Hassan Ismail Fawaz

31 papers B 5Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Arabic Prompts with English Tools: A Benchmark. CoRR Konstantin Kubrak, Ahmed El-Moselhy, Ammar Alsulami, Remaz Altuwaim, Hassan Ismail Fawaz, Faisal Alsaby
2025	B	`conf`	Arabic Prompts with English Tools: A Benchmark. IEEE Big Data Konstantin Kubrak, Ahmed El-Moselhy, Ammar Alsulami, Remaz Altuwaim, Hassan Ismail Fawaz, Faisal Alsaby
2025	J	`jnl`	Deep unsupervised domain adaptation for time series classification: a benchmark. Data Min. Knowl. Discov. Hassan Ismail Fawaz, Ganesh Del Grosso, Tanguy Kerdoncuff, Aurélie Boisbunon, Illyyne Saffar
2025	J	`jnl`	Time series adversarial attacks: an investigation of smooth perturbations and defense approaches. Int. J. Data Sci. Anal. Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
2023	J	`jnl`	Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark. CoRR Hassan Ismail Fawaz, Ganesh Del Grosso, Tanguy Kerdoncuff, Aurelie Boisbunon, Illyyne Saffar
2023	—	`conf`	ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging. AALTD@ECML/PKDD Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
2023	J	`jnl`	ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging. CoRR Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
2022	—	`conf`	Smooth Perturbations for Time Series Adversarial Attacks. PAKDD (1) Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
2020	J	`jnl`	Deep learning for time series classification. CoRR Hassan Ismail Fawaz
2020	—	`—`	Deep learning for time series classification. (Apprentissage profond pour la classification des séries temporelles). Hassan Ismail Fawaz
2020	J	`jnl`	InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2020	—	`conf`	Knowledge-driven Biometric Authentication in Virtual Reality. CHI Extended Abstracts Florian Mathis, Hassan Ismail Fawaz, Mohamed Khamis
2020	B	`conf`	Neural Architecture Search for Time Series Classification. IJCNN Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
2019	J	`jnl`	Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	Adversarial Attacks on Deep Neural Networks for Time Series Classification. IJCNN Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Adversarial Attacks on Deep Neural Networks for Time Series Classification. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	—	`conf`	Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels. EGC Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	Automatic Alignment of Surgical Videos Using Kinematic Data. AIME Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Automatic alignment of surgical videos using kinematic data. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	Deep Neural Network Ensembles for Time Series Classification. IJCNN Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Deep Neural Network Ensembles for Time Series Classification. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Deep learning for time series classification: a review. Data Min. Knowl. Discov. Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	InceptionTime: Finding AlexNet for Time Series Classification. CoRR Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2018	J	`jnl`	Data augmentation using synthetic data for time series classification with deep residual networks. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Deep learning for time series classification: a review. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	—	`conf`	Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks. MICCAI (4) Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Evaluating surgical skills from kinematic data using convolutional neural networks. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin
2018	—	`conf`	Transfer learning for time series classification. IEEE BigData Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Transfer learning for time series classification. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller