An Intelligent Action Recognition System to assess Cognitive Behavior for Executive Function Disorder. - Ashwin Ramesh Babu; Mohammad Zakizadeh; James Robert Brady; Diane Calderon; Fillia Makedon (CASE, 2019)

An automated assessment system for embodied cognition in children: from motion data to executive functioning. - Alex Dillhoff; Konstantinos Tsiakas; Ashwin Ramesh Babu; Mohammad Zakizadehghariehali; Benjamin Buchanan; Morris Bell; Vassilis Athitsos; Fillia Makedon (iWOAR, 2019)

A Multi-modal System to Assess Cognition in Children from their Physical Movements. - Ashwin Ramesh Babu; Mohammad Zaki Zadeh; Ashish Jaiswal; Alexis Lueckenhoff; Maria Kyrarini; Fillia Makedon (ICMI, 2020)

Object detection and localization for an indoor assistive environment scenario. - Christos Sevastopoulos; Mohammad Zaki Zadeh; Fillia Makedon (PETRA, 2020)

Towards cognitive fatigue detection from functional magnetic resonance imaging data. - Mohammad Zaki Zadeh; Ashwin Ramesh Babu; Jason Bernard Lim; Maria Kyrarini; Glenn Wylie; Fillia Makedon (PETRA, 2020)

Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks. - Mohammad Zaki Zadeh; Ashwin Ramesh Babu; Ashish Jaiswal; Fillia Makedon (CoRR, 2020)

A Survey on Contrastive Self-supervised Learning. - Ashish Jaiswal; Ashwin Ramesh Babu; Mohammad Zaki Zadeh; Debapriya Banerjee; Fillia Makedon (CoRR, 2020)

Automated system to measure Tandem Gait to assess executive functions in children. - Mohammad Zaki Zadeh; Ashwin Ramesh Babu; Ashish Jaiswal; Maria Kyrarini; Morris Bell; Fillia Makedon (PETRA, 2021)

Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks. - Mohammad Zaki Zadeh; Ashwin Ramesh Babu; Ashish Jaiswal; Maria Kyrarini; Fillia Makedon (PETRA, 2021)

Understanding Cognitive Fatigue from fMRI Scans with Self-supervised Learning. - Ashish Jaiswal; Ashwin Ramesh Babu; Mohammad Zaki Zadeh; Fillia Makedon; Glenn Wylie (CoRR, 2021)

Indoors Traversability Estimation with Less Labels for Mobile Robots. - Christos Sevastopoulos; Michail Theofanidis; Mohammad Zaki Zadeh; Sneh Acharya; Stasinos Konstantopoulos; Vangelis Karkaletsis; Fillia Makedon (IRC, 2022)

Automated System to Measure Static Balancing in Children to Assess Executive Function. - Hamza Reza Pavel; Enamul Karim; Mohammad Zaki Zadeh; Ashish Jaiswal; Rithik Kapoor; Fillia Makedon (PETRA, 2022)

Large-Scale Self-Supervised Human Activity Recognition. - Mohammad Zaki Zadeh; Ashish Jaiswal; Hamza Reza Pavel; Aref Hebri; Rithik Kapoor; Fillia Makedon (PETRA, 2022)

Assessing Fatigue with Multimodal Wearable Sensors and Machine Learning. - Ashish Jaiswal; Mohammad Zaki Zadeh; Aref Hebri; Fillia Makedon (CoRR, 2022)

A Smart Sensor Suit (SSS) to Assess Cognitive and Physical Fatigue with Machine Learning. - Ashish Jaiswal; Mohammad Zaki Zadeh; Aref Hebri; Ashwin Ramesh Babu; Fillia Makedon (HCI (18), 2023)

Detecting Cognitive Fatigue in Subjects with Traumatic Brain Injury from FMRI Scans Using Self-Supervised Learning. - Ashish Jaiswal; Ashwin Ramesh Babu; Mohammad Zaki Zadeh; Glenn Wylie; Fillia Makedon (PETRA, 2023)

SmartFunction: An Immersive Vr System To Assess Attention Using Embodied Cognition. - Ashish Jaiswal; Aref Hebri; Hamza Reza Pavel; Mohammad Zaki Zadeh; Fillia Makedon (PETRA, 2023)

An EEG-based Cognitive Fatigue Detection System. - Enamul Karim; Hamza Reza Pavel; Ashish Jaiswal; Mohammad Zaki Zadeh; Michail Theofanidis; Glenn Wylie; Fillia Makedon (PETRA, 2023)