3D Spectrum Analysis of DNA Sequence: Application to Caenorhabditis elegans Genome. - Afef Elloumi Oueslati; Noureddine Ellouze; Zied Lachiri (BIBE, 2007)

Spectral Analysis of DNA Sequence: The Exon's Location Method. - Afef Elloumi Oueslati; Zied Lachiri; Noureddine Ellouze (DSP, 2007)

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)

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)

ECG image representation of normal sinus rythm. - Kawther Soualhi; Afef Elloumi Oueslati; Noureddine Ellouze (ATSIP, 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 (IWBBIO, 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)

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)

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)

Image segmentation based thresholding technique: Application to DNA sequence scalograms. - Mael Salah Jrad; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2016)

Nucleosome location method based on morlet wavelet analysis scalograms investigation. - Rabeb Touati; Imen Massaoudi; Afef Elloumi Oueslati; Zied Lachiri; Noureddine Ellouze (ATSIP, 2016)

Tandem repeat search tools performance for the Arabidopsis thaliana genome. - Soumaya Zribi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2016)

SVM Helitrons recognition based on features extracted from the FCGS representation. - Rabeb Touati; Imen Massaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2017)

Identification of microsatellites in DNA sequence based on S-transform. - Soumaya Zribi; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2017)

A Novel methodology for Helitron's classification by SVM based on time frequency representation. - Rabeb Touati; Afef Elloumi Oueslati; Imen Messaoudi; Zied Lachiri (ICCAD, 2017)

Comparing the scalogram images of the Beta-Globin gene in Homosapiens and Pan Troglodytes. - Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 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 (BIOINFORMATICS, 2018)

Compression's Methods based on Frequency and Time Frequency Transforms applied on DNA's images. - Mael Salah Jrad; Afef Elloumi Oueslati; Zied Lachiri (SSD, 2019)

Studying Multifractality in C.elegans sequences based on multi order FCGR Images. - Zeineb Chebbi Babchia; Afef Elloumi Oueslati (ICCAD, 2019)

DNA Microarray Analysis Using Machine Learning to Recognize Cell Cycle Regulated Genes. - Hiba Lahmer; Afef Elloumi Oueslati; Zied Lachiri (ICCAD, 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)

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)

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)

Classification of DNA Microarrays Using Deep Learning to identify Cell Cycle Regulated Genes. - Hiba Lahmer; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2020)

CNN model applied on SNP protein sequences for intestinal cancer early detection. - Saifeddine Ben Nasr; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (SSD, 2021)

CNN for human exons and introns classification. - Feriel Ben Nasr; Afef Elloumi Oueslati (SSD, 2021)

Modeling of a Metamaterial Biosensor Based on Split Ring Resonators for Cancer Cells Detection. - Afef Elloumi Oueslati; Aymen Hlali; Hassen Zairi (SSD, 2021)

MicroRNA expression classification for human disease prediction. - Ines Slimene; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (SSD, 2021)

Wavelet-based multifractal analysis of C.elegans sequences based on FCGS signal. - Zeineb Chebbi Babchia; Afef Elloumi Oueslati (Biomed. Signal Process. Control., 2021)

New methodology for repetitive sequences identification in human X and Y chromosomes. - Rabeb Touati; Asma Tajouri; Imen Mesaoudi; Afef Elloumi Oueslati; Zied Lachiri; Maher Kharrat (Biomed. Signal Process. Control., 2021)

Pre-miRNA sequence prediction using convolutional neural network. - Saifeddine Ben Nasr; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 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 (ATSIP, 2022)

Involving FCGR method in multiclass cancer diseases classification with transfer learning models. - Ines Slimene; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2022)

Breast cancer early detection in TP53 SNP protein sequences based on a new Convolutional Neural Network model. - Saifeddine Ben Nasr; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (EAI Endorsed Trans. Pervasive Health Technol., 2023)

Cancer disease multinomial classification using transfer learning and SVM on the genes' sequences. - Ines Slimene; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (EAI Endorsed Trans. Pervasive Health Technol., 2023)

Dermoscopic Images Classification Using Pretrained VGG-16 and ResNet-50 Models. - Sirine Mejri; Afef Elloumi Oueslati (ATSIP, 2024)

Autism diagnosis with a CNN model based on genetic mutations. - Farah Mnif; Feriel Ben Nasr; Afef Elloumi Oueslati (ATSIP, 2024)

C.elegans coding and non-coding zones classification using multifractal features and support vector machine. - Nadia Selmi; Zeineb Chebbi Babchia; Afef Elloumi Oueslati (ATSIP, 2024)

Brain MRI classification for tumor detection with deep pre-trained models. - Ameni Yazzeoui; Afef Elloumi Oueslati (ATSIP, 2024)

Human disease prediction based on deep and machine learning classification of genes with miRNA binding sites. - Ines Slimene; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (Multim. Tools Appl., 2024)