Steady-state performance analysis of the LMS adaptive time-varying second order Volterra filter. - Mounir Sayadi; Farhat Fnaiech; Sébastien Guillon; Mohamed Najim (EUSIPCO, 1996)

A fast M-D Chandrasekhar algorithm for second order Volterra adaptive filtering. - Mounir Sayadi; Abdelkader Chaari; Farhat Fnaiech; Mohamed Najim (ICASSP, 1996)

A new fast neural network training algorithm based on a modified standard backpropagation (MBP) criterion minimization. - Sabeur Abid; Farhat Fnaiech; Mohamed Najim (NSIP, 1999)

Adaptive recursive higher order polynomial filter. - Farhat Fnaiech; Mounir Sayadi; Mohamed Najim (NSIP, 1999)

Multichannel linear and quadratic adaptive filtering based on the Chandrasekhar fast algorithm. - Mounir Sayadi; Farhat Fnaiech; Mohamed Najim (IEEE Trans. Signal Process., 1999)

An LMS adaptive second-order Volterra filter with a zeroth-order term: steady-state performance analysis in a time-varying environment. - Mounir Sayadi; Farhat Fnaiech; Mohamed Najim (IEEE Trans. Signal Process., 1999)

Evaluation of the feedforward neural network covariance matrix error. - Sabeur Abid; Farhat Fnaiech; Mohamed Najim (ICASSP, 2000)

A new feedforward neural network hidden layer neuron pruning algorithm. - Farhat Fnaiech; Nader Fnaiech; Mohamed Najim (ICASSP, 2001)

A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm. - Sabeur Abid; Farhat Fnaiech; Mohamed Najim (IEEE Trans. Neural Networks, 2001)

A new Neural Network pruning method based on the singular value decomposition and the weight initialisation. - Sabeur Abid; Farhat Fnaiech; Mohamed Najim (EUSIPCO, 2002)

A new two-dimensional fast adaptive filter based on the Chandrasekhar algorithm. - Mounir Sayadi; Farhat Fnaiech; Ahmed Mathlouthi; Abdelkader Chaari; Mohamed Najim (EUSIPCO, 2002)

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 (ICASSP, 2002)

New nonlinear control of three-phase NPC boost rectifier operating under severe disturbances. - Loubna Yacoubi; Farhat Fnaiech; Louis-A. Dessaint; Kamal Al-Haddad (Math. Comput. Simul., 2003)

A new non-linear exponential 2-D adaptive filter and its application in texture characterization. - Mounir Sayadi; Samir Sakrani; Farhat Fnaiech; Mohamed Cheriet (ICASSP (3), 2004)

Linear control design for a current-injection-based three-phase unity-power-factor rectifier. - Hadi Youssef Kanaan; Hugo Fortin-Blanchette; Kamal Al-Haddad; Rachid Chaffai; Louis Duguay; Farhat Fnaiech (IEEE Trans. Ind. Electron., 2004)

Grinding Forces Prediction Based Upon Experimental Design and Neural Network Models. - Ridha Amamou; Nabil Ben Fredj; Farhat Fnaiech (ANNIIP, 2005)

Fast training of multilayer perceptrons with a mixed norm algorithm. - Sabeur Abid; Farhat Fnaiech; Barrie W. Jervis; Mohamed Cheriet (IJCNN, 2005)

Blind identification of quadratic systems under i.i.d. excitation using genetic algorithms. - Imen Cherif; Sabeur Abid; Farhat Fnaiech (ISSPA, 2005)

A DSP-based implementation of a new nonlinear control for a three-phase neutral point clamped boost rectifier prototype. - Loubna Yacoubi; Kamal Al-Haddad; Farhat Fnaiech; Louis-A. Dessaint (IEEE Trans. Ind. Electron., 2005)

Accelerating the Multilayer Perceptron Learning with the Davidon Fletcher Powell Algorithm. - Sabeur Abid; Aymen Mouelhi; Farhat Fnaiech (IJCNN, 2006)

A study on the effects of the neutral inductor on the modeling and performance of a four-wire three-phase/switch/level fixed-frequency rectifier. - Hadi Youssef Kanaan; Kamal Al-Haddad; Farhat Fnaiech (Math. Comput. Simul., 2006)

Linear and Nonlinear Control Techniques for a Three-Phase Three-Level NPC Boost Rectifier. - Loubna Yacoubi; Kamal Al-Haddad; Louis-A. Dessaint; Farhat Fnaiech (IEEE Trans. Ind. Electron., 2006)

