Neila Mezghani

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 34

Top Topics

Feature Selection

Top Venues

Publications

Khadidja Henni, Lina Abou-Abbas, Imene Jemal, Amar Mitiche, Neila Mezghani
Imbalance-aware Machine Learning for Epileptic Seizure Detection. ISIVC (2024)
Sofia Ben Jebara, Youssef Ouakrim, Philippe C. Dixon, Neila Mezghani
On the Use of Hidden Markovian Model to Detect Cough from Respiratory Signals. ISIVC (2024)
Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Amar Mitiche, Neila Mezghani
Patient-independent epileptic seizure detection by stable feature selection. Expert Syst. Appl. 232 (2023)
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
A Method for Quantifying Back Flexion/Extension from Three Inertial Measurement Units Mounted on a Horse's Withers, Thoracolumbar Region, and Pelvis. Sensors 23 (24) (2023)
Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Neila Mezghani
Analyzing US Airline Customer Sentiment on Twitter using Multinomial Logistic Regression and Feature Reduction. CiSt (2023)
Ines Belhaj Messaoud, Elyes Ben Cheikh, Assaad Chiboub, Karim Loulou, Youssef Ouakrim, Sofia Ben Jebara, Philippe C. Dixon, Neila Mezghani
Machine Learning Based Approaches for Cough Detection From Acceleration Signal. CW (2023)
Nicola Hagemeister, Joseph Zeni Jr., Alix Cagnin, Shawna Crescenzo, Neila Mezghani
Knee kinesiography exam: literature review of an innovative dynamic assessment of knee dysfunctions, towards functional imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Imene Jemal, Neila Mezghani, Lina Abou-Abbas, Amar Mitiche
An Interpretable Deep Learning Classifier for Epileptic Seizure Prediction Using EEG Data. IEEE Access 10 (2022)
Mohamed Chiheb Ben Nasr, Sofia Ben Jebara, Samuel Otis, Bessam Abdulrazak, Neila Mezghani
A Spectral-Based Approach for BCG Signal Content Classification. Sensors 21 (3) (2021)
Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. Sensors 21 (14) (2021)
Ferdews Tlili, Rim Haddad, Ridha Bouallegue, Neila Mezghani
A Real-time Posture Monitoring System Towards Bad Posture Detection. Wirel. Pers. Commun. 120 (2) (2021)
Lina Abou-Abbas, Imene Jemal, Khadidja Henni, Amar Mitiche, Neila Mezghani
Focal and Generalized Seizures Distinction by Rebalancing Class Data and Random Forest Classification. BIOMESIP (2021)
Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. CoRR (2021)
Imene Jemal, Amar Mitiche, Lina Abou-Abbas, Khadidja Henni, Neila Mezghani
An Effective Deep Neural Network Architecture for Cross-Subject Epileptic Seizure Detection in EEG Data. CECNet (2021)
Khadidja Henni, Neila Mezghani, Amar Mitiche
Cluster Density Properties Define a Graph for Effective Pattern Feature Selection. IEEE Access 8 (2020)
Mariem Chaari, Mariem Abid, Youssef Ouakrim, M. Lahami, Neila Mezghani
A Mobile Application for Physical Activity Recognition using Acceleration Data from Wearable Sensors for Cardiac Rehabilitation. HEALTHINF (2020)
Fatima Bensalma, Glen Richardson, Youssef Ouakrim, Alexandre Fuentes, Michael Dunbar, Nicola Hagemeister, Neila Mezghani
Graphical-based multivariate analysis for knee joint clinical and kinematic data correlation assessment. EMBC (2020)
Mohamed Chiheb Ben Nasr, Sofia Ben Jebara, Samuel Otis, Bessam Abdulrazak, Neila Mezghani
Respiratory Activity Classification Based on Ballistocardiogram Analysis. ICOST (2020)
M. Mezghani, Nicola Hagemeister, M. Kouki, Youssef Ouakrim, Alexandre Fuentes, Neila Mezghani
Prediction of the Impact of Physical Exercise on Knee Osteoarthritis Patients using Kinematic Signal Analysis and Decision Trees. BIOSIGNALS (2020)
Badreddine Ben Nouma, Amar Mitiche, Youssef Ouakrim, Neila Mezghani
Pattern Classification by the Hotelling Statistic and Application to Knee Osteoarthritis Kinematic Signals. Mach. Learn. Knowl. Extr. 1 (3) (2019)
Samuel Otis, Bessam Abdulrazak, Sofia Ben Jebara, Francois Tournoux, Neila Mezghani
Smart Mat for Respiratory Activity Detection: Study in a Clinical Setting. ICOST (2019)
Samuel Otis, Neila Mezghani, Bessam Abdulrazak
Comparative Study of Heart Rate Extraction Methods for a Novel Intelligent Mattress. ISIVC (2018)
Khadidja Henni, Neila Mezghani, Charles Gouin-Vallerand
Unsupervised graph-based feature selection via subspace and pagerank centrality. Expert Syst. Appl. 114 (2018)
Mohamed El Amine Elforaici, Ismail Chaaraoui, Wassim Bouachir, Youssef Ouakrim, Neila Mezghani
Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches. CoRR (2018)
Badreddine Ben Nouma, Neila Mezghani, Amar Mitiche, Youssef Ouakrim
A variational method to determine the most representative shape of a set of curves and its application to knee kinematic data for pathology classification. MedPRAI (2018)
N. H. Cherif, Neila Mezghani, Nathaly Gaudreault, Youssef Ouakrim, I. Mouzoune, P. Boulay
Physiological Data Validation of the Hexoskin Smart Textile. BIODEVICES (2018)
Khadidja Henni, Neila Mezghani, Charles Gouin-Vallerand, Perrine Ruer, Evelyne F. Vallières
Driving Fatigue Characterization using Feature Ranking. ISIVC (2018)
Salma Saidani, Rim Haddad, Neila Mezghani, Ridha Bouallegue
A survey on smart shoe insole systems. SmartNets (2018)
Mohamed Amine Ben Arous, Mickel Dunbar, Shaima Arfaoui, Amar Mitiche, Youssef Ouakrim, Alexandre Fuentes, Glen Richardson, Neila Mezghani
Knee Kinematics Feature Selection for Surgical and Nonsurgical Arthroplasty Candidate Characterization. BIOSIGNALS (2018)
Ferdews Tlili, Rim Haddad, Youssef Ouakrim, Ridha Bouallegue, Neila Mezghani
A Survey on sitting posture monitoring systems. ISIVC (2018)
Ferdews Tlili, Rim Haddad, Youssef Ouakrim, Ridha Bouallegue, Neila Mezghani
A Review on posture monitoring systems. SmartNets (2018)
Neila Mezghani, Youssef Ouakrim, Md. R. Islam, Rami Yared, Bessam Abdulrazak
Context aware adaptable approach for fall detection bases on smart textile. BHI (2017)
Neila Mezghani, Mickel Dunbar, Youssef Ouakrim, Alexandre Fuentes, Amar Mitiche, S. Whynot, Glen Richardson
Biomechanical signal classification of surgical and non-surgical candidates for knee arthroplasty. ISIVC (2016)
Imen Mechmeche, Amar Mitiche, Youssef Ouakrim, Jacques A. de Guise, Neila Mezghani
Data correction to determine a representative pattern of a set of 3D knee kinematic measurements. EMBC (2016)
Souhila Benmakrelouf, Neila Mezghani, Nadjia Kara
Towards the Identification of Players' Profiles Using Game's Data Analysis Based on Regression Model and Clustering. ASONAM (2015)
Neila Mezghani, Nathaly Gaudreault, Amar Mitiche, Leila Ayoubian, Youssef Ouakrim, Nicola Hagemeister, Jacques A. de Guise
Kinematic gait analysis of workers exposed to knee straining postures by Bayes decision rule. Artif. Intell. Res. 4 (2) (2015)
Charles Gouin-Vallerand, Neila Mezghani
An analysis of the transitions between mobile application usages based on markov chains. UbiComp Adjunct (2014)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
Maximum Entropy Gibbs Density Modeling for Pattern Classification. Entropy 14 (12) (2012)
Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification. Int. J. Comput. Assist. Radiol. Surg. 7 (2) (2012)
Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network. ICPR (2010)
Neila Mezghani, Ramnada Chav, L. Humbert, Stefan Parent, Wafa Skalli, Jacques A. de Guise
A computer-based classifier of three-dimensional spinal scoliosis severity. Int. J. Comput. Assist. Radiol. Surg. 3 (1-2) (2008)
Neila Mezghani, Sabine Husse, Karine Boivin, Katia Turcot, Rachid Aissaoui, Nicola Hagemeister, Jacques A. de Guise
Automatic Classification of Asymptomatic and Osteoarthritis Knee Gait Patterns Using Kinematic Data Features and the Nearest Neighbor Classifier. IEEE Trans. Biomed. Eng. 55 (3) (2008)
Neila Mezghani, Amar Mitiche
A Gibbsian Kohonen Network for Online Arabic Character Recognition. ISVC (2) (2008)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities. IEEE Trans. Pattern Anal. Mach. Intell. 30 (7) (2008)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
A new representation of shape and its use for high performance in online Arabic character recognition by an associative memory. Int. J. Document Anal. Recognit. 7 (4) (2005)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
On-line character recognition using histograms of features and an associative memory. ICASSP (5) (2004)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
A new representation of character shape and its use in on-line character recognition by a self organizing map. ICIP (2004)
Neila Mezghani, Mohamed Cheriet, Amar Mitiche
Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition. ICDAR (2003)
Neila Mezghani, Amar Mitiche, Mohamed Cheriet
On-line recognition of handwritten Arabic characters using a Kohonen neural network. IWFHR (2002)