Afef Elloumi Oueslati

According to our database, Afef Elloumi Oueslati authored at least 33 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2022

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

Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

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.

Feriel Ben Nasr, Afef Elloumi Oueslati

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

Pre-miRNA sequence prediction using convolutional neural network.

Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

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.

Rabeb Touati, Asma Tajouri, Imen Mesaoudi, Afef Elloumi Oueslati, Zied Lachiri, Maher Kharrat

Biomed. Signal Process. Control., 2021

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

Zeineb Chebbi Babchia, Afef Elloumi Oueslati

Biomed. Signal Process. Control., 2021

MicroRNA expression classification for human disease prediction.

Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

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.

Afef Elloumi Oueslati, Aymen Hlali, Hassen Zairi

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

CNN for human exons and introns classification.

Feriel Ben Nasr, Afef Elloumi Oueslati

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

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

Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

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.

Hiba Lahmer, Afef Elloumi Oueslati, Zied Lachiri

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.

Rabeb Touati, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

Multim. Tools Appl., 2019

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

Rabeb Touati, Afef Elloumi Oueslati, Imen Messaoudi, Zied Lachiri

Medical Biol. Eng. Comput., 2019

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

Rabeb Touati, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

Biomed. Signal Process. Control., 2019

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

Hiba Lahmer, Afef Elloumi Oueslati, Zied Lachiri

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

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

Zeineb Chebbi Babchia, Afef Elloumi Oueslati

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.

Mael Salah Jrad, Afef Elloumi Oueslati, Zied Lachiri

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.

Rabeb Touati, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

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.

Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

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.

Rabeb Touati, Afef Elloumi Oueslati, Imen Messaoudi, Zied Lachiri

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

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

Soumaya Zribi, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

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.

Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri

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.

Soumaya Zribi, Afef Elloumi Oueslati, Zied Lachiri

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.

Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze

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.

Mael Salah Jrad, Afef Elloumi Oueslati, Zied Lachiri

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.

Afef Elloumi Oueslati, Imen Messaoudi, Zied Lachiri, Noureddine Ellouze

Medical Biol. Eng. Comput., 2015

2014

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

Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

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

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

Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

EURASIP J. Bioinform. Syst. Biol., 2014

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

Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

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

ECG image representation of normal sinus rythm.

Kawther Soualhi, Afef Elloumi Oueslati, Noureddine Ellouze

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.

Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri

CoRR, 2013

2011

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

Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze

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

2007

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

Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze

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

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

Afef Elloumi Oueslati, Noureddine Ellouze, Zied Lachiri

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007