Afef Elloumi Oueslati

40 papers A 3C 1Misc 15Journal 13Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	Misc	`conf`	Autism diagnosis with a CNN model based on genetic mutations. ATSIP Farah Mnif, Feriel Ben Nasr, Afef Elloumi Oueslati
2024	Misc	`conf`	Brain MRI classification for tumor detection with deep pre-trained models. ATSIP Ameni Yazzeoui, Afef Elloumi Oueslati
2024	Misc	`conf`	C.elegans coding and non-coding zones classification using multifractal features and support vector machine. ATSIP Nadia Selmi, Zeineb Chebbi Babchia, Afef Elloumi Oueslati
2024	Misc	`conf`	Dermoscopic Images Classification Using Pretrained VGG-16 and ResNet-50 Models. ATSIP Sirine Mejri, Afef Elloumi Oueslati
2024	J	`jnl`	Human disease prediction based on deep and machine learning classification of genes with miRNA binding sites. Multim. Tools Appl. Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2023	J	`jnl`	Breast cancer early detection in TP53 SNP protein sequences based on a new Convolutional Neural Network model. EAI Endorsed Trans. Pervasive Health Technol. Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2023	J	`jnl`	Cancer disease multinomial classification using transfer learning and SVM on the genes' sequences. EAI Endorsed Trans. Pervasive Health