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Author

Hassan Ismail Fawaz

Observed name: Fawaz, Hassan Ismail
ORCID: 0000-0003-1384-5996
Observed ORCID: 0000-0003-1384-5996
OpenAlex ID: A5044378917
Deep learning for time series classification: a review
2019 · Hassan Ismail Fawaz, Germain Forestier, et al. · Data Mining and Knowledge Discovery · 3,610
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Transfer learning for time series classification
2018 · Hassan Ismail Fawaz, Germain Forestier, et al. · IEEE International Conference on Big Data (BigData) · 328
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Data augmentation using synthetic data for time series classification with deep residual networks
2018 · Fawaz, Hassan Ismail, Forestier, Germain, et al. · arXiv (Cornell University) · 187
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Adversarial Attacks on Deep Neural Networks for Time Series Classification
2019 · Hassan Ismail Fawaz, Germain Forestier, et al. · International Joint Conference on Neural Networks (IJCNN) · 168
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Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks
2018 · Hassan Ismail Fawaz, Germain Forestier, et al. · Lecture notes in computer science · 125
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Deep Neural Network Ensembles for Time Series Classification
2019 · Hassan Ismail Fawaz, Germain Forestier, et al. · International Joint Conference on Neural Networks (IJCNN) · 112
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Knowledge-driven Biometric Authentication in Virtual Reality
2020 · Florian Mathis, Hassan Ismail Fawaz, et al. · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · 88
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Surgical motion analysis using discriminative interpretable patterns
2018 · Germain Forestier, François Petitjean, et al. · Artificial Intelligence in Medicine · 62
Neural Architecture Search for Time Series Classification
2020 · Hojjat Rakhshani, Hassan Ismail Fawaz, et al. · International Joint Conference on Neural Networks (IJCNN) · 33
Deep learning for time series classification
2020 · Fawaz, Hassan Ismail · arXiv (Cornell University) · 30
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Smooth Perturbations for Time Series Adversarial Attacks
2022 · Gautier Pialla, Hassan Ismail Fawaz, et al. · Lecture notes in computer science · 21
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Time series adversarial attacks: an investigation of smooth perturbations and defense approaches
2023 · Gautier Pialla, Hassan Ismail Fawaz, et al. · International Journal of Data Science and Analytics · 19
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ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging
2023 · Ali Ismail-Fawaz, Hassan Ismail Fawaz, et al. · Lecture notes in computer science · 11
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Deep learning for time series classification
2020 · Hassan Ismail Fawaz · theses.fr (ABES) · 9
Deep unsupervised domain adaptation for time series classification: a benchmark
2025 · Hassan Ismail Fawaz, Ganesh Del Grosso, et al. · Data Mining and Knowledge Discovery · 8
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Arabic Prompts with English Tools: A Benchmark
2026 · Kubrak, Konstantin, El-Moselhy, Ahmed, et al. · arXiv (Cornell University) · 3
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Arabic Prompts with English Tools: A Benchmark
2025 · Konstantin Kubrak, Ahmed El-Moselhy, et al. · IEEE International Conference on Big Data (BigData)
DreamTime: Finding AlexNet for Time Series Classification
2019 · Hassan Ismail Fawaz, Benjamín Lucas, et al. · arXiv (Cornell University)
Works count: 19
Citation count: 4,814
H-index: 12
I10-index: 13
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