Farhat Fnaiech

68 papers A 2B 3C 11Misc 8Journal 30Unranked 14

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	A new growing pruning deep learning neural network algorithm (GP-DLNN). Neural Comput. Appl. Ryad Zemouri, Nabil Omri, Farhat Fnaiech, Noureddine Zerhouni, Nader Fnaiech
2018	J	`jnl`	A facial expression controlled wheelchair for people with disabilities. Comput. Methods Programs Biomed. Yassine Rabhi, Makrem Mrabet, Farhat Fnaiech
2018	Misc	`conf`	A real-time emotion recognition system for disabled persons. ATSIP Yassine Rabhi, Makrem Mrabet, Farhat Fnaiech, Mounir Sayadi
2018	A	`conf`	Banking Security System Based on SVD Fingerprints and Cryptography Passwords. ICCAD Sofienne Srihi, Ala Balti, Farhat Fnaiech, Habib Hamam
2018	Misc	`conf`	Early smoke detection of forest wildfire video using deep belief network. ATSIP Rabeb Kaabi, Mounir Sayadi, Moez Bouchouicha, Farhat Fnaiech, Eric Moreau, Jean-Marc Ginoux
2018	—	`conf`	Estimation of IMU orientation using linear Kalman Filter based on correntropy criterion. ICIT Salma Habbachi, Mounir Sayadi, Farhat Fnaiech, Nasser Rezzoug, Philippe Gorce, Mohamed El Hachemi Benbouzid
2018	—	`conf`	Modular Navigation Strategy for Autonomous Robot. SSD Ali Bhar, Mounir Sayadi, Farhat Fnaiech
2017	J	`jnl`	A new preprocessing parameter estimation based on geodesic active contour model for automatic vestibular neuritis diagnosis. Artif. Intell. Medicine Amine Ben Slama, Aymen Mouelhi, Hanene Sahli, Sondes Manoubi, Chiraz Mbarek, Hedi Trabelsi, Farhat Fnaiech, Mounir Sayadi
2017	J	`jnl`	Direct Remaining Useful Life Estimation Based on Support Vector Regression. IEEE Trans. Ind. Electron. Racha Khelif, Brigitte Chebel-Morello, Simon Malinowski, Emna Laajili, Farhat Fnaiech, Noureddine Zerhouni
2017	—	`conf`	Détection de la fumée et du feu par réseau de neurones convolutifs. APIA Sébastien Frizzi, Rabeb Kaabi, Moez Bouchouicha, Jean-Marc Ginoux, Farhat Fnaiech, Eric Moreau
2017	A	`conf`	Improved modular UAV autopilot simulator for Pinguin BE aircraft. ICCAD Ali Bhar, Mounir Sayadi, Farhat Fnaiech
2016	C	`conf`	A novel automatic diagnostic approach based on nystagmus feature selection and neural network classification. IECON Amine Ben Slama, Aymen Mouelhi, Hanene Sahli, Sondes Manoubi, Mamia Ben Salah, Mounir Sayadi, Hedi Trabelsi, Farhat Fnaiech
2016	J	`jnl`	Automated nuclei segmentation approach based on mathematical morphology for cancer scoring in breast tissue images. Int. Arab J. Inf. Technol. Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, Karima Mrad
2016	C	`conf`	Convolutional neural network for video fire and smoke detection. IECON Sébastien Frizzi, Rabeb Kaabi, Moez Bouchouicha, Jean-Marc Ginoux, Eric Moreau, Farhat Fnaiech
2016	C	`conf`	Fabric defect detection using local homogeneity and morphological image processing. IPAS Ali Rebhi, Saber Abid, Farhat Fnaiech
2016	C	`conf`	Glycemic evolution of type 1 diabetic patients is a chaotic phenomenon. IECON Takoua Hamdi, Veronique Di Costanzo, Farhat Fnaiech, Eric Moreau, Roomila Naeck, Jean-Marc Ginoux
2015	J	`jnl`	A Vision Approach for Expiry Date Recognition using Stretched Gabor Features. Int. Arab J. Inf. Technol. Ahmed Zaafouri, Mounir Sayadi, Farhat Fnaiech
2015	J	`jnl`	A new method for expiration code detection and recognition using gabor features based collaborative representation. Adv. Eng. Informatics Ahmed Zaafouri, Mounir Sayadi, Farhat Fnaiech, Omar M. Al-Jarrah, Wu Wei
2015	J	`jnl`	Fabric defect localization using line variances of the local homogeneity images. Comput. Syst. Sci. Eng. Ali Rebhi, Sabeur Abid, Farhat Fnaiech
2015	J	`jnl`	Linear feature selection and classification using PNN and SFAM neural networks for a nearly online diagnosis of bearing naturally progressing degradations. Eng. Appl. Artif. Intell. Jaouher Ben Ali, Lotfi Saidi, Aymen Mouelhi, Brigitte Chebel-Morello, Farhat Fnaiech
2015	J	`jnl`	Nonlinear System Identification With A Real-Coded Genetic Algorithm (RCGA). Int. J. Appl. Math. Comput. Sci. Imen Cherif, Farhat Fnaiech
2015	—	`conf`	Skin lesion segmentation using the D-S evidence theory based on the FCM using feature parameters. SSD Olfa Trabelsi, Lotfi Tlig, Mounir Sayadi, Farhat Fnaiech
2014	Misc	`conf`	A novel morphological segmentation method for evaluating estrogen receptors' status in breast tissue images. ATSIP Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech
2014	—	`conf`	Bi-spectrum based-EMD applied to the non-stationary vibration signals for bearing faults diagnosis. SoCPaR Lotfi Saidi, Jaouher Ben Ali, Farhat Fnaiech, Brigitte Morello
2014	C	`conf`	Fingerprint characterization using SVD features. IPAS Ala Balti, Mounir Sayadi, Farhat Fnaiech
2014	J	`jnl`	Identification of early-stage Alzheimer's disease using SFAM neural network. Neurocomputing Jaouher Ben Ali, Sabeur Abid, Barrie William Jervis, Farhat Fnaiech, Cristin Bigan, Mircea Besleaga
2014	Misc	`conf`	Texture defect detection method based on H-image and Hotteling model T ATSIP Ali Rebhi, Saber Abid, Farhat Fnaiech
2013	J	`jnl`	A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens. Comput. Biol. Medicine Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, Karima Mrad, Khaled Ben Romdhane
2013	J	`jnl`	Automatic image segmentation of nuclear stained breast tissue sections using color active contour model and an improved watershed method. Biomed. Signal Process. Control. Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, Karima Mrad, Khaled Ben Romdhane
2013	C	`conf`	Finger verification Using SVD features. IAS Ala Balti, Mounir Sayadi, Farhat Fnaiech
2013	—	`conf`	Supervised Neural Network and minimum distance features between singularities for fingerprint verification. SSD Ala Balti, Mounir Sayadi, Farhat Fnaiech
2012	C	`conf`	A Lyapunov-based current control strategy of three phase Shunt Active Power Filter for harmonic elimination, power-factor correction, and load unbalance compensation. IECON Mohamed Haddad, Salem Rahmani, Farhat Fnaiech, Kamal Al-Haddad
2012	J	`jnl`	A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features. Signal Process. Image Commun. Lotfi Tlig, Mounir Sayadi, Farhat Fnaiech
2012	C	`conf`	Invariant and reduced features for Fingerprint Characterization. IECON Ala Balti, Mounir Sayadi, Farhat Fnaiech
2012	C	`conf`	New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance. IECON Nader Fnaiech, Hayfa Hammami, Amel Yahyaoui, Christophe Varnier, Farhat Fnaiech, Noureddine Zerhouni
2012	C	`conf`	Space vector pulse width modulation of multilevel inverters: A new method for selecting the appropriate small hexagon. IECON Mohamed Hamdi, Mahmoud Hamouda, Farhat Fnaiech, Kamal Al-Haddad
2012	C	`conf`	Stator current bi-spectrum patterns for induction machines multiple-faults detection. IECON Lotfi Saidi, Farhat Fnaiech, Gérard-André Capolino, Humberto Henao
2012	J	`jnl`	Weld defect detection using a modified anisotropic diffusion model. EURASIP J. Adv. Signal Process. Issam Ben Mhammed, Sabeur Abid, Farhat Fnaiech
2011	J	`jnl`	A New Method for the Estimation of Mass Functions in the Dempster-Shafer's Evidence Theory: Application to Colour Image Segmentation. Circuits Syst. Signal Process. Salim Ben Chaabane, Mounir Sayadi, Farhat Fnaiech, Eric Brassart, Franck Betin
2011	J	`jnl`	A Suitable Initialization Procedure for Speeding a Neural Network Job-Shop Scheduling. IEEE Trans. Ind. Electron. Amel Yahyaoui, Nader Fnaiech, Farhat Fnaiech
2011	J	`jnl`	An Efficient DSP-FPGA-Based Real-Time Implementation Method of SVM Algorithms for an Indirect Matrix Converter. IEEE Trans. Ind. Electron. Mahmoud Hamouda, Handy Fortin-Blanchette, Kamal Al-Haddad, Farhat Fnaiech
2010	J	`jnl`	Colour Image Segmentation Using Homogeneity Method and Data Fusion Techniques. EURASIP J. Adv. Signal Process. Salim Ben Chaabane, Mounir Sayadi, Farhat Fnaiech, Eric Brassart
2010	J	`jnl`	Fuzzy Logic and Sliding-Mode Controls Applied to Six-Phase Induction Machine With Open Phases. IEEE Trans. Ind. Electron. Mohamed Amine Fnaiech, Franck Betin, Gérard-André Capolino, Farhat Fnaiech
2009	J	`jnl`	Image Watermarking Based on the Hessenberg Transform. Int. J. Image Graph. Hassen Seddik, Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet
2009	J	`jnl`	The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm. Intell. Autom. Soft Comput. Nader Fnaiech, Farhat Fnaiech, Barrie W. Jervis, Mohamed Cheriet
2007	B	`conf`	A Genetic Approach for Linear-Quadratic Channel Identification With Usual Communication Inputs. IJCNN Imen Cherif, Sabeur Abid, Farhat Fnaiech
2006	J	`jnl`	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. Math. Comput. Simul. Hadi Youssef Kanaan, Kamal Al-Haddad, Farhat Fnaiech
2006	B	`conf`	Accelerating the Multilayer Perceptron Learning with the Davidon Fletcher Powell Algorithm. IJCNN Sabeur Abid, Aymen Mouelhi, Farhat Fnaiech
2006	J	`jnl`	Linear and Nonlinear Control Techniques for a Three-Phase Three-Level NPC Boost Rectifier. IEEE Trans. Ind. Electron. Loubna Yacoubi, Kamal Al-Haddad, Louis-A. Dessaint, Farhat Fnaiech
2005	J	`jnl`	A DSP-based implementation of a new nonlinear control for a three-phase neutral point clamped boost rectifier prototype. IEEE Trans. Ind. Electron. Loubna Yacoubi, Kamal Al-Haddad, Farhat Fnaiech, Louis-A. Dessaint
2005	—	`conf`	Blind identification of quadratic systems under i.i.d. excitation using genetic algorithms. ISSPA Imen Cherif, Sabeur Abid, Farhat Fnaiech
2005	B	`conf`	Fast training of multilayer perceptrons with a mixed norm algorithm. IJCNN Sabeur Abid, Farhat Fnaiech, Barrie W. Jervis, Mohamed Cheriet
2005	—	`conf`	Grinding Forces Prediction Based Upon Experimental Design and Neural Network Models. ANNIIP Ridha Amamou, Nabil Ben Fredj, Farhat Fnaiech
2004	—	`conf`	A new non-linear exponential 2-D adaptive filter and its application in texture characterization. ICASSP (3) Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet
2004	J	`jnl`	Linear control design for a current-injection-based three-phase unity-power-factor rectifier. IEEE Trans. Ind. Electron. Hadi Youssef Kanaan, Hugo Fortin-Blanchette, Kamal Al-Haddad, Rachid Chaffai, Louis Duguay, Farhat Fnaiech
2003	J	`jnl`	New nonlinear control of three-phase NPC boost rectifier operating under severe disturbances. Math. Comput. Simul. Loubna Yacoubi, Farhat Fnaiech, Louis-A. Dessaint, Kamal Al-Haddad
2002	—	`conf`	A new Neural Network pruning method based on the singular value decomposition and the weight initialisation. EUSIPCO Sabeur Abid, Farhat Fnaiech, Mohamed Najim
2002	Misc	`conf`	A new efficient quadratic filter based on the Chen's LMS linear algorithm and its performance analysis. ICASSP Mounir Sayadi, Farhat Fnaiech, Samir Sakrani, Mohamed Najim
2002	—	`conf`	A new two-dimensional fast adaptive filter based on the Chandrasekhar algorithm. EUSIPCO Mounir Sayadi, Farhat Fnaiech, Ahmed Mathlouthi, Abdelkader Chaari, Mohamed Najim
2001	J	`jnl`	A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm. IEEE Trans. Neural Networks Sabeur Abid, Farhat Fnaiech, Mohamed Najim
2001	Misc	`conf`	A new feedforward neural network hidden layer neuron pruning algorithm. ICASSP Farhat Fnaiech, Nader Fnaiech, Mohamed Najim
2000	Misc	`conf`	Evaluation of the feedforward neural network covariance matrix error. ICASSP Sabeur Abid, Farhat Fnaiech, Mohamed Najim
1999	—	`conf`	A new fast neural network training algorithm based on a modified standard backpropagation (MBP) criterion minimization. NSIP Sabeur Abid, Farhat Fnaiech, Mohamed Najim
1999	—	`conf`	Adaptive recursive higher order polynomial filter. NSIP Farhat Fnaiech, Mounir Sayadi, Mohamed Najim
1999	J	`jnl`	An LMS adaptive second-order Volterra filter with a zeroth-order term: steady-state performance analysis in a time-varying environment. IEEE Trans. Signal Process. Mounir Sayadi, Farhat Fnaiech, Mohamed Najim
1999	J	`jnl`	Multichannel linear and quadratic adaptive filtering based on the Chandrasekhar fast algorithm. IEEE Trans. Signal Process. Mounir Sayadi, Farhat Fnaiech, Mohamed Najim
1996	Misc	`conf`	A fast M-D Chandrasekhar algorithm for second order Volterra adaptive filtering. ICASSP Mounir Sayadi, Abdelkader Chaari, Farhat Fnaiech, Mohamed Najim
1996	—	`conf`	Steady-state performance analysis of the LMS adaptive time-varying second order Volterra filter. EUSIPCO Mounir Sayadi, Farhat Fnaiech, Sébastien Guillon, Mohamed Najim