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)

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)

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)

Tandem repeats detection based on S-transform applied on synthetic and experimental codings. - Soumaya Zribi; 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)

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)

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

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

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

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)