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ORCIDFarhat Fnaiech
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2020 – today
- 2020
[j30]Ryad Zemouri
, Nabil Omri, Farhat Fnaiech, Noureddine Zerhouni, Nader Fnaiech:
A new growing pruning deep learning neural network algorithm (GP-DLNN). Neural Comput. Appl. 32(24): 18143-18159 (2020)
2010 – 2019
- 2018
- [j29]Yassine Rabhi, Makrem Mrabet, Farhat Fnaiech:
A facial expression controlled wheelchair for people with disabilities. Comput. Methods Programs Biomed. 165: 89-105 (2018) - [c37]Ali Bhar, Mounir Sayadi, Farhat Fnaiech:
Modular Navigation Strategy for Autonomous Robot. SSD 2018: 396-401 - [c36]Rabeb Kaabi, Mounir Sayadi, Moez Bouchouicha, Farhat Fnaiech, Eric Moreau, Jean-Marc Ginoux:
Early smoke detection of forest wildfire video using deep belief network. ATSIP 2018: 1-6 - [c35]Yassine Rabhi, Makrem Mrabet, Farhat Fnaiech, Mounir Sayadi:
A real-time emotion recognition system for disabled persons. ATSIP 2018: 1-6 - [c34]Sofienne Srihi, Ala Balti, Farhat Fnaiech, Habib Hamam:
Banking Security System Based on SVD Fingerprints and Cryptography Passwords. ICCAD 2018: 1-5 - [c33]Salma Habbachi, Mounir Sayadi, Farhat Fnaiech, Nasser Rezzoug, Philippe Gorce, Mohamed El Hachemi Benbouzid:
Estimation of IMU orientation using linear Kalman Filter based on correntropy criterion. ICIT 2018: 1340-1344 - 2017
- [j28]Amine Ben Slama, Aymen Mouelhi, Hanene Sahli, Sondes Manoubi, Chiraz Mbarek, Hedi Trabelsi, Farhat Fnaiech, Mounir Sayadi:
A new preprocessing parameter estimation based on geodesic active contour model for automatic vestibular neuritis diagnosis. Artif. Intell. Medicine 80: 48-62 (2017) - [j27]Racha Khelif, Brigitte Chebel-Morello, Simon Malinowski, Emna Laajili, Farhat Fnaiech, Noureddine Zerhouni:
Direct Remaining Useful Life Estimation Based on Support Vector Regression. IEEE Trans. Ind. Electron. 64(3): 2276-2285 (2017) - [c32]Sébastien Frizzi, Rabeb Kaabi, Moez Bouchouicha, Jean-Marc Ginoux, Farhat Fnaiech, Eric Moreau:
Détection de la fumée et du feu par réseau de neurones convolutifs. APIA 2017: 45-51 - [c31]Ali Bhar, Mounir Sayadi, Farhat Fnaiech:
Improved modular UAV autopilot simulator for Pinguin BE aircraft. ICCAD 2017: 125-129 - 2016
- [j26]Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, Karima Mrad:
Automated nuclei segmentation approach based on mathematical morphology for cancer scoring in breast tissue images. Int. Arab J. Inf. Technol. 13(6A): 915-922 (2016) - [c30]Sébastien Frizzi, Rabeb Kaabi, Moez Bouchouicha, Jean-Marc Ginoux, Eric Moreau, Farhat Fnaiech:
Convolutional neural network for video fire and smoke detection. IECON 2016: 877-882 - [c29]Amine Ben Slama, Aymen Mouelhi, Hanene Sahli, Sondes Manoubi, Mamia Ben Salah, Mounir Sayadi, Hedi Trabelsi, Farhat Fnaiech:
A novel automatic diagnostic approach based on nystagmus feature selection and neural network classification. IECON 2016: 5165-5170 - [c28]Takoua Hamdi, Veronique Di Costanzo, Farhat Fnaiech, Eric Moreau, Roomila Naeck, Jean-Marc Ginoux:
Glycemic evolution of type 1 diabetic patients is a chaotic phenomenon. IECON 2016: 5177-5181 - [c27]Ali Rebhi, Saber Abid, Farhat Fnaiech:
Fabric defect detection using local homogeneity and morphological image processing. IPAS 2016: 1-5 - 2015
- [j25]Ahmed Zaafouri, Mounir Sayadi, Farhat Fnaiech, Omar M. Al-Jarrah, Wu Wei:
A new method for expiration code detection and recognition using gabor features based collaborative representation. Adv. Eng. Informatics 29(4): 1072-1082 (2015) - [j24]Imen Cherif, Farhat Fnaiech:
Nonlinear System Identification With A Real-Coded Genetic Algorithm (RCGA). Int. J. Appl. Math. Comput. Sci. 25(4): 863-875 (2015) - [j23]Ali Rebhi, Sabeur Abid, Farhat Fnaiech:
Fabric defect localization using line variances of the local homogeneity images. Comput. Syst. Sci. Eng. 30(4) (2015) - [j22]Jaouher Ben Ali, Lotfi Saidi, Aymen Mouelhi, Brigitte Chebel-Morello, Farhat Fnaiech:
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. 42: 67-81 (2015) - [j21]Ahmed Zaafouri, Mounir Sayadi, Farhat Fnaiech:
A Vision Approach for Expiry Date Recognition using Stretched Gabor Features. Int. Arab J. Inf. Technol. 12(5): 448-455 (2015) - [c26]Olfa Trabelsi, Lotfi Tlig, Mounir Sayadi, Farhat Fnaiech:
Skin lesion segmentation using the D-S evidence theory based on the FCM using feature parameters. SSD 2015: 1-5 - 2014
- [j20]Jaouher Ben Ali, Sabeur Abid, Barrie William Jervis, Farhat Fnaiech, Cristin Bigan, Mircea Besleaga:
Identification of early-stage Alzheimer's disease using SFAM neural network. Neurocomputing 143: 170-181 (2014) - [c25]Ali Rebhi, Saber Abid, Farhat Fnaiech:
Texture defect detection method based on H-image and Hotteling model T2. ATSIP 2014: 120-124 - [c24]Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech:
A novel morphological segmentation method for evaluating estrogen receptors' status in breast tissue images. ATSIP 2014: 177-182 - [c23]Ala Balti, Mounir Sayadi, Farhat Fnaiech:
Fingerprint characterization using SVD features. IPAS 2014: 1-6 - [c22]Lotfi Saidi, Jaouher Ben Ali, Farhat Fnaiech, Brigitte Morello:
Bi-spectrum based-EMD applied to the non-stationary vibration signals for bearing faults diagnosis. SoCPaR 2014: 25-30 - 2013
- [j19]Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, Karima Mrad, Khaled Ben Romdhane:
Automatic image segmentation of nuclear stained breast tissue sections using color active contour model and an improved watershed method. Biomed. Signal Process. Control. 8(5): 421-436 (2013) - [j18]Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, Karima Mrad, Khaled Ben Romdhane:
A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens. Comput. Biol. Medicine 43(12): 2263-2277 (2013) - [c21]Ala Balti, Mounir Sayadi, Farhat Fnaiech:
Finger verification Using SVD features. IAS 2013: 1-5 - [c20]Ala Balti, Mounir Sayadi, Farhat Fnaiech:
Supervised Neural Network and minimum distance features between singularities for fingerprint verification. SSD 2013: 1-5 - 2012
- [j17]Issam Ben Mhammed, Sabeur Abid, Farhat Fnaiech:
Weld defect detection using a modified anisotropic diffusion model. EURASIP J. Adv. Signal Process. 2012: 46 (2012) - [j16]Lotfi Tlig, Mounir Sayadi, Farhat Fnaiech:
A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features. Signal Process. Image Commun. 27(6): 694-708 (2012) - [c19]Mohamed Hamdi, Mahmoud Hamouda, Farhat Fnaiech, Kamal Al-Haddad:
Space vector pulse width modulation of multilevel inverters: A new method for selecting the appropriate small hexagon. IECON 2012: 774-779 - [c18]Ala Balti, Mounir Sayadi, Farhat Fnaiech:
Invariant and reduced features for Fingerprint Characterization. IECON 2012: 1530-1534 - [c17]Mohamed Haddad, Salem Rahmani, Farhat Fnaiech, Kamal Al-Haddad:
A Lyapunov-based current control strategy of three phase Shunt Active Power Filter for harmonic elimination, power-factor correction, and load unbalance compensation. IECON 2012: 3340-3345 - [c16]Lotfi Saidi, Farhat Fnaiech, Gérard-André Capolino, Humberto Henao:
Stator current bi-spectrum patterns for induction machines multiple-faults detection. IECON 2012: 5132-5137 - [c15]Nader Fnaiech, Hayfa Hammami, Amel Yahyaoui, Christophe Varnier, Farhat Fnaiech, Noureddine Zerhouni:
New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance. IECON 2012: 5535-5541 - 2011
- [j15]Salim Ben Chaabane, Mounir Sayadi, Farhat Fnaiech, Eric Brassart, Franck Betin:
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. 30(1): 55-71 (2011) - [j14]Amel Yahyaoui, Nader Fnaiech, Farhat Fnaiech:
A Suitable Initialization Procedure for Speeding a Neural Network Job-Shop Scheduling. IEEE Trans. Ind. Electron. 58(3): 1052-1060 (2011) - [j13]Mahmoud Hamouda, Handy Fortin-Blanchette, Kamal Al-Haddad, Farhat Fnaiech:
An Efficient DSP-FPGA-Based Real-Time Implementation Method of SVM Algorithms for an Indirect Matrix Converter. IEEE Trans. Ind. Electron. 58(11): 5024-5031 (2011) - 2010
- [j12]Salim Ben Chaabane, Mounir Sayadi, Farhat Fnaiech, Eric Brassart:
Colour Image Segmentation Using Homogeneity Method and Data Fusion Techniques. EURASIP J. Adv. Signal Process. 2010 (2010) - [j11]Mohamed Amine Fnaiech, Franck Betin, Gérard-André Capolino, Farhat Fnaiech:
Fuzzy Logic and Sliding-Mode Controls Applied to Six-Phase Induction Machine With Open Phases. IEEE Trans. Ind. Electron. 57(1): 354-364 (2010)
2000 – 2009
- 2009
- [j10]Nader Fnaiech, Farhat Fnaiech, Barrie W. Jervis, Mohamed Cheriet:
The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm. Intell. Autom. Soft Comput. 15(4): 573-589 (2009) - [j9]Hassen Seddik, Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet:
Image Watermarking Based on the Hessenberg Transform. Int. J. Image Graph. 9(3): 411-433 (2009) - 2007
- [c14]Imen Cherif, Sabeur Abid, Farhat Fnaiech:
A Genetic Approach for Linear-Quadratic Channel Identification With Usual Communication Inputs. IJCNN 2007: 1703-1707 - 2006
- [j8]Hadi Youssef Kanaan, Kamal Al-Haddad, Farhat Fnaiech:
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. 71(4-6): 487-498 (2006) - [j7]Loubna Yacoubi, Kamal Al-Haddad, Louis-A. Dessaint, Farhat Fnaiech:
Linear and Nonlinear Control Techniques for a Three-Phase Three-Level NPC Boost Rectifier. IEEE Trans. Ind. Electron. 53(6): 1908-1918 (2006) - [c13]Sabeur Abid, Aymen Mouelhi, Farhat Fnaiech:
Accelerating the Multilayer Perceptron Learning with the Davidon Fletcher Powell Algorithm. IJCNN 2006: 3389-3394 - 2005
- [j6]Loubna Yacoubi, Kamal Al-Haddad, Farhat Fnaiech, Louis-A. Dessaint:
A DSP-based implementation of a new nonlinear control for a three-phase neutral point clamped boost rectifier prototype. IEEE Trans. Ind. Electron. 52(1): 197-205 (2005) - [c12]Ridha Amamou, Nabil Ben Fredj, Farhat Fnaiech:
Grinding Forces Prediction Based Upon Experimental Design and Neural Network Models. ANNIIP 2005: 122-131 - [c11]Imen Cherif, Sabeur Abid, Farhat Fnaiech:
Blind identification of quadratic systems under i.i.d. excitation using genetic algorithms. ISSPA 2005: 463-466 - 2004
- [j5]Hadi Youssef Kanaan, Hugo Fortin-Blanchette, Kamal Al-Haddad, Rachid Chaffai, Louis Duguay, Farhat Fnaiech:
Linear control design for a current-injection-based three-phase unity-power-factor rectifier. IEEE Trans. Ind. Electron. 51(2): 429-438 (2004) - [c10]Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet:
A new non-linear exponential 2-D adaptive filter and its application in texture characterization. ICASSP (3) 2004: 589-592 - 2003
- [j4]Loubna Yacoubi, Farhat Fnaiech, Louis-A. Dessaint, Kamal Al-Haddad:
New nonlinear control of three-phase NPC boost rectifier operating under severe disturbances. Math. Comput. Simul. 63(3-5): 307-320 (2003) - 2002
- [c9]Sabeur Abid, Farhat Fnaiech, Mohamed Najim:
A new Neural Network pruning method based on the singular value decomposition and the weight initialisation. EUSIPCO 2002: 1-4 - [c8]Mounir Sayadi, Farhat Fnaiech, Ahmed Mathlouthi, Abdelkader Chaari, Mohamed Najim:
A new two-dimensional fast adaptive filter based on the Chandrasekhar algorithm. EUSIPCO 2002: 1-4 - [c7]Mounir Sayadi, Farhat Fnaiech, Samir Sakrani, Mohamed Najim:
A new efficient quadratic filter based on the Chen's LMS linear algorithm and its performance analysis. ICASSP 2002: 1109-1112 - 2001
- [j3]Sabeur Abid, Farhat Fnaiech, Mohamed Najim:
A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm. IEEE Trans. Neural Networks 12(2): 424-430 (2001) - [c6]Farhat Fnaiech, Nader Fnaiech, Mohamed Najim:
A new feedforward neural network hidden layer neuron pruning algorithm. ICASSP 2001: 1277-1280 - 2000
- [c5]Sabeur Abid, Farhat Fnaiech, Mohamed Najim:
Evaluation of the feedforward neural network covariance matrix error. ICASSP 2000: 3482-3485
1990 – 1999
- 1999
- [j2]Mounir Sayadi, Farhat Fnaiech, Mohamed Najim:
Multichannel linear and quadratic adaptive filtering based on the Chandrasekhar fast algorithm. IEEE Trans. Signal Process. 47(3): 860-864 (1999) - [j1]Mounir Sayadi, Farhat Fnaiech, Mohamed Najim:
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. 47(3): 872-876 (1999) - [c4]Farhat Fnaiech, Mounir Sayadi, Mohamed Najim:
Adaptive recursive higher order polynomial filter. NSIP 1999: 684-688 - [c3]Sabeur Abid, Farhat Fnaiech, Mohamed Najim:
A new fast neural network training algorithm based on a modified standard backpropagation (MBP) criterion minimization. NSIP 1999: 733-737 - 1996
- [c2]Mounir Sayadi, Farhat Fnaiech, Sébastien Guillon, Mohamed Najim:
Steady-state performance analysis of the LMS adaptive time-varying second order Volterra filter. EUSIPCO 1996: 1-5 - [c1]Mounir Sayadi, Abdelkader Chaari, Farhat Fnaiech, Mohamed Najim:
A fast M-D Chandrasekhar algorithm for second order Volterra adaptive filtering. ICASSP 1996: 1339-1342
Coauthor Index
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