Farhat Fnaiech

According to our database1, Farhat Fnaiech authored at least 67 papers between 1996 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
A new growing pruning deep learning neural network algorithm (GP-DLNN).
Neural Comput. Appl., 2020

2018
A facial expression controlled wheelchair for people with disabilities.
Comput. Methods Programs Biomed., 2018

Estimation of IMU orientation using linear Kalman Filter based on correntropy criterion.
Proceedings of the IEEE International Conference on Industrial Technology, 2018

Banking Security System Based on SVD Fingerprints and Cryptography Passwords.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2018

A real-time emotion recognition system for disabled persons.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Early smoke detection of forest wildfire video using deep belief network.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Modular Navigation Strategy for Autonomous Robot.
Proceedings of the 15th International Multi-Conference on Systems, Signals & Devices, 2018

2017
Direct Remaining Useful Life Estimation Based on Support Vector Regression.
IEEE Trans. Ind. Electron., 2017

A new preprocessing parameter estimation based on geodesic active contour model for automatic vestibular neuritis diagnosis.
Artif. Intell. Medicine, 2017

Improved modular UAV autopilot simulator for Pinguin BE aircraft.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Détection de la fumée et du feu par réseau de neurones convolutifs.
Proceedings of the 3ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 2017

2016
Automated nuclei segmentation approach based on mathematical morphology for cancer scoring in breast tissue images.
Int. Arab J. Inf. Technol., 2016

Fabric defect detection using local homogeneity and morphological image processing.
Proceedings of the International Image Processing, Applications and Systems, 2016

A novel automatic diagnostic approach based on nystagmus feature selection and neural network classification.
Proceedings of the IECON 2016, 2016

Glycemic evolution of type 1 diabetic patients is a chaotic phenomenon.
Proceedings of the IECON 2016, 2016

Convolutional neural network for video fire and smoke detection.
Proceedings of the IECON 2016, 2016

2015
A Vision Approach for Expiry Date Recognition using Stretched Gabor Features.
Int. Arab J. Inf. Technol., 2015

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., 2015

Fabric defect localization using line variances of the local homogeneity images.
Comput. Syst. Sci. Eng., 2015

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

A new method for expiration code detection and recognition using gabor features based collaborative representation.
Adv. Eng. Informatics, 2015

Skin lesion segmentation using the D-S evidence theory based on the FCM using feature parameters.
Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

2014
Identification of early-stage Alzheimer's disease using SFAM neural network.
Neurocomputing, 2014

Bi-spectrum based-EMD applied to the non-stationary vibration signals for bearing faults diagnosis.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Fingerprint characterization using SVD features.
Proceedings of the International Image Processing, 2014

Texture defect detection method based on H-image and Hotteling model T<sup>2</sup>.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

A novel morphological segmentation method for evaluating estrogen receptors' status in breast tissue images.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

2013
A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens.
Comput. Biol. Medicine, 2013

Automatic image segmentation of nuclear stained breast tissue sections using color active contour model and an improved watershed method.
Biomed. Signal Process. Control., 2013

Supervised Neural Network and minimum distance features between singularities for fingerprint verification.
Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

Finger verification Using SVD features.
Proceedings of the 9th International Conference on Information Assurance and Security, 2013

2012
A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features.
Signal Process. Image Commun., 2012

Weld defect detection using a modified anisotropic diffusion model.
EURASIP J. Adv. Signal Process., 2012

Stator current bi-spectrum patterns for induction machines multiple-faults detection.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Space vector pulse width modulation of multilevel inverters: A new method for selecting the appropriate small hexagon.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

A Lyapunov-based current control strategy of three phase Shunt Active Power Filter for harmonic elimination, power-factor correction, and load unbalance compensation.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Invariant and reduced features for Fingerprint Characterization.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

2011
A Suitable Initialization Procedure for Speeding a Neural Network Job-Shop Scheduling.
IEEE Trans. Ind. Electron., 2011

An Efficient DSP-FPGA-Based Real-Time Implementation Method of SVM Algorithms for an Indirect Matrix Converter.
IEEE Trans. Ind. Electron., 2011

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., 2011

2010
Fuzzy Logic and Sliding-Mode Controls Applied to Six-Phase Induction Machine With Open Phases.
IEEE Trans. Ind. Electron., 2010

Colour Image Segmentation Using Homogeneity Method and Data Fusion Techniques.
EURASIP J. Adv. Signal Process., 2010

2009
Image Watermarking Based on the Hessenberg Transform.
Int. J. Image Graph., 2009

The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm.
Intell. Autom. Soft Comput., 2009

2007
A Genetic Approach for Linear-Quadratic Channel Identification With Usual Communication Inputs.
Proceedings of the International Joint Conference on Neural Networks, 2007

2006
Linear and Nonlinear Control Techniques for a Three-Phase Three-Level NPC Boost Rectifier.
IEEE Trans. Ind. Electron., 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.
Math. Comput. Simul., 2006

Accelerating the Multilayer Perceptron Learning with the Davidon Fletcher Powell Algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
A DSP-based implementation of a new nonlinear control for a three-phase neutral point clamped boost rectifier prototype.
IEEE Trans. Ind. Electron., 2005

Blind identification of quadratic systems under i.i.d. excitation using genetic algorithms.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

Grinding Forces Prediction Based Upon Experimental Design and Neural Network Models.
Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2005

2004
Linear control design for a current-injection-based three-phase unity-power-factor rectifier.
IEEE Trans. Ind. Electron., 2004

A new non-linear exponential 2-D adaptive filter and its application in texture characterization.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
New nonlinear control of three-phase NPC boost rectifier operating under severe disturbances.
Math. Comput. Simul., 2003

2002
A new efficient quadratic filter based on the Chen's LMS linear algorithm and its performance analysis.
Proceedings of the IEEE International Conference on Acoustics, 2002

A new two-dimensional fast adaptive filter based on the Chandrasekhar algorithm.
Proceedings of the 11th European Signal Processing Conference, 2002

A new Neural Network pruning method based on the singular value decomposition and the weight initialisation.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm.
IEEE Trans. Neural Networks, 2001

A new feedforward neural network hidden layer neuron pruning algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Evaluation of the feedforward neural network covariance matrix error.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
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., 1999

Multichannel linear and quadratic adaptive filtering based on the Chandrasekhar fast algorithm.
IEEE Trans. Signal Process., 1999

Adaptive recursive higher order polynomial filter.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

A new fast neural network training algorithm based on a modified standard backpropagation (MBP) criterion minimization.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

1996
A fast M-D Chandrasekhar algorithm for second order Volterra adaptive filtering.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Steady-state performance analysis of the LMS adaptive time-varying second order Volterra filter.
Proceedings of the 8th European Signal Processing Conference, 1996


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