Afef Elloumi Oueslati

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 26

Top Topics

Wavelet Analysis

Top Venues

Biomed. Signal Process. Control.

Publications

Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Human disease prediction based on deep and machine learning classification of genes with miRNA binding sites. Multim. Tools Appl. 83 (16) (2024)
Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Cancer disease multinomial classification using transfer learning and SVM on the genes' sequences. EAI Endorsed Trans. Pervasive Health Technol. 9 (1) (2023)
Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Pre-miRNA sequence prediction using convolutional neural network. ATSIP (2022)
Ines Slimen, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Involving FCGR method in multiclass cancer diseases classification with transfer learning models. ATSIP (2022)
Feriel Ben Nasr, Afef Elloumi Oueslati
A new automatic method for human coding and non-coding zones characterization and classification based on FCGR coding and CNN classifier. ATSIP (2022)
Zeineb Chebbi Babchia, Afef Elloumi Oueslati
Wavelet-based multifractal analysis of C.elegans sequences based on FCGS signal. Biomed. Signal Process. Control. 69 (2021)
Afef Elloumi Oueslati, Aymen Hlali, Hassen Zairi
Modeling of a Metamaterial Biosensor Based on Split Ring Resonators for Cancer Cells Detection. SSD (2021)
Rabeb Touati, Asma Tajouri, Imen Mesaoudi, Afef Elloumi Oueslati, Zied Lachiri, Maher Kharrat
X and Y chromosomes. Biomed. Signal Process. Control. 64 (2021)
Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
CNN model applied on SNP protein sequences for intestinal cancer early detection. SSD (2021)
Feriel Ben Nasr, Afef Elloumi Oueslati
CNN for human exons and introns classification. SSD (2021)
Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
MicroRNA expression classification for human disease prediction. SSD (2021)
Hiba Lahmer, Afef Elloumi Oueslati, Zied Lachiri
Classification of DNA Microarrays Using Deep Learning to identify Cell Cycle Regulated Genes. ATSIP (2020)
Rabeb Touati, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
A combined support vector machine-FCGS classification based on the wavelet transform for Helitrons recognition in C.elegans. Multim. Tools Appl. 78 (10) (2019)
Rabeb Touati, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Distinguishing between intra-genomic helitron families using time-frequency features and random forest approaches. Biomed. Signal Process. Control. 54 (2019)
Mael Salah Jrad, Afef Elloumi Oueslati, Zied Lachiri
Compression's Methods based on Frequency and Time Frequency Transforms applied on DNA's images. SSD (2019)
Rabeb Touati, Afef Elloumi Oueslati, Imen Messaoudi, Zied Lachiri
The Helitron family classification using SVM based on Fourier transform features applied on an unbalanced dataset. Medical Biol. Eng. Comput. 57 (10) (2019)
Zeineb Chebbi Babchia, Afef Elloumi Oueslati
Studying Multifractality in C.elegans sequences based on multi order FCGR Images. ICCAD (2019)
Hiba Lahmer, Afef Elloumi Oueslati, Zied Lachiri
DNA Microarray Analysis Using Machine Learning to Recognize Cell Cycle Regulated Genes. ICCAD (2019)
Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Comparing the scalogram images of the Beta-Globin gene in Homosapiens and Pan Troglodytes. ATSIP (2018)
Rabeb Touati, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Classification of Helitron's Types in the C.elegans Genome based on Features Extracted from Wavelet Transform and SVM Methods. BIOINFORMATICS (2018)
Soumaya Zribi, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Identification of microsatellites in DNA sequence based on S-transform. ATSIP (2017)
Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri
SVM Helitrons recognition based on features extracted from the FCGS representation. ATSIP (2017)
Rabeb Touati, Afef Elloumi Oueslati, Imen Messaoudi, Zied Lachiri
A Novel methodology for Helitron's classification by SVM based on time frequency representation. ICCAD (2017)
Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze
Nucleosome location method based on morlet wavelet analysis scalograms investigation. ATSIP (2016)
Soumaya Zribi, Afef Elloumi Oueslati, Zied Lachiri
Tandem repeat search tools performance for the Arabidopsis thaliana genome. ATSIP (2016)
Mael Salah Jrad, Afef Elloumi Oueslati, Zied Lachiri
Image segmentation based thresholding technique: Application to DNA sequence scalograms. ATSIP (2016)
Afef Elloumi Oueslati, Imen Messaoudi, Zied Lachiri, Noureddine Ellouze
A new way to visualize DNA's base succession: the Caenorhabditis elegans chromosome landscapes. Medical Biol. Eng. Comput. 53 (11) (2015)
Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Revealing Helitron signatures in Caenorhabditis elegans by the Complex Morlet Analysis based on the Frequency Chaos Game Signals. IWBBIO (2014)
Kawther Soualhi, Afef Elloumi Oueslati, Noureddine Ellouze
ECG image representation of normal sinus rythm. ATSIP (2014)
Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Building Specific Signals from Frequency Chaos Game and Revealing Periodicities Using a Smoothed Fourier Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (5) (2014)
Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Wavelet analysis of frequency chaos game signal: a time-frequency signature of the C. elegans DNA. EURASIP J. Bioinform. Syst. Biol. 2014 (2014)
Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
Complex Morlet Wavelet Analysis of the DNA Frequency Chaos Game Signal and Revealing Specific Motifs of Introns in C.elegans. CoRR (2013)
Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze
Detecting particular features in C. elegans genomes using Synchronous Analysis based on Wavelet Transform. Int. J. Bioinform. Res. Appl. 7 (2) (2011)
Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze
Spectral Analysis of DNA Sequence: The Exon's Location Method. DSP (2007)
Afef Elloumi Oueslati, Noureddine Ellouze, Zied Lachiri
3D Spectrum Analysis of DNA Sequence: Application to Caenorhabditis elegans Genome. BIBE (2007)