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Neila Mezghani
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2020 – today
- 2024
- [c31]Khadidja Henni, Lina Abou-Abbas, Imene Jemal, Amar Mitiche, Neila Mezghani:
Imbalance-aware Machine Learning for Epileptic Seizure Detection. ISIVC 2024: 1-5 - [c30]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: 1-6 - 2023
- [j16]Lina Abou-Abbas
, Khadidja Henni
, Imene Jemal
, Amar Mitiche
, Neila Mezghani
:
Patient-independent epileptic seizure detection by stable feature selection. Expert Syst. Appl. 232: 120585 (2023) - [j15]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): 9625 (2023) - [c29]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: 265-270 - [c28]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: 322-328 - 2022
- [j14]Imene Jemal, Neila Mezghani
, Lina Abou-Abbas
, Amar Mitiche:
An Interpretable Deep Learning Classifier for Epileptic Seizure Prediction Using EEG Data. IEEE Access 10: 60141-60150 (2022) - [c27]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 - 2021
- [j13]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): 1020 (2021) - [j12]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): 4713 (2021) - [j11]Ferdews Tlili
, Rim Haddad, Ridha Bouallegue, Neila Mezghani:
A Real-time Posture Monitoring System Towards Bad Posture Detection. Wirel. Pers. Commun. 120(2): 1207-1227 (2021) - [c26]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: 63-70 - [c25]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: 54-62 - [i2]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 abs/2103.01859 (2021) - 2020
- [j10]Khadidja Henni
, Neila Mezghani
, Amar Mitiche
:
Cluster Density Properties Define a Graph for Effective Pattern Feature Selection. IEEE Access 8: 62841-62854 (2020) - [c24]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: 115-120 - [c23]Mariem Chaari, Mariem Abid, Youssef Ouakrim, Mariam Lahami, Neila Mezghani:
A Mobile Application for Physical Activity Recognition using Acceleration Data from Wearable Sensors for Cardiac Rehabilitation. HEALTHINF 2020: 625-632 - [c22]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: 5362-5368 - [c21]Mohamed Chiheb Ben Nasr, Sofia Ben Jebara, Samuel Otis, Bessam Abdulrazak, Neila Mezghani:
Respiratory Activity Classification Based on Ballistocardiogram Analysis. ICOST 2020: 79-88
2010 – 2019
- 2019
- [j9]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): 768-784 (2019) - [c20]Samuel Otis
, Bessam Abdulrazak
, Sofia Ben Jebara, Francois Tournoux
, Neila Mezghani
:
Smart Mat for Respiratory Activity Detection: Study in a Clinical Setting. ICOST 2019: 61-72 - 2018
- [j8]Khadidja Henni
, Neila Mezghani, Charles Gouin-Vallerand:
Unsupervised graph-based feature selection via subspace and pagerank centrality. Expert Syst. Appl. 114: 46-53 (2018) - [c19]N. H. Cherif, Neila Mezghani, Nathaly Gaudreault, Youssef Ouakrim, I. Mouzoune, P. Boulay:
Physiological Data Validation of the Hexoskin Smart Textile. BIODEVICES 2018: 150-156 - [c18]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: 176-181 - [c17]Samuel Otis
, Neila Mezghani, Bessam Abdulrazak:
Comparative Study of Heart Rate Extraction Methods for a Novel Intelligent Mattress. ISIVC 2018: 93-98 - [c16]Ferdews Tlili, Rim Haddad, Youssef Ouakrim, Ridha Bouallegue, Neila Mezghani:
A Survey on sitting posture monitoring systems. ISIVC 2018: 185-190 - [c15]Khadidja Henni
, Neila Mezghani, Charles Gouin-Vallerand, Perrine Ruer, Evelyne F. Vallières:
Driving Fatigue Characterization using Feature Ranking. ISIVC 2018: 209-214 - [c14]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: 22-26 - [c13]Salma Saidani, Rim Haddad, Neila Mezghani, Ridha Bouallegue:
A survey on smart shoe insole systems. SmartNets 2018: 1-6 - [c12]Ferdews Tlili, Rim Haddad, Youssef Ouakrim, Ridha Bouallegue, Neila Mezghani:
A Review on posture monitoring systems. SmartNets 2018: 1-6 - [i1]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 abs/1810.00308 (2018) - 2017
- [c11]Neila Mezghani, Youssef Ouakrim, Md. R. Islam, Rami Yared, Bessam Abdulrazak:
Context aware adaptable approach for fall detection bases on smart textile. BHI 2017: 473-476 - 2016
- [c10]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: 884-887 - [c9]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: 287-290 - 2015
- [j7]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): 106-111 (2015) - [c8]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: 1403-1410 - 2014
- [c7]Charles Gouin-Vallerand, Neila Mezghani:
An analysis of the transitions between mobile application usages based on markov chains. UbiComp Adjunct 2014: 373-378 - 2012
- [j6]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): 257-264 (2012) - [j5]Neila Mezghani, Amar Mitiche, Mohamed Cheriet:
Maximum Entropy Gibbs Density Modeling for Pattern Classification. Entropy 14(12): 2478-2491 (2012) - 2010
- [c6]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: 4012-4015
2000 – 2009
- 2008
- [j4]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): 55-60 (2008) - [j3]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): 1121-1131 (2008) - [j2]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): 1230-1232 (2008) - [c5]Neila Mezghani, Amar Mitiche:
A Gibbsian Kohonen Network for Online Arabic Character Recognition. ISVC (2) 2008: 493-500 - 2005
- [j1]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): 201-210 (2005) - 2004
- [c4]Neila Mezghani, Amar Mitiche, Mohamed Cheriet:
On-line character recognition using histograms of features and an associative memory. ICASSP (5) 2004: 841-844 - [c3]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: 2123-2126 - 2003
- [c2]Neila Mezghani, Mohamed Cheriet, Amar Mitiche:
Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition. ICDAR 2003: 900- - 2002
- [c1]Neila Mezghani, Amar Mitiche, Mohamed Cheriet:
On-line recognition of handwritten Arabic characters using a Kohonen neural network. IWFHR 2002: 490-495
Coauthor Index
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last updated on 2024-07-20 20:29 CEST by the dblp team
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