Neila Mezghani

According to our database, Neila Mezghani authored at least 49 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Domain adaptation for EEG-based, cross-subject epileptic seizure prediction.

Imene Jemal, Lina Abou-Abbas, Khadidja Henni, Amar Mitiche, Neila Mezghani

Frontiers Neuroinformatics, 2024

On the Use of Hidden Markovian Model to Detect Cough from Respiratory Signals.

Sofia Ben Jebara, Youssef Ouakrim, Philippe C. Dixon, Neila Mezghani

Proceedings of the 12th IEEE International Symposium on Signal, 2024

Imbalance-aware Machine Learning for Epileptic Seizure Detection.

Khadidja Henni, Lina Abou-Abbas, Imene Jemal, Amar Mitiche, Neila Mezghani

Proceedings of the 12th IEEE International Symposium on Signal, 2024

2023

A Method for Quantifying Back Flexion/Extension from Three Inertial Measurement Units Mounted on a Horse's Withers, Thoracolumbar Region, and Pelvis.

Chloé Hatrisse, Claire Macaire, Camille Hébert, Sandrine Hanne-Poujade, Emeline De Azevedo, Fabrice Audigié, Khalil Ben-Mansour, Frédéric Marin, Pauline Martin, Neila Mezghani, Henry Château, Laurence Chèze

Sensors, December, 2023

Patient-independent epileptic seizure detection by stable feature selection.

Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Amar Mitiche, Neila Mezghani

Expert Syst. Appl., December, 2023

Machine Learning Based Approaches for Cough Detection From Acceleration Signal.

Ines Belhaj Messaoud, Elyes Ben Cheikh, Assaad Chiboub, Karim Loulou, Youssef Ouakrim, Sofia Ben Jebara, Philippe C. Dixon, Neila Mezghani

Proceedings of the International Conference on Cyberworlds, 2023

Analyzing US Airline Customer Sentiment on Twitter using Multinomial Logistic Regression and Feature Reduction.

Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Neila Mezghani

Proceedings of the 7th IEEE Congress on Information Science and Technology, 2023

2022

An Interpretable Deep Learning Classifier for Epileptic Seizure Prediction Using EEG Data.

Imene Jemal, Neila Mezghani, Lina Abou-Abbas, Amar Mitiche

IEEE Access, 2022

Knee kinesiography exam: literature review of an innovative dynamic assessment of knee dysfunctions, towards functional imaging.

Nicola Hagemeister, Joseph Zeni Jr., Alix Cagnin, Shawna Crescenzo, Neila Mezghani

Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

2021

A Real-time Posture Monitoring System Towards Bad Posture Detection.

Ferdews Tlili, Rim Haddad, Ridha Bouallegue, Neila Mezghani

Wirel. Pers. Commun., 2021

A Spectral-Based Approach for BCG Signal Content Classification.

Mohamed Chiheb Ben Nasr, Sofia Ben Jebara, Samuel Otis, Bessam Abdulrazak, Neila Mezghani

Sensors, 2021

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

Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani

Sensors, 2021

An Effective Deep Neural Network Architecture for Cross-Subject Epileptic Seizure Detection in EEG Data.

Imene Jemal, Amar Mitiche, Lina Abou-Abbas, Khadidja Henni, Neila Mezghani

Proceedings of CECNet 2021, 2021

Focal and Generalized Seizures Distinction by Rebalancing Class Data and Random Forest Classification.

Lina Abou-Abbas, Imene Jemal, Khadidja Henni, Amar Mitiche, Neila Mezghani

Proceedings of the Bioengineering and Biomedical Signal and Image Processing, 2021

2020

Cluster Density Properties Define a Graph for Effective Pattern Feature Selection.

Khadidja Henni, Neila Mezghani, Amar Mitiche

IEEE Access, 2020

Respiratory Activity Classification Based on Ballistocardiogram Analysis.

Mohamed Chiheb Ben Nasr, Sofia Ben Jebara, Samuel Otis, Bessam Abdulrazak, Neila Mezghani

Proceedings of the Impact of Digital Technologies on Public Health in Developed and Developing Countries, 2020

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

Fatima Bensalma, Glen Richardson, Youssef Ouakrim, Alexandre Fuentes, Michael Dunbar, Nicola Hagemeister, Neila Mezghani

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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

M. Mezghani, Nicola Hagemeister, M. Kouki, Youssef Ouakrim, Alexandre Fuentes, Neila Mezghani

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

A Mobile Application for Physical Activity Recognition using Acceleration Data from Wearable Sensors for Cardiac Rehabilitation.

Mariem Chaari, Mariem Abid, Youssef Ouakrim, Mariam Lahami, Neila Mezghani

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

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

Badreddine Ben Nouma, Amar Mitiche, Youssef Ouakrim, Neila Mezghani

Mach. Learn. Knowl. Extr., 2019

Smart Mat for Respiratory Activity Detection: Study in a Clinical Setting.

