Haytham M. Fayek - Publications, H-index & Citations

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Haytham M. Fayek

RMIT University

15H-index

78Paper Count

1.3KCitation Count

Published Papers 15

Publication Date

Zero-Shot Neural Network Evaluation With Sample-Wise Activation Patterns

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2026-05-07

PREAI

Yameng Peng; Andy Song; Haytham M. Fayek; Vic Ciesielski; Xiaojun Chang

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Foundation Models for Anomaly Detection: Vision and Challenges

AI MAGAZINE

IF3.2

2025-12-02

OAAI

Ren, Jing; Tang, Tao; Jia, Hong; Xu, Ziqi; Fayek, Haytham; Li, Xiaodong; Ma, Suyu; Xu, Xiwei; Xia, Feng

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Structure mode shapes classification using graph convolutional networks in automotive application

COMPUTERS & STRUCTURES

IF4.8

2025-07-01

OAAI

Tohmuang, Sitthichart; Fard, Mohammad; Marzocca, Pier; Swayze, James L.; Huber, John E.; Fayek, Haytham M.

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Narrow-Band RFI Mitigation in Synthetic Aperture Radars Using Variable Space-Frequency Filter

ieee geoscience and remote sensing magazine

IF4.4

2025-01-01

PREAI

Hendy, Nermine; Al-Hourani, Akram; Kraus, Thomas; Schandri, Maximilian; Bachmann, Markus; Fayek, Haytham M.

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Optimising fatigue crack growth predictions for small cracks under variable amplitude loading

INTERNATIONAL JOURNAL OF FATIGUE

IF6.8

2024-08-01

PREAI

Dixon, B.; Fayek, H.; Hodgen, C.; Wiley, T.; Barter, S.

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Continual Deep Learning for Time Series Modeling

SENSORS

IF3.5

2023-08-14

OAAI

Ao, Sio-Iong; Fayek, Haytham

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Trusted Autonomous Operations of Distributed Satellite Systems Using Optical Sensors

SENSORS

IF3.5

2023-03-22

OAAI

Thangavel, Kathiravan; Spiller, Dario; Sabatini, Roberto; Amici, Stefania; Longepe, Nicolas; Servidia, Pablo; Marzocca, Pier; Fayek, Haytham; Ansalone, Luigi

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A Case for Personalized Non-Player Character Companion Design

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

IF4.9

2023-03-06

PREAI

Pretty, Emma J. J.; Fayek, Haytham M. M.; Zambetta, Fabio

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PRE-NAS: Evolutionary Neural Architecture Search With Predictor

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

IF12

2023-02-01

PREAI

Peng, Yameng; Song, Andy; Ciesielski, Vic; Fayek, Haytham M. M.; Chang, Xiaojun

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Deep Learning Approaches for Air-Writing Using Single UWB Radar

IEEE SENSORS JOURNAL

IF4.5

2022-06-15

PREAI

Hendy, Nermine; Fayek, Haytham M.; Al-Hourani, Akram

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Advanced multi-input system identification for next generation aircraft loads monitoring using linear regression, neural networks and deep learning

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-05-01

PREAI

Candon, Michael; Esposito, Marco; Fayek, Haytham; Levinski, Oleg; Koschel, Stephan; Joseph, Nish; Carrese, Robert; Marzocca, Pier

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Progressive learning: A deep learning framework for continual learning

NEURAL NETWORKS

IF6.3

2020-08-01

PREAI

Fayek, Haytham M.; Cavedon, Lawrence; Wu, Hong Ren

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Temporal Reasoning via Audio Question Answering

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2020-01-01

OAAI

Fayek, Haytham M.; Johnson, Justin

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Evaluating deep learning architectures for Speech Emotion Recognition

NEURAL NETWORKS

IF6.3

2017-08-01

357

PREAI

Fayek, Haytham M.; Lech, Margaret; Cavedon, Lawrence

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A controller based on Optimal Type-2 Fuzzy Logic: Systematic design, optimization and real-time implementation

ISA TRANSACTIONS

IF6.5

2014-09-01

PREAI

Fayek, H. M.; Elamvazuthi, I.; Perumal, N.; Venkatesh, B.

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Research Directions