Towards Communicative Face Occlusions: Machine Detection of Hand-over-Face Gestures. - Marwa Mahmoud; Rana El Kaliouby; Amr Goneid (ICIAR, 2009)

3D Corpus of Spontaneous Complex Mental States. - Marwa Mahmoud; Tadas Baltrusaitis; Peter Robinson 001; Laurel D. Riek (ACII (1), 2011)

Interpreting Hand-Over-Face Gestures. - Marwa Mahmoud; Peter Robinson 001 (ACII (2), 2011)

Real-time inference of mental states from facial expressions and upper body gestures. - Tadas Baltrusaitis; Daniel McDuff; Ntombikayise Banda; Marwa Mahmoud; Rana El Kaliouby; Peter Robinson 001; Rosalind W. Picard (FG, 2011)

Crowdsouring in emotion studies across time and culture. - Marwa M. Mahmoud; Tadas Baltrusaitis; Peter Robinson 001 (CrowdMM@ACM Multimedia, 2012)

Automatic behavior descriptors for psychological disorder analysis. - Stefan Scherer; Giota Stratou; Marwa Mahmoud; Jill Boberg; Jonathan Gratch; Albert A. Rizzo; Louis-Philippe Morency (FG, 2013)

Automatic multimodal descriptors of rhythmic body movement. - Marwa Mahmoud; Louis-Philippe Morency; Peter Robinson 001 (ICMI, 2013)

Automatic Detection of Naturalistic Hand-over-Face Gesture Descriptors. - Marwa Mahmoud; Tadas Baltrusaitis; Peter Robinson 001 (ICMI, 2014)

Automatic audiovisual behavior descriptors for psychological disorder analysis. - Stefan Scherer; Giota Stratou; Gale M. Lucas; Marwa Mahmoud; Jill Boberg; Jonathan Gratch; Albert A. Rizzo; Louis-Philippe Morency (Image Vis. Comput., 2014)

Decoupling facial expressions and head motions in complex emotions. - Andra Adams; Marwa Mahmoud; Tadas Baltrusaitis; Peter Robinson 001 (ACII, 2015)

Cross-dataset learning and person-specific normalisation for automatic Action Unit detection. - Tadas Baltrusaitis; Marwa Mahmoud; Peter Robinson 001 (FG, 2015)

Analysis of hand-over-face gestures in natural expressions. - Marwa Mahmoud (2015)

Towards a User-Centric In-Vehicle Navigational System. - Olivia Wiles; Marwa Mahmoud; Peter Robinson 001; Eduardo Dias 002; Lee Skrypchuk (AutomotiveUI, 2016)

Towards automatic analysis of gestures and body expressions in depression. - Marwa Mahmoud; Peter Robinson 001 (PervasiveHealth, 2016)

Automatic Analysis of Naturalistic Hand-Over-Face Gestures. - Marwa Mahmoud; Tadas Baltrusaitis; Peter Robinson 001 (ACM Trans. Interact. Intell. Syst., 2016)

Multimodal classification of driver glance. - Daniel Baumann; Marwa Mahmoud; Peter Robinson 001; Eduardo Dias 002; Lee Skrypchuk (ACII, 2017)

Estimating Sheep Pain Level Using Facial Action Unit Detection. - Yiting Lu; Marwa Mahmoud; Peter Robinson 001 (FG, 2017)

Automatic Detection of a Driver's Complex Mental States. - Zhiyi Ma; Marwa Mahmoud; Peter Robinson 001; Eduardo Dias 002; Lee Skrypchuk (ICCSA (3), 2017)

Intelligent scheduling for in-car notifications. - Jonathan Wright; Quentin Stafford-Fraser; Marwa Mahmoud; Peter Robinson 001; Eduardo Dias 002; Lee Skrypchuk (RTSI, 2017)

Enhanced Traffic Simulation for Improved Realism in Driving Simulators. - Bihao Wang; Marwa Mahmoud; Javier Echevarría Cuesta; Hannah Close; Quentin Stafford-Fraser; Peter Robinson 001 (AutomotiveUI (adjunct), 2018)

Analysis of Yawning Behaviour in Spontaneous Expressions of Drowsy Drivers. - Zhuoni Jie; Marwa Mahmoud; Quentin Stafford-Fraser; Peter Robinson 001; Eduardo Dias 002; Lee Skrypchuk (FG, 2018)

