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2020 – today
- 2024
[j9]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): 49243-49260 (2024)- 2023
- [j8]Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
Breast cancer early detection in TP53 SNP protein sequences based on a new Convolutional Neural Network model. EAI Endorsed Trans. Pervasive Health Technol. 9(1) (2023) - [j7]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) - 2022
- [c10]Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
Pre-miRNA sequence prediction using convolutional neural network. ATSIP 2022: 1-6 - [c9]Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
Involving FCGR method in multiclass cancer diseases classification with transfer learning models. ATSIP 2022: 1-6 - 2021
- [c8]Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
CNN model applied on SNP protein sequences for intestinal cancer early detection. SSD 2021: 255-263 - [c7]Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
MicroRNA expression classification for human disease prediction. SSD 2021: 1209-1214
2010 – 2019
- 2019
- [j6]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) - [j5]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): 2289-2304 (2019) - [j4]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): 13047-13066 (2019) - 2018
- [c6]Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
Comparing the scalogram images of the Beta-Globin gene in Homosapiens and Pan Troglodytes. ATSIP 2018: 1-7 - [c5]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: 127-134 - 2017
- [c4]Soumaya Zribi, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
Identification of microsatellites in DNA sequence based on S-transform. ATSIP 2017: 1-6 - [c3]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: 281-286 - [c2]Soumaya Zribi, Imen Messaoudi, Zied Lachiri:
Tandem repeats detection based on S-transform applied on synthetic and experimental codings. ICCAD 2017: 314-319 - 2015
- [j3]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): 1165-1176 (2015) - 2014
- [j2]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: 16 (2014) - [j1]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): 863-877 (2014) - [c1]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: 1434-1444 - 2013
- [i1]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 abs/1306.5109 (2013)
Coauthor Index
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