Select Publications

Book Chapters

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

Vinciarelli A; Mohammadi G, 2011, 'Towards a Technology of Nonverbal Communication', in Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives

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

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

Journal articles

Mohammadi G; Vuilleumier P, 2020, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing

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

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

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

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

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

Conference Papers

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

Mohammadi G; Vuilleumier P, 2017, 'Prediction of Emotional Moments from Neural Activity', in ABIM, presented at Alpine Brain Imaging Meeting

Mohammadi G; Vuilleumier P, 2016, 'A Multi-Cluster Pattern Analysis on Emotional States', in ABIM, presented at Alpine Brain Imaging Meeting

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

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

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

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

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

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

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

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

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

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

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

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, -

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, -

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

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, -

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

Reports

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2020, Video Generative Adversarial Networks: A Review

Menétrey M; Mohammadi G; Vuilleumier P, 2020, Assessing the Component Process Model of emotion using multivariate pattern classification analyses: A behavioral and psychophysiological study


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