multimedia 2010, Italy, pp. 17 - 20, presented at International workshop on Social signal processing, Italy, - , http://dx.doi.org/10.1145/1878116.1878123
2010
Salamin H; Truong K; Mohammadi G; Vinciarelli A, 2010, 'Automatic Role Recognition Based on Conversational and Prosodic Behaviour', in MM'10 - Proceedings of the ACM Multimedia 2010 International Conference, Italy, pp. 847 - 850, presented at ACM International Conference on Multimedia, Italy, - , http://dx.doi.org/10.1145/1873951.1874094
2010
Mohammadi G; Dufaux F; Ebrahimi T, 2009, 'Multi-view Video Segmentation and Tracking for Video Surveillance', in Proceedings of SPIE - The International Society for Optical Engineering, USA, presented at SPIE Defens Security & Sensing Conference, USA, - , http://dx.doi.org/10.1117/12.820786
2009
Syah-Mansouri M; Tajik H; Mohammadi G; Pashna M, 2008, 'Edge Defect Detection in Ceramic Tile Based on Boundary Analysis Using Fuzzy Thresholding and Radon Transform', in ISSPIT: 8TH IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, IEEE COMPUTER SOC, -, pp. 58 - +, presented at IEEE International Symposium on Signal Processing and Information Technology, -, - , http://dx.doi.org/10.1109/ISSPIT.2008.4775686
2008
Mohammadi G; Fatemizadeh E, 2007, 'A New 2D Corner Detector for Extracting Landmarks from Brain MR Images', in A New 2D Corner Detector for Extracting Landmarks from Brain MR Images, International Symposium on Signal Processing and its Application, UAE, presented at International Symposium on Signal Processing and its Application, UAE, -
2007
Mohammadi G; Fatemizadeh E, 2007, 'A New 2D Landmark Extraction Approach Based on Covariance of Intensity Variation in a Mask', in A New 2D Landmark Extraction Approach Based on Covariance of Intensity Variation in a Mask, Iranian Conference on Biomedical Engineering, Iran, presented at Iranian Conference on Biomedical Engineering, Iran, -
2007
Mohammadi G, 2006, 'Removing Ocular Artifacts from EEG Signals Using Adaptive Filtering and ARMAX Modeling', in Ardil C (ed.), PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 11, WORLD ACAD SCI, ENG & TECH-WASET, Czech Republic, pp. 277 - 280, presented at World Academy of Science, Engineering and Technology, Czech Republic, - , http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000260419100051&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
2006
Mohammadi G; Shooshtari P; Vosoughi Vahdat B, 2006, 'Reduction of 2D Block Method Computational Cost for Electrical Impedance Tomography Equations', in Reduction of 2D Block Method Computational Cost for Electrical Impedance Tomography Equations, Iranian Conference on Electrical Engineering, Iran, presented at Iranian Conference on Electrical Engineering, Iran, -
2006
Mohammadi G; Shooshtari P; Molaee Ardekani B; Shamsollahi MB, 2006, 'Person Identification by Using AR Model for EEG Signals', in Ardil C (ed.), PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 11, WORLD ACAD SCI, ENG & TECH-WASET, Czech Republic, pp. 281 - 285, presented at World Academy of Science, Engineering and Technology, Czech Republic, - , http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000260419100052&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
2006
Book Chapters
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Vinciarelli A; Salamin H; Polychroniou A; Mohammadi G; Origlia A, 2012, 'From Nonverbal Cues to Perception: Personality and Social Attractiveness', in Cognitive Behavioral Systems, pp. 60 - 72, http://dx.doi.org/10.1007/978-3-642-34584-5_5
2012
Vinciarelli A; Mohammadi G, 2011, 'Towards a Technology of Nonverbal Communication', in Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives
2011
Vinciarelli A; Mohammadi G, 2010, 'Towards a technology of nonverbal communication: Vocal behavior in social and affective phenomena', in Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives, pp. 133 - 156, http://dx.doi.org/10.4018/978-1-61692-892-6.ch007
2010
Salamin H; Mohammadi G; Truong K; Vinciarelli A, 2010, 'More than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech', in Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces: Theoretical and Practical Issues, pp. 23 - 33, http://dx.doi.org/10.1007/978-3-642-18184-9_3
2010
  • 2019- Selected as Australia’s Research Field Leader (top researcher) in Human-Computer Interaction in the Australian Research Report

  • 2019- Best paper award in Affective Computing & Intelligent Interaction

  • 2015- Nomination for the Most Influential Articles in IEEE Transactions for Affective Computing Journal

  • 2013- Recipient of Google Anita Borg Memorial (Women Techmakers) Award 

COMP9417: Machine Learning and Data Mining

COMP9517: Computer Vision

COMP3511/COMP9511: Human-Computer Interaction