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Neila Mezghani
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2020 – today
- 2024
- [j17]Imene Jemal, Lina Abou-Abbas, Khadidja Henni, Amar Mitiche, Neila Mezghani:
Domain adaptation for EEG-based, cross-subject epileptic seizure prediction. Frontiers Neuroinformatics 18 (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
Patient-independent epileptic seizure detection by stable feature selection. Expert Syst. Appl. 232: 120585 (2023) - [j15]Chloé Hatrisse
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
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
A Spectral-Based Approach for BCG Signal Content Classification. Sensors 21(3): 1020 (2021) - [j12]Mariem Abid
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
A Real-time Posture Monitoring System Towards Bad Posture Detection. Wirel. Pers. Commun. 120(2): 1207-1227 (2021) - [c26]Lina Abou-Abbas
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
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
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
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
Smart Mat for Respiratory Activity Detection: Study in a Clinical Setting. ICOST 2019: 61-72 - 2018
- [j8]Khadidja Henni
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
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
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, Ludovic 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
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 2024-10-09 20:28 CEST by the dblp team
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