Y. Ouakrim

发表

Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers

Amar Mitiche, Youssef Ouakrim, Neila Mezghani, 2021, Sensors.

A variational method to determine the most representative shape of a set of curves and its application to knee kinematic data for pathology classification

Amar Mitiche, Youssef Ouakrim, Neila Mezghani, 2018, MedPRAI '18.

EEG Oscillatory Power and Complexity for Epileptic Seizure Detection

A. Mitiche, N. Mezghani, Y. Ouakrim, 2022, Applied Sciences.

Inverse problem for a class of nonlinear elliptic equations with entropy solution

Y. Ouakrim, A. Ellabib, 2019, Nonlinear Analysis: Real World Applications.

Numerical Study of Inverse Source Problem for Internal Degenerate Parabolic Equation

Y. Ouakrim, M. Alahyane, I. Boutaayamou, 2021 .

Context aware adaptable approach for fall detection bases on smart textile

Bessam Abdulrazak, Youssef Ouakrim, Neila Mezghani, 2017, 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI).

A Combined Visualization Method for Multivariate Data Analysis. Application to Knee Kinematic and Clinical Parameters Relationships

N. Hagemeister, N. Mezghani, Y. Ouakrim, 2020, Applied Sciences.

Kinematic Data Clustering for Healthy Knee Gait Characterization

A. Mitiche, N. Hagemeister, N. Mezghani, 2018, 2018 IEEE Life Sciences Conference (LSC).

A Vectorized Regularization Method for Multivalued Parameters Identification

Y. Ouakrim, A. Ellabib, 2019, International Journal of Computational Methods.

Biomechanical markers associations with pain, symptoms, and disability compared to radiographic severity in knee osteoarthritis patients: a secondary analysis from a cluster randomized controlled trial

N. Hagemeister, N. Mezghani, Y. Ouakrim, 2022, BMC Musculoskeletal Disorders.

On the identification of discontinuous matrix diffusion in elliptic equation

Y. Ouakrim, A. Ellabib, 2015 .

Pattern Classification by the Hotelling Statistic and Application to Knee Osteoarthritis Kinematic Signals

Youssef Ouakrim, Neila Mezghani, Badreddine Ben Nouma, 2019, Mach. Learn. Knowl. Extr..

Mechanical biomarkers of medial compartment knee osteoarthritis diagnosis and severity grading: Discovery phase.

Amar Mitiche, Youssef Ouakrim, Neila Mezghani, 2017, Journal of biomechanics.

Feature selection for driving fatigue characterization and detection using visual- and signal-based sensors

Charles Gouin-Vallerand, Youssef Ouakrim, Neila Mezghani, 2018, Applied Informatics.

A multivariate relationship between the kinematic and clinical parameters of knee osteoarthritis population

Youssef Ouakrim, Neila Mezghani, Nicola Hagemeister, 2019, BioMedical Engineering OnLine.

Healthy Knee Kinematic Phenotypes Identification Based on a Clustering Data Analysis

N. Hagemeister, N. Mezghani, Y. Ouakrim, 2021, Applied Sciences.

Physiological Data Validation of the Hexoskin Smart Textile

Youssef Ouakrim, Neila Mezghani, Nathaly Gaudreault, 2018, BIODEVICES.

Biomechanical signal classification of surgical and non-surgical candidates for knee arthroplasty

Amar Mitiche, Youssef Ouakrim, Neila Mezghani, 2016, 2016 International Symposium on Signal, Image, Video and Communications (ISIVC).

Knee Kinematics Feature Selection for Surgical and Nonsurgical Arthroplasty Candidate Characterization

Amar Mitiche, Youssef Ouakrim, Neila Mezghani, 2018, BIOSIGNALS.

A Heuristic Algorithm of Cooperative Agents Communication for Enhanced GAF Routing Protocol in WSNs

Youssef Ouakrim, Said Raghay, Layla Aziz, 2019, Wirel. Commun. Mob. Comput..

Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers

A. Mitiche, N. Mezghani, M. Abid, 2021, Sensors.

Physical Activity Classification Using a Smart Textile

Amel Benazza-Benyahia, Youssef Ouakrim, Neila Mezghani, 2018, 2018 IEEE Life Sciences Conference (LSC).

Graphical-based multivariate analysis for knee joint clinical and kinematic data correlation assessment

Youssef Ouakrim, Michael Dunbar, Neila Mezghani, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

A Comparative Study of End-To-End Discriminative Deep Learning Models for Knee Joint Kinematic Time Series Classification

A. Mitiche, M. Abid, Y. Ouakrim, 2019, 2019 IEEE Signal Processing in Medicine and Biology Symposium (SPMB).

3D Kinematics and Decision Trees to Predict the Impact of a Physical Exercise Program on Knee Osteoarthritis Patients

N. Hagemeister, N. Mezghani, Y. Ouakrim, 2021, Applied Sciences.

Prediction of the Impact of Physical Exercise on Knee Osteoarthritis Patients using Kinematic Signal Analysis and Decision Trees

Youssef Ouakrim, Neila Mezghani, Nicola Hagemeister, 2020, BIOSIGNALS.

Kinematic gait analysis of workers exposed to knee straining postures by Bayes decision rule

Amar Mitiche, Youssef Ouakrim, Neila Mezghani, 2015, Artif. Intell. Res..