Samuel Otis, Bessam Abdulrazak, Sofia Ben Jebara, Francois Tournoux, Neila Mezghani

Proceedings of the How AI Impacts Urban Living and Public Health, 2019

2018

Unsupervised graph-based feature selection via subspace and pagerank centrality.

Khadidja Henni, Neila Mezghani, Charles Gouin-Vallerand

Expert Syst. Appl., 2018

Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches.

Mohamed El Amine Elforaici, Ismail Chaaraoui, Wassim Bouachir, Youssef Ouakrim, Neila Mezghani

CoRR, 2018

A Review on posture monitoring systems.

Ferdews Tlili, Rim Haddad, Youssef Ouakrim, Ridha Bouallegue, Neila Mezghani

Proceedings of the International Conference on Smart Communications and Networking, 2018

A survey on smart shoe insole systems.

Salma Saidani, Rim Haddad, Neila Mezghani, Ridha Bouallegue

Proceedings of the International Conference on Smart Communications and Networking, 2018

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

Badreddine Ben Nouma, Neila Mezghani, Amar Mitiche, Youssef Ouakrim

Proceedings of the 2nd Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2018

A Survey on sitting posture monitoring systems.

Ferdews Tlili, Rim Haddad, Youssef Ouakrim, Ridha Bouallegue, Neila Mezghani

Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

Comparative Study of Heart Rate Extraction Methods for a Novel Intelligent Mattress.

Samuel Otis, Neila Mezghani, Bessam Abdulrazak

Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

Driving Fatigue Characterization using Feature Ranking.

Khadidja Henni, Neila Mezghani, Charles Gouin-Vallerand, Perrine Ruer, Evelyne F. Vallières

Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

Physiological Data Validation of the Hexoskin Smart Textile.

N. H. Cherif, Neila Mezghani, Nathaly Gaudreault, Youssef Ouakrim, I. Mouzoune, P. Boulay

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Knee Kinematics Feature Selection for Surgical and Nonsurgical Arthroplasty Candidate Characterization.

Mohamed Amine Ben Arous, Mickel Dunbar, Shaima Arfaoui, Amar Mitiche, Youssef Ouakrim, Alexandre Fuentes, Glen Richardson, Neila Mezghani

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Context aware adaptable approach for fall detection bases on smart textile.

Neila Mezghani, Youssef Ouakrim, Md. R. Islam, Rami Yared, Bessam Abdulrazak

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

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

Neila Mezghani, Mickel Dunbar, Youssef Ouakrim, Alexandre Fuentes, Amar Mitiche, S. Whynot, Glen Richardson

Proceedings of the International Symposium on Signal, Image, Video and Communications, 2016

Data correction to determine a representative pattern of a set of 3D knee kinematic measurements.

Imen Mechmeche, Amar Mitiche, Youssef Ouakrim, Jacques A. de Guise, Neila Mezghani

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

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

Neila Mezghani, Nathaly Gaudreault, Amar Mitiche, Leila Ayoubian, Youssef Ouakrim, Nicola Hagemeister, Jacques A. de Guise

Artif. Intell. Res., 2015

Towards the Identification of Players' Profiles Using Game's Data Analysis Based on Regression Model and Clustering.

Souhila Benmakrelouf, Neila Mezghani, Nadjia Kara

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

An analysis of the transitions between mobile application usages based on markov chains.

Charles Gouin-Vallerand, Neila Mezghani

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2012

Maximum Entropy Gibbs Density Modeling for Pattern Classification.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet

Entropy, 2012

A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification.

Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise

Int. J. Comput. Assist. Radiol. Surg., 2012

2010

A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network.

Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2008

Automatic Classification of Asymptomatic and Osteoarthritis Knee Gait Patterns Using Kinematic Data Features and the Nearest Neighbor Classifier.

Neila Mezghani, Sabine Husse, Karine Boivin, Katia Turcot, Rachid Aissaoui, Nicola Hagemeister, Jacques A. de Guise

IEEE Trans. Biomed. Eng., 2008

Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet

IEEE Trans. Pattern Anal. Mach. Intell., 2008

A computer-based classifier of three-dimensional spinal scoliosis severity.

Neila Mezghani, Ramnada Chav, Ludovic Humbert, Stefan Parent, Wafa Skalli, Jacques A. de Guise

Int. J. Comput. Assist. Radiol. Surg., 2008

A Gibbsian Kohonen Network for Online Arabic Character Recognition.

Neila Mezghani, Amar Mitiche

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

2005

A new representation of shape and its use for high performance in online Arabic character recognition by an associative memory.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet

Int. J. Document Anal. Recognit., 2005

2004

A new representation of character shape and its use in on-line character recognition by a self organizing map.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet

Proceedings of the 2004 International Conference on Image Processing, 2004

On-line character recognition using histograms of features and an associative memory.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition.

Neila Mezghani, Mohamed Cheriet, Amar Mitiche

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002

On-line recognition of handwritten Arabic characters using a Kohonen neural network.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet

Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002