Shape-only Features for Plant Leaf Identification. - Charlie Hewitt; Marwa Mahmoud (CoRR, 2018)

Pose-Informed Face Alignment for Extreme Head Pose Variations in Animals. - Charlie Hewitt; Marwa Mahmoud (ACII, 2019)

Considering Race a Problem of Transfer Learning. - Akbir Khan; Marwa Mahmoud (WACV Workshops, 2019)

The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children. - Erik Marchi; Tadas Baltrusaitis; Andra Adams; Marwa Mahmoud; Ofer Golan; Shimrit Fridenson-Hayo; Shahar Tal; Shai Newman; Noga Meir-Goren; Antonio Camurri; Stefano Piana; Björn W. Schuller; et al. (IEEE Trans. Games, 2019)

Automatic Detection of Self-Adaptors for Psychological Distress. - Weizhe Lin; Indigo Orton; Mingyu Liu; Marwa Mahmoud (FG, 2020)

Towards automatic monitoring of disease progression in sheep: A hierarchical model for sheep facial expressions analysis from video. - Francisca Pessanha; Krista McLennan; Marwa Mahmoud (FG, 2020)

ALANet: Autoencoder-LSTM for pain and protective behaviour detection. - Xinhui Yuan; Marwa Mahmoud (FG, 2020)

Multimodal Deep Learning Framework for Mental Disorder Recognition. - Ziheng Zhang; Weizhe Lin; Mingyu Liu; Marwa Mahmoud (FG, 2020)

DeepSinse: deep learning-based detection of single molecules. - John S. H. Danial; Raed Shalaby; Katia Cosentino; Marwa M. Mahmoud; Fady Medhat; David Klenerman; Ana J. Garcia Saez (Bioinform., 2021)

Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States. - Sofia Broomé; Marcelo Feighelstein; Anna Zamansky; Gabriel Carreira Lencioni; Pia Haubro Andersen; Francisca Pessanha; Marwa Mahmoud; Hedvig Kjellström; Albert Ali Salah (CoRR, 2022)

Multimodal temporal machine learning for Bipolar Disorder and Depression Recognition. - Francesco Ceccarelli; Marwa Mahmoud (Pattern Anal. Appl., 2022)

Open-Sheep-Face: A Comprehensive Application for Sheep Face Analysis and Pain Estimation. - Zejian Feng; Martina Karaskova; Marwa Mahmoud (ACIIW, 2023)

Affective Computing for Mental Wellbeing: Challenges, Opportunities, and Promising Synergies. - Iulia Lefter; David D. Luxton; Alice Baird; Theodora Chaspari; Zakia Hammal; Marwa Mahmoud; Albert Ali Salah (ACIIW, 2023)

Towards early prediction of neurodevelopmental disorders: Computational model for Face Touch and Self-adaptors in Infants. - Bruno Tafur; Staci Weiss; Marwa Mahmoud (ICMI Companion, 2023)

Interactive Technologies for AI in Healthcare: Diagnosis, Management, and Assistance (ITAH). - Oznur Alkan; Oya Çeliktutan; Hanan Salam; Marwa Mahmoud; Greg Buckley; Niamh Phelan (IUI Companion, 2023)

Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions. - Sofia Broomé; Marcelo Feighelstein; Anna Zamansky; Gabriel Carreira Lencioni; Pia Haubro Andersen; Francisca Pessanha; Marwa Mahmoud; Hedvig Kjellström; Albert Ali Salah (Int. J. Comput. Vis., 2023)

Looking at the Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress. - Weizhe Lin; Indigo Orton; Qingbiao Li; Gabriela Pavarini; Marwa Mahmoud (IEEE Trans. Affect. Comput., 2023)

Unlocking the Black Box: Concept-Based Modeling for Interpretable Affective Computing Applications. - Xinyu Li; Marwa Mahmoud (FG, 2024)

Query-Based Topic Modeling and Trend Analysis in Scientific Literature. - Ahmed Tarek; Marwa Mahmoud; Basma Afifi; Maggie Mashaly; Mervat Abu-Elkheir (ICM, 2024)

Interpretable Concept-based Deep Learning Framework for Multimodal Human Behavior Modeling. - Xinyu Li; Marwa Mahmoud (CoRR, 2025)