Real-time implementation of a Type-2 Fuzzy Logic Controller to control a DC servomotor with different defuzzification methods. - Haytham M. Fayek; I. Elamvazuthi (MMAR, 2013)

Towards real-time Speech Emotion Recognition using deep neural networks. - Haytham M. Fayek; Margaret Lech; Lawrence Cavedon (ICSPCS, 2015)

Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labels. - Haytham M. Fayek; Margaret Lech; Lawrence Cavedon (IJCNN, 2016)

On the Correlation and Transferability of Features Between Automatic Speech Recognition and Speech Emotion Recognition. - Haytham M. Fayek; Margaret Lech; Lawrence Cavedon (INTERSPEECH, 2016)

MatDL: A Lightweight Deep Learning Library in MATLAB. - Haytham M. Fayek (J. Open Source Softw., 2017)

Evaluating deep learning architectures for Speech Emotion Recognition. - Haytham M. Fayek; Margaret Lech; Lawrence Cavedon (Neural Networks, 2017)

On the Transferability of Representations in Neural Networks Between Datasets and Tasks. - Haytham M. Fayek; Lawrence Cavedon; Hong Ren Wu (CoRR, 2018)

Sound Event Classification and Detection with Weakly Labeled Data. - Sharath Adavanne; Haytham M. Fayek; Vladimir Tourbabin (DCASE, 2019)

Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data. - Haytham M. Fayek; Anurag Kumar (IJCAI, 2020)

Progressive learning: A deep learning framework for continual learning. - Haytham M. Fayek; Lawrence Cavedon; Hong Ren Wu (Neural Networks, 2020)

Temporal Reasoning via Audio Question Answering. - Haytham M. Fayek; Justin Johnson 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

PRE-NAS: predictor-assisted evolutionary neural architecture search. - Yameng Peng; Andy Song; Vic Ciesielski; Haytham M. Fayek; Xiaojun Chang (GECCO, 2022)

Knowledge Capture and Replay for Continual Learning. - Saisubramaniam Gopalakrishnan; Pranshu Ranjan Singh; Haytham M. Fayek; Savitha Ramasamy; Arulmurugan Ambikapathi (WACV, 2022)

Fast Evolutionary Neural Architecture Search by Contrastive Predictor with Linear Regions. - Yameng Peng; Andy Song; Vic Ciesielski; Haytham M. Fayek; Xiaojun Chang (GECCO, 2023)

Evoking empathy with visually impaired people through an augmented reality embodiment experience. - Renan Guarese; Emma Pretty; Haytham M. Fayek; Fabio Zambetta; Ron G. van Schyndel (VR, 2023)

Replicability and Transparency for the Creation of Public Human User Video Game Datasets. - Emma J. Pretty; Renan Guarese; Haytham M. Fayek; Fabio Zambetta (VR Workshops, 2023)

The Structurally Complex with Additive Parent Causality (SCARY) Dataset. - Jarry Chen; Haytham M. Fayek (CoRR, 2023)

PRE-NAS: Evolutionary Neural Architecture Search With Predictor. - Yameng Peng; Andy Song; Vic Ciesielski; Haytham M. Fayek; Xiaojun Chang (IEEE Trans. Evol. Comput., 2023)

SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS. - Yameng Peng; Andy Song; Haytham M. Fayek; Vic Ciesielski; Xiaojun Chang (ICLR, 2024)

Comparing Subjective Measures of Workload in Video Game Play: Evaluating the Test-Retest Reliability of the VGDS and NASA-TLX. - Emma Jane Pretty; Renan Luigi Martins Guarese; Haytham M. Fayek; Fabio Zambetta (ICMI Companion, 2024)

A Case for Personalized Non-Player Character Companion Design. - Emma J. Pretty; Haytham M. Fayek; Fabio Zambetta (Int. J. Hum. Comput. Interact., 2024)

Multimodal Measurement of Cognitive Load in a Video Game Context: A Comparative Study Between Subjective and Objective Metrics. - Emma J. Pretty; Renan Guarese; Chloe A. Dziego; Haytham M. Fayek; Fabio Zambetta (IEEE Trans. Games, 2024)

Narrow-Band RFI Mitigation in Synthetic Aperture Radars Using Variable Space-Frequency Filter. - Nermine Hendy; Akram Al-Hourani; Thomas Kraus; Maximilian Schandri; Markus Bachmann; Haytham M. Fayek (IEEE Geosci. Remote. Sens. Lett., 2025)

SEMUS - An Open-Source RF-Level SAR Emulator for Interference Modeling in Spaceborne Applications. - Nermine Hendy; Ferdi Kurnia; Thomas Kraus; Markus Bachmann; Marco Martorella; Robin J. Evans 001; Manfred Zink; Haytham M. Fayek; Akram Al-Hourani (IEEE Trans. Aerosp. Electron. Syst., 2025)

Effects of task difficulty and music expertise in virtual reality: Observations of cognitive load and task accuracy in a rhythm exergame. - Kyla Ellahiyoun; Emma Jane Pretty; Renan Guarese; Marcel Takac; Haytham M. Fayek; Fabio Zambetta (CoRR, 2025)