A Genetic Approach for Linear-Quadratic Channel Identification With Usual Communication Inputs. - Imen Cherif; Sabeur Abid; Farhat Fnaiech (IJCNN, 2007)

The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm. - Nader Fnaiech; Farhat Fnaiech; Barrie W. Jervis; Mohamed Cheriet (Intell. Autom. Soft Comput., 2009)

Image Watermarking Based on the Hessenberg Transform. - Hassen Seddik; Mounir Sayadi; Farhat Fnaiech; Mohamed Cheriet (Int. J. Image Graph., 2009)

Colour Image Segmentation Using Homogeneity Method and Data Fusion Techniques. - Salim Ben Chaabane; Mounir Sayadi; Farhat Fnaiech; Eric Brassart (EURASIP J. Adv. Signal Process., 2010)

Fuzzy Logic and Sliding-Mode Controls Applied to Six-Phase Induction Machine With Open Phases. - Mohamed Amine Fnaiech; Franck Betin; Gérard-André Capolino; Farhat Fnaiech (IEEE Trans. Ind. Electron., 2010)

A New Method for the Estimation of Mass Functions in the Dempster-Shafer's Evidence Theory: Application to Colour Image Segmentation. - Salim Ben Chaabane; Mounir Sayadi; Farhat Fnaiech; Eric Brassart; Franck Betin (Circuits Syst. Signal Process., 2011)

An Efficient DSP-FPGA-Based Real-Time Implementation Method of SVM Algorithms for an Indirect Matrix Converter. - Mahmoud Hamouda; Handy Fortin-Blanchette; Kamal Al-Haddad; Farhat Fnaiech (IEEE Trans. Ind. Electron., 2011)

A Suitable Initialization Procedure for Speeding a Neural Network Job-Shop Scheduling. - Amel Yahyaoui; Nader Fnaiech; Farhat Fnaiech (IEEE Trans. Ind. Electron., 2011)

Invariant and reduced features for Fingerprint Characterization. - Ala Balti; Mounir Sayadi; Farhat Fnaiech (IECON, 2012)

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 (IECON, 2012)

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 (IECON, 2012)

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 (IECON, 2012)

Stator current bi-spectrum patterns for induction machines multiple-faults detection. - Lotfi Saidi; Farhat Fnaiech; Gérard-André Capolino; Humberto Henao (IECON, 2012)

Weld defect detection using a modified anisotropic diffusion model. - Issam Ben Mhammed; Sabeur Abid; Farhat Fnaiech (EURASIP J. Adv. Signal Process., 2012)

A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features. - Lotfi Tlig; Mounir Sayadi; Farhat Fnaiech (Signal Process. Image Commun., 2012)

Finger verification Using SVD features. - Ala Balti; Mounir Sayadi; Farhat Fnaiech (IAS, 2013)

Supervised Neural Network and minimum distance features between singularities for fingerprint verification. - Ala Balti; Mounir Sayadi; Farhat Fnaiech (SSD, 2013)

Automatic image segmentation of nuclear stained breast tissue sections using color active contour model and an improved watershed method. - Aymen Mouelhi; Mounir Sayadi; Farhat Fnaiech; Karima Mrad; Khaled Ben Romdhane (Biomed. Signal Process. Control., 2013)

A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens. - Aymen Mouelhi; Mounir Sayadi; Farhat Fnaiech; Karima Mrad; Khaled Ben Romdhane (Comput. Biol. Medicine, 2013)

A novel morphological segmentation method for evaluating estrogen receptors' status in breast tissue images. - Aymen Mouelhi; Mounir Sayadi; Farhat Fnaiech (ATSIP, 2014)

Texture defect detection method based on H-image and Hotteling model T2. - Ali Rebhi; Saber Abid; Farhat Fnaiech (ATSIP, 2014)

Fingerprint characterization using SVD features. - Ala Balti; Mounir Sayadi; Farhat Fnaiech (IPAS, 2014)

Bi-spectrum based-EMD applied to the non-stationary vibration signals for bearing faults diagnosis. - Lotfi Saidi; Jaouher Ben Ali; Farhat Fnaiech; Brigitte Morello (SoCPaR, 2014)

Identification of early-stage Alzheimer's disease using SFAM neural network. - Jaouher Ben Ali; Sabeur Abid; Barrie William Jervis; Farhat Fnaiech; Cristin Bigan; Mircea Besleaga (Neurocomputing, 2014)

