Imen Messaoudi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 15

Top Topics

Wavelet Analysis

Top Venues

Multim. Tools Appl.

Medical Biol. Eng. Comput.

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)
Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
CNN model applied on SNP protein sequences for intestinal cancer early detection. SSD (2021)
Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
MicroRNA expression classification for human disease prediction. SSD (2021)
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)
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)
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)
Soumaya Zribi, Imen Messaoudi, Zied Lachiri
Tandem repeats detection based on S-transform applied on synthetic and experimental codings. ICCAD (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)
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)
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)