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ORCIDAfef Elloumi Oueslati
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2020 – today
- 2024
[j12]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)- [c27]Ameni Yazzeoui, Afef Elloumi Oueslati:
Brain MRI classification for tumor detection with deep pre-trained models. ATSIP 2024: 182-187 - [c26]Sirine Mejri, Afef Elloumi Oueslati:
Dermoscopic Images Classification Using Pretrained VGG-16 and ResNet-50 Models. ATSIP 2024: 342-347 - [c25]Nadia Selmi, Zeineb Chebbi Babchia, Afef Elloumi Oueslati:
C.elegans coding and non-coding zones classification using multifractal features and support vector machine. ATSIP 2024: 371-375 - [c24]Farah Mnif, Feriel Ben Nasr, Afef Elloumi Oueslati:
Autism diagnosis with a CNN model based on genetic mutations. ATSIP 2024: 382-386 - 2023
- [j11]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) - [j10]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
- [c23]Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
Pre-miRNA sequence prediction using convolutional neural network. ATSIP 2022: 1-6 - [c22]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: 1-6 - [c21]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
- [j9]Rabeb Touati, Asma Tajouri, Imen Mesaoudi, Afef Elloumi Oueslati, Zied Lachiri, Maher Kharrat:
New methodology for repetitive sequences identification in human X and Y chromosomes. Biomed. Signal Process. Control. 64: 102207 (2021) - [j8]Zeineb Chebbi Babchia, Afef Elloumi Oueslati:
Wavelet-based multifractal analysis of C.elegans sequences based on FCGS signal. Biomed. Signal Process. Control. 69: 102915 (2021) - [c20]Feriel Ben Nasr, Afef Elloumi Oueslati:
CNN for human exons and introns classification. SSD 2021: 249-254 - [c19]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 - [c18]Afef Elloumi Oueslati, Aymen Hlali, Hassen Zairi:
Modeling of a Metamaterial Biosensor Based on Split Ring Resonators for Cancer Cells Detection. SSD 2021: 392-396 - [c17]Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
MicroRNA expression classification for human disease prediction. SSD 2021: 1209-1214 - 2020
- [c16]Hiba Lahmer, Afef Elloumi Oueslati, Zied Lachiri:
Classification of DNA Microarrays Using Deep Learning to identify Cell Cycle Regulated Genes. ATSIP 2020: 1-5
2010 – 2019
- 2019
- [j7]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) - [j6]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) - [j5]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) - [c15]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: 12-17 - [c14]Zeineb Chebbi Babchia, Afef Elloumi Oueslati:
Studying Multifractality in C.elegans sequences based on multi order FCGR Images. ICCAD 2019: 1-7 - [c13]Hiba Lahmer, Afef Elloumi Oueslati, Zied Lachiri:
DNA Microarray Analysis Using Machine Learning to Recognize Cell Cycle Regulated Genes. ICCAD 2019: 1-5 - 2018
- [c12]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 - [c11]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
- [c10]Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri:
SVM Helitrons recognition based on features extracted from the FCGS representation. ATSIP 2017: 1-6 - [c9]Soumaya Zribi, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri:
Identification of microsatellites in DNA sequence based on S-transform. ATSIP 2017: 1-6 - [c8]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 - 2016
- [c7]Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze:
Nucleosome location method based on morlet wavelet analysis scalograms investigation. ATSIP 2016: 307-312 - [c6]Mael Salah Jrad, Afef Elloumi Oueslati, Zied Lachiri:
Image segmentation based thresholding technique: Application to DNA sequence scalograms. ATSIP 2016: 319-324 - [c5]Soumaya Zribi, Afef Elloumi Oueslati, Zied Lachiri:
Tandem repeat search tools performance for the Arabidopsis thaliana genome. ATSIP 2016: 330-335 - 2015
- [j4]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
- [j3]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) - [j2]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) - [c4]Kawther Soualhi, Afef Elloumi Oueslati, Noureddine Ellouze:
ECG image representation of normal sinus rythm. ATSIP 2014: 225-230 - [c3]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) - 2011
- [j1]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): 183-201 (2011)
2000 – 2009
- 2007
- [c2]Afef Elloumi Oueslati, Noureddine Ellouze, Zied Lachiri:
3D Spectrum Analysis of DNA Sequence: Application to Caenorhabditis elegans Genome. BIBE 2007: 864-871 - [c1]Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze:
Spectral Analysis of DNA Sequence: The Exon's Location Method. DSP 2007: 115-118
Coauthor Index
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last updated on 2024-11-25 23:45 CET by the dblp team
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