Skin lesion segmentation using the D-S evidence theory based on the FCM using feature parameters. - Olfa Trabelsi; Lotfi Tlig; Mounir Sayadi; Farhat Fnaiech (SSD, 2015)

A new method for expiration code detection and recognition using gabor features based collaborative representation. - Ahmed Zaafouri; Mounir Sayadi; Farhat Fnaiech; Omar M. Al-Jarrah; Wu Wei (Adv. Eng. Informatics, 2015)

Nonlinear System Identification With A Real-Coded Genetic Algorithm (RCGA). - Imen Cherif; Farhat Fnaiech (Int. J. Appl. Math. Comput. Sci., 2015)

Fabric defect localization using line variances of the local homogeneity images. - Ali Rebhi; Sabeur Abid; Farhat Fnaiech (Comput. Syst. Sci. Eng., 2015)

Linear feature selection and classification using PNN and SFAM neural networks for a nearly online diagnosis of bearing naturally progressing degradations. - Jaouher Ben Ali; Lotfi Saidi; Aymen Mouelhi; Brigitte Chebel-Morello; Farhat Fnaiech (Eng. Appl. Artif. Intell., 2015)

A Vision Approach for Expiry Date Recognition using Stretched Gabor Features. - Ahmed Zaafouri; Mounir Sayadi; Farhat Fnaiech (Int. Arab J. Inf. Technol., 2015)

Convolutional neural network for video fire and smoke detection. - Sébastien Frizzi; Rabeb Kaabi; Moez Bouchouicha; Jean-Marc Ginoux; Eric Moreau; Farhat Fnaiech (IECON, 2016)

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 (IECON, 2016)

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 (IECON, 2016)

Fabric defect detection using local homogeneity and morphological image processing. - Ali Rebhi; Saber Abid; Farhat Fnaiech (IPAS, 2016)

Automated nuclei segmentation approach based on mathematical morphology for cancer scoring in breast tissue images. - Aymen Mouelhi; Mounir Sayadi; Farhat Fnaiech; Karima Mrad (Int. Arab J. Inf. Technol., 2016)

Détection de la fumée et du feu par réseau de neurones convolutifs. - Sébastien Frizzi; Rabeb Kaabi; Moez Bouchouicha; Jean-Marc Ginoux; Farhat Fnaiech; Eric Moreau (APIA, 2017)

Improved modular UAV autopilot simulator for Pinguin BE aircraft. - Ali Bhar; Mounir Sayadi; Farhat Fnaiech (ICCAD, 2017)

A new preprocessing parameter estimation based on geodesic active contour model for automatic vestibular neuritis diagnosis. - Amine Ben Slama; Aymen Mouelhi; Hanene Sahli; Sondes Manoubi; Chiraz Mbarek; Hedi Trabelsi; Farhat Fnaiech; Mounir Sayadi (Artif. Intell. Medicine, 2017)

Direct Remaining Useful Life Estimation Based on Support Vector Regression. - Racha Khelif; Brigitte Chebel-Morello; Simon Malinowski; Emna Laajili; Farhat Fnaiech; Noureddine Zerhouni (IEEE Trans. Ind. Electron., 2017)

Modular Navigation Strategy for Autonomous Robot. - Ali Bhar; Mounir Sayadi; Farhat Fnaiech (SSD, 2018)

Early smoke detection of forest wildfire video using deep belief network. - Rabeb Kaabi; Mounir Sayadi; Moez Bouchouicha; Farhat Fnaiech; Eric Moreau; Jean-Marc Ginoux (ATSIP, 2018)

A real-time emotion recognition system for disabled persons. - Yassine Rabhi; Makrem Mrabet; Farhat Fnaiech; Mounir Sayadi (ATSIP, 2018)

Banking Security System Based on SVD Fingerprints and Cryptography Passwords. - Sofienne Srihi; Ala Balti; Farhat Fnaiech; Habib Hamam (ICCAD, 2018)

Estimation of IMU orientation using linear Kalman Filter based on correntropy criterion. - Salma Habbachi; Mounir Sayadi; Farhat Fnaiech; Nasser Rezzoug; Philippe Gorce; Mohamed El Hachemi Benbouzid (ICIT, 2018)

A facial expression controlled wheelchair for people with disabilities. - Yassine Rabhi; Makrem Mrabet; Farhat Fnaiech (Comput. Methods Programs Biomed., 2018)

A new growing pruning deep learning neural network algorithm (GP-DLNN). - Ryad Zemouri; Nabil Omri; Farhat Fnaiech; Noureddine Zerhouni; Nader Fnaiech (Neural Comput. Appl., 2020)