Hassan Ismail Fawaz - Concepedia

Author

Hassan Ismail Fawaz

Université de Haute-Alsace ORCID

Also Known As

Fawaz, Hassan Ismail, Hassan Ismail Fawaz, Ismail Fawaz, Hassan

Publications

4.1K

Citations

H-Index

Concepts

All Affiliations

Université de Haute-Alsace Centre de Recherche en Informatique Monash University

About

Hassan Ismail Fawaz is an author at Université de Haute-Alsace specializing in engineering, pattern recognition, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	461
2	Computer Science	5	5	401
3	Data Science	4	4	324
4	Medicine	1	1	60
5	Artificial Intelligence	1	1	135

Hassan Ismail Fawaz

Publications

920

Citations

H-Index

Page 1

	Year	Citations
Transfer learning for time series classification Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber,	2018	264
Adversarial Attacks on Deep Neural Networks for Time Series Classification Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Artificial IntelligenceData AugmentationConvolutional Neural NetworkEngineeringMachine Learning	2019	135
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, univOAK (4 institutions : Université de Strasbourg, Université de Haute Alsace, INSA Strasbourg, Bibliothèque Nationale et Universitaire de Strasbourg)	2019	105
Deep Neural Network Ensembles for Time Series Classification Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Natural Language ProcessingConvolutional Neural NetworkDeep Neural NetworksEngineeringMachine Learning	2019	93
Data augmentation using synthetic data for time series classification\n with deep residual networks Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, arXiv (Cornell University)	2018	80
Knowledge-driven Biometric Authentication in Virtual Reality Florian Mathis, Hassan Ismail Fawaz, Mohamed Khamis Hand Movement PatternsEngineeringBiometric PrivacyInformation SecurityBiometrics	2020	77
Data augmentation using synthetic data for time series classification with deep residual networks Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningAutoencodersData Generation	2018	73
Surgical motion analysis using discriminative interpretable patterns Germain Forestier, François Petitjean, Pavel Senin, Artificial Intelligence in Medicine Machine VisionImage AnalysisEngineeringComputer-assisted SurgeryPattern Recognition	2018	60
Neural Architecture Search for Time Series Classification Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationData Science	2020	23
Time series adversarial attacks: an investigation of smooth perturbations and defense approaches Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, International Journal of Data Science and Analytics	2023	10

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