Neila Mezghani

57 papers A 1B 3C 3Journal 23Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Matrix Factorization and Generative Modeling Framework for Drug-Target Interaction Prediction. BIOSTEC (2) Vitor Magalhaes Silva, Khadidja Henni, Neila Mezghani, Youcef Abdelliche
2025	J	`jnl`	An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions. IEEE Access Khadidja Henni, Neila Mezghani, Amar Mitiche, Lina Abou-Abbas, Amel Benazza-Benyahia
2025	—	`conf`	Analysis of Metadata and Cough Signal Complexities in Tuberculosis Screening. ADMA (4) Sana Ben Mahjouba, Youssef Ouakrim, Johannes C. Ayena, Simon Grandjean Lapierre, Mihaja Raberahona, Neila Mezghani
2025	—	`conf`	Assessing Privacy and Security Compliance in Urinary Incontinence Wearable Devices. ICECET Amina Bouayed, Johannes C. Ayena, Myriam Ben Arous, Youssef Ouakrim, Karim Loulou, Leila El Kamel, Habib Louafi, Neila Mezghani
2025	J	`jnl`	End-to-End Horse Gait Classification in Uncontrolled Environments Using Inertial Sensors. IEEE Access Mahaut Gérard, Sandrine Hanne-Poujade, Guillaume Dubois, Henry Château, Neila Mezghani
2025	J	`jnl`	Predicting chronic pain using wearable devices: a scoping review of sensor capabilities, data security, and standards compliance. Frontiers Digit. Health Johannes C. Ayena, Amina Bouayed, Myriam Ben Arous, Youssef Ouakrim, Karim Loulou, Darine Ameyed, Isabelle Savard, Leila El Kamel, Neila Mezghani
2024	J	`jnl`	Domain adaptation for EEG-based, cross-subject epileptic seizure prediction. Frontiers Neuroinformatics Imene Jemal, Lina Abou-Abbas, Khadidja Henni, Amar Mitiche, Neila Mezghani
2024	J	`jnl`	Generative AI with WGAN-GP for boosting seizure detection accuracy. Frontiers Artif. Intell. Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Neila Mezghani
2024	—	`conf`	Imbalance-aware Machine Learning for Epileptic Seizure Detection. ISIVC Khadidja Henni, Lina Abou-Abbas, Imene Jemal, Amar Mitiche, Neila Mezghani
2024	—	`conf`	On the Use of Hidden Markovian Model to Detect Cough from Respiratory Signals. ISIVC Sofia Ben Jebara, Youssef Ouakrim, Philippe C. Dixon, Neila Mezghani
2023	J	`jnl`	A Method for Quantifying Back Flexion/Extension from Three Inertial Measurement Units Mounted on a Horse's Withers, Thoracolumbar Region, and Pelvis. Sensors 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
2023	—	`conf`	Analyzing US Airline Customer Sentiment on Twitter using Multinomial Logistic Regression and Feature Reduction. CiSt Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Neila Mezghani
2023	C	`conf`	Machine Learning Based Approaches for Cough Detection From Acceleration Signal. CW Ines Belhaj Messaoud, Elyes Ben Cheikh, Assaad Chiboub, Karim Loulou, Youssef Ouakrim, Sofia Ben Jebara, Philippe C. Dixon, Neila Mezghani
2023	J	`jnl`	Patient-independent epileptic seizure detection by stable feature selection. Expert Syst. Appl. Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Amar Mitiche, Neila Mezghani
2022	J	`jnl`	An Interpretable Deep Learning Classifier for Epileptic Seizure Prediction Using EEG Data. IEEE Access Imene Jemal, Neila Mezghani, Lina Abou-Abbas, Amar Mitiche
2022	—	`conf`	Knee kinesiography exam: literature review of an innovative dynamic assessment of knee dysfunctions, towards functional imaging. Biomedical Applications in Molecular, Structural, and Functional Imaging Nicola Hagemeister, Joseph Zeni Jr., Alix Cagnin, Shawna Crescenzo, Neila Mezghani
2021	J	`jnl`	A Real-time Posture Monitoring System Towards Bad Posture Detection. Wirel. Pers. Commun. Ferdews Tlili, Rim Haddad, Ridha Bouallegue, Neila Mezghani
2021	J	`jnl`	A Spectral-Based Approach for BCG Signal Content Classification. Sensors Mohamed Chiheb Ben Nasr, Sofia Ben Jebara, Samuel Otis, Bessam Abdulrazak, Neila Mezghani
2021	—	`conf`	An Effective Deep Neural Network Architecture for Cross-Subject Epileptic Seizure Detection in EEG Data. CECNet Imene Jemal, Amar Mitiche, Lina Abou-Abbas, Khadidja Henni, Neila Mezghani
2021	—	`conf`	Focal and Generalized Seizures Distinction by Rebalancing Class Data and Random Forest Classification. BIOMESIP Lina Abou-Abbas, Imene Jemal, Khadidja Henni, Amar Mitiche, Neila Mezghani
2021	J	`jnl`	Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. CoRR Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
2021	J	`jnl`	Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. Sensors Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
2020	—	`conf`	A Mobile Application for Physical Activity Recognition using Acceleration Data from Wearable Sensors for Cardiac Rehabilitation. HEALTHINF Mariem Chaari, Mariem Abid, Youssef Ouakrim, Mariam Lahami, Neila Mezghani
2020	J	`jnl`	Cluster Density Properties Define a Graph for Effective Pattern Feature Selection. IEEE Access Khadidja Henni, Neila Mezghani, Amar Mitiche
2020	—	`conf`	Graphical-based multivariate analysis for knee joint clinical and kinematic data correlation assessment. EMBC Fatima Bensalma, Glen Richardson, Youssef Ouakrim, Alexandre Fuentes, Michael Dunbar, Nicola Hagemeister, Neila Mezghani
2020	—	`conf`	Prediction of the Impact of Physical Exercise on Knee Osteoarthritis Patients using Kinematic Signal Analysis and Decision Trees. BIOSIGNALS M. Mezghani, Nicola Hagemeister, M. Kouki, Youssef Ouakrim, Alexandre Fuentes, Neila Mezghani
2020	C	`conf`	Respiratory Activity Classification Based on Ballistocardiogram Analysis. ICOST Mohamed Chiheb Ben Nasr, Sofia Ben Jebara, Samuel Otis, Bessam Abdulrazak, Neila Mezghani
2019	J	`jnl`	Pattern Classification by the Hotelling Statistic and Application to Knee Osteoarthritis Kinematic Signals. Mach. Learn. Knowl. Extr. Badreddine Ben Nouma, Amar Mitiche, Youssef Ouakrim, Neila Mezghani
2019	C	`conf`	Smart Mat for Respiratory Activity Detection: Study in a Clinical Setting. ICOST Samuel Otis, Bessam Abdulrazak, Sofia Ben Jebara, Francois Tournoux, Neila Mezghani
2018	—	`conf`	A Review on posture monitoring systems. SmartNets Ferdews Tlili, Rim Haddad, Youssef Ouakrim, Ridha Bouallegue, Neila Mezghani
2018	—	`conf`	A Survey on sitting posture monitoring systems. ISIVC Ferdews Tlili, Rim Haddad, Youssef Ouakrim, Ridha Bouallegue, Neila Mezghani
2018	—	`conf`	A survey on smart shoe insole systems. SmartNets Salma Saidani, Rim Haddad, Neila Mezghani, Ridha Bouallegue
2018	—	`conf`	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 Badreddine Ben Nouma, Neila Mezghani, Amar Mitiche, Youssef Ouakrim
2018	—	`conf`	Comparative Study of Heart Rate Extraction Methods for a Novel Intelligent Mattress. ISIVC Samuel Otis, Neila Mezghani, Bessam Abdulrazak
2018	—	`conf`	Driving Fatigue Characterization using Feature Ranking. ISIVC Khadidja Henni, Neila Mezghani, Charles Gouin-Vallerand, Perrine Ruer, Evelyne F. Vallières
2018	—	`conf`	Knee Kinematics Feature Selection for Surgical and Nonsurgical Arthroplasty Candidate Characterization. BIOSIGNALS Mohamed Amine Ben Arous, Mickel Dunbar, Shaima Arfaoui, Amar Mitiche, Youssef Ouakrim, Alexandre Fuentes, Glen Richardson, Neila Mezghani
2018	—	`conf`	Physiological Data Validation of the Hexoskin Smart Textile. BIODEVICES N. H. Cherif, Neila Mezghani, Nathaly Gaudreault, Youssef Ouakrim, I. Mouzoune, P. Boulay
2018	J	`jnl`	Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches. CoRR Mohamed El Amine Elforaici, Ismail Chaaraoui, Wassim Bouachir, Youssef Ouakrim, Neila Mezghani
2018	J	`jnl`	Unsupervised graph-based feature selection via subspace and pagerank centrality. Expert Syst. Appl. Khadidja Henni, Neila Mezghani, Charles Gouin-Vallerand
2017	—	`conf`	Context aware adaptable approach for fall detection bases on smart textile. BHI Neila Mezghani, Youssef Ouakrim, Md. R. Islam, Rami Yared, Bessam Abdulrazak
2016	—	`conf`	Biomechanical signal classification of surgical and non-surgical candidates for knee arthroplasty. ISIVC Neila Mezghani, Mickel Dunbar, Youssef Ouakrim, Alexandre Fuentes, Amar Mitiche, S. Whynot, Glen Richardson
2016	—	`conf`	Data correction to determine a representative pattern of a set of 3D knee kinematic measurements. EMBC Imen Mechmeche, Amar Mitiche, Youssef Ouakrim, Jacques A. de Guise, Neila Mezghani
2015	J	`jnl`	Kinematic gait analysis of workers exposed to knee straining postures by Bayes decision rule. Artif. Intell. Res. Neila Mezghani, Nathaly Gaudreault, Amar Mitiche, Leila Ayoubian, Youssef Ouakrim, Nicola Hagemeister, Jacques A. de Guise
2015	B	`conf`	Towards the Identification of Players' Profiles Using Game's Data Analysis Based on Regression Model and Clustering. ASONAM Souhila Benmakrelouf, Neila Mezghani, Nadjia Kara
2014	—	`conf`	An analysis of the transitions between mobile application usages based on markov chains. UbiComp Adjunct Charles Gouin-Vallerand, Neila Mezghani
2012	J	`jnl`	A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification. Int. J. Comput. Assist. Radiol. Surg. Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
2012	J	`jnl`	Maximum Entropy Gibbs Density Modeling for Pattern Classification. Entropy Neila Mezghani, Amar Mitiche, Mohamed Cheriet
2010	B	`conf`	A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network. ICPR Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
2008	—	`conf`	A Gibbsian Kohonen Network for Online Arabic Character Recognition. ISVC (2) Neila Mezghani, Amar Mitiche
2008	J	`jnl`	A computer-based classifier of three-dimensional spinal scoliosis severity. Int. J. Comput. Assist. Radiol. Surg. Neila Mezghani, Ramnada Chav, Ludovic Humbert, Stefan Parent, Wafa Skalli, Jacques A. de Guise
2008	J	`jnl`	Automatic Classification of Asymptomatic and Osteoarthritis Knee Gait Patterns Using Kinematic Data Features and the Nearest Neighbor Classifier. IEEE Trans. Biomed. Eng. Neila Mezghani, Sabine Husse, Karine Boivin, Katia Turcot, Rachid Aissaoui, Nicola Hagemeister, Jacques A. de Guise
2008	J	`jnl`	Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities. IEEE Trans. Pattern Anal. Mach. Intell. Neila Mezghani, Amar Mitiche, Mohamed Cheriet
2005	J	`jnl`	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. Neila Mezghani, Amar Mitiche, Mohamed Cheriet
2004	B	`conf`	A new representation of character shape and its use in on-line character recognition by a self organizing map. ICIP Neila Mezghani, Amar Mitiche, Mohamed Cheriet
2004	—	`conf`	On-line character recognition using histograms of features and an associative memory. ICASSP (5) Neila Mezghani, Amar Mitiche, Mohamed Cheriet
2003	A	`conf`	Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition. ICDAR Neila Mezghani, Mohamed Cheriet, Amar Mitiche
2002	—	`conf`	On-line recognition of handwritten Arabic characters using a Kohonen neural network. IWFHR Neila Mezghani, Amar Mitiche, Mohamed Cheriet