| 2018 | ATSIP | Early smoke detection of forest wildfire video using deep belief network. | Rabeb Kaabi, Mounir Sayadi, Moez Bouchouicha, Farhat Fnaiech, Eric Moreau, Jean-Marc Ginoux |
| 2018 | ATSIP | A real-time emotion recognition system for disabled persons. | Yassine Rabhi, Makrem Mrabet, Farhat Fnaiech, Mounir Sayadi |
| 2016 | IECON | Convolutional neural network for video fire and smoke detection. | Sbastien Frizzi, Rabeb Kaabi, Moez Bouchouicha, Jean-Marc Ginoux, Eric Moreau, Farhat Fnaiech |
| 2016 | IECON | Glycemic evolution of type 1 diabetic patients is a chaotic phenomenon. | Takoua Hamdi, Veronique Di Costanzo, Farhat Fnaiech, Eric Moreau, Roomila Naeck, Jean-Marc Ginoux |
| 2016 | IECON | A novel automatic diagnostic approach based on nystagmus feature selection and neural network classification. | Amine Ben Slama, Aymen Mouelhi, Hanene Sahli, Sondes Manoubi, Mamia Ben Salah, Mounir Sayadi, Hedi Trabelsi, Farhat Fnaiech |
| 2014 | ATSIP | A novel morphological segmentation method for evaluating estrogen receptors' status in breast tissue images. | Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech |
| 2014 | ATSIP | Texture defect detection method based on H-image and Hotteling model T | Ali Rebhi, Saber Abid, Farhat Fnaiech |
| 2012 | IECON | Invariant and reduced features for Fingerprint Characterization. | Ala Balti, Mounir Sayadi, Farhat Fnaiech |
| 2012 | IECON | New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance. | Nader Fnaiech, Hayfa Hammami, Amel Yahyaoui, Christophe Varnier, Farhat Fnaiech, Noureddine Zerhouni |
| 2012 | IECON | A Lyapunov-based current control strategy of three phase Shunt Active Power Filter for harmonic elimination, power-factor correction, and load unbalance compensation. | Mohamed Haddad, Salem Rahmani, Farhat Fnaiech, Kamal Al-Haddad |
| 2012 | IECON | Space vector pulse width modulation of multilevel inverters: A new method for selecting the appropriate small hexagon. | Mohamed Hamdi, Mahmoud Hamouda, Farhat Fnaiech, Kamal Al-Haddad |
| 2012 | IECON | Stator current bi-spectrum patterns for induction machines multiple-faults detection. | Lotfi Saidi, Farhat Fnaiech, Grard-Andr Capolino, Humberto Henao |
| 2007 | IJCNN | A Genetic Approach for Linear-Quadratic Channel Identification With Usual Communication Inputs. | Imen Cherif, Sabeur Abid, Farhat Fnaiech |
| 2006 | IJCNN | Accelerating the Multilayer Perceptron Learning with the Davidon Fletcher Powell Algorithm. | Sabeur Abid, Aymen Mouelhi, Farhat Fnaiech |
| 2005 | IJCNN | Fast training of multilayer perceptrons with a mixed norm algorithm. | Sabeur Abid, Farhat Fnaiech, Barrie W. Jervis, Mohamed Cheriet |
| 2004 | ICASSP | A new non-linear exponential 2-D adaptive filter and its application in texture characterization. | Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet |
| 2002 | ICASSP | A new efficient quadratic filter based on the Chen's LMS linear algorithm and its performance analysis. | Mounir Sayadi, Farhat Fnaiech, Samir Sakrani, Mohamed Najim |
| 2001 | ICASSP | A new feedforward neural network hidden layer neuron pruning algorithm. | Farhat Fnaiech, Nader Fnaiech, Mohamed Najim |
| 2000 | ICASSP | Evaluation of the feedforward neural network covariance matrix error. | Sabeur Abid, Farhat Fnaiech, Mohamed Najim |
| 1996 | ICASSP | A fast M-D Chandrasekhar algorithm for second order Volterra adaptive filtering. | Mounir Sayadi, Abdelkader Chaari, Farhat Fnaiech, Mohamed Najim |