Afef Elloumi Oueslati

Multim. Tools Appl., May, 2024

Brain MRI classification for tumor detection with deep pre-trained models.

[BibT_eX]

[DOI]

Ameni Yazzeoui

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

C.elegans coding and non-coding zones classification using multifractal features and support vector machine.

[BibT_eX]

[DOI]

Nadia Selmi

Zeineb Chebbi Babchia

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

Autism diagnosis with a CNN model based on genetic mutations.

[BibT_eX]

[DOI]

Farah Mnif

Feriel Ben Nasr

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

Dermoscopic Images Classification Using Pretrained VGG-16 and ResNet-50 Models.

[BibT_eX]

[DOI]

Sirine Mejri

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

2023

Cancer disease multinomial classification using transfer learning and SVM on the genes' sequences.

[BibT_eX]

[DOI]

EAI Endorsed Trans. Pervasive Health Technol., 2023

Breast cancer early detection in TP53 SNP protein sequences based on a new Convolutional Neural Network model.

[BibT_eX]

[DOI]

Saifeddine Ben Nasr

EAI Endorsed Trans. Pervasive Health Technol., 2023

2022

Involving FCGR method in multiclass cancer diseases classification with transfer learning models.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

A new automatic method for human coding and non-coding zones characterization and classification based on FCGR coding and CNN classifier.

[BibT_eX]

[DOI]

Feriel Ben Nasr

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

Pre-miRNA sequence prediction using convolutional neural network.

[BibT_eX]

[DOI]

Saifeddine Ben Nasr

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

2021

New methodology for repetitive sequences identification in <i>human</i> X and Y chromosomes.

[BibT_eX]

[DOI]

Asma Tajouri

Imen Mesaoudi

Maher Kharrat

Biomed. Signal Process. Control., 2021

Wavelet-based multifractal analysis of C.elegans sequences based on FCGS signal.

[BibT_eX]

[DOI]

Zeineb Chebbi Babchia

Biomed. Signal Process. Control., 2021

MicroRNA expression classification for human disease prediction.

[BibT_eX]

[DOI]

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

Modeling of a Metamaterial Biosensor Based on Split Ring Resonators for Cancer Cells Detection.

[BibT_eX]

[DOI]

Aymen Hlali

Hassen Zairi

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

CNN for human exons and introns classification.

[BibT_eX]

[DOI]

Feriel Ben Nasr

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

CNN model applied on SNP protein sequences for intestinal cancer early detection.

[BibT_eX]

[DOI]

Saifeddine Ben Nasr

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020

Classification of DNA Microarrays Using Deep Learning to identify Cell Cycle Regulated Genes.

[BibT_eX]

[DOI]

Hiba Lahmer

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

2019

A combined support vector machine-FCGS classification based on the wavelet transform for Helitrons recognition in C.elegans.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

The Helitron family classification using SVM based on Fourier transform features applied on an unbalanced dataset.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2019

Distinguishing between intra-genomic helitron families using time-frequency features and random forest approaches.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2019

DNA Microarray Analysis Using Machine Learning to Recognize Cell Cycle Regulated Genes.

[BibT_eX]

[DOI]

Hiba Lahmer

Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

Studying Multifractality in C.elegans sequences based on multi order FCGR Images.

[BibT_eX]

[DOI]

Zeineb Chebbi Babchia

Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

Compression's Methods based on Frequency and Time Frequency Transforms applied on DNA's images.

[BibT_eX]

[DOI]

Mael Salah Jrad

Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

2018

Classification of Helitron's Types in the C.elegans Genome based on Features Extracted from Wavelet Transform and SVM Methods.

[BibT_eX]

[DOI]

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Comparing the scalogram images of the Beta-Globin gene in Homosapiens and Pan Troglodytes.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2017

A Novel methodology for Helitron's classification by SVM based on time frequency representation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Identification of microsatellites in DNA sequence based on S-transform.

[BibT_eX]

[DOI]

Soumaya Zribi

Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

SVM Helitrons recognition based on features extracted from the FCGS representation.

[BibT_eX]

[DOI]

Imen Massaoudi

Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

2016

Tandem repeat search tools performance for the Arabidopsis thaliana genome.

[BibT_eX]

[DOI]

Soumaya Zribi

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Nucleosome location method based on morlet wavelet analysis scalograms investigation.

[BibT_eX]

[DOI]

Imen Massaoudi

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Image segmentation based thresholding technique: Application to DNA sequence scalograms.

[BibT_eX]

[DOI]

Mael Salah Jrad

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2015

A new way to visualize DNA's base succession: the Caenorhabditis elegans chromosome landscapes.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2015

2014

Building Specific Signals from Frequency Chaos Game and Revealing Periodicities Using a Smoothed Fourier Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Wavelet analysis of frequency chaos game signal: a time-frequency signature of the C. elegans DNA.

[BibT_eX]

[DOI]

EURASIP J. Bioinform. Syst. Biol., 2014

Revealing Helitron signatures in Caenorhabditis elegans by the Complex Morlet Analysis based on the Frequency Chaos Game Signals.

[BibT_eX]

[DOI]

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

ECG image representation of normal sinus rythm.

[BibT_eX]

[DOI]

Kawther Soualhi

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

2013

Complex Morlet Wavelet Analysis of the DNA Frequency Chaos Game Signal and Revealing Specific Motifs of Introns in C.elegans.

[BibT_eX]

[DOI]

CoRR, 2013

2011

Detecting particular features in C. elegans genomes using Synchronous Analysis based on Wavelet Transform.

[BibT_eX]

[DOI]

Int. J. Bioinform. Res. Appl., 2011

2007

Spectral Analysis of DNA Sequence: The Exon's Location Method.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

3D Spectrum Analysis of DNA Sequence: Application to Caenorhabditis elegans Genome.

[BibT_eX]

[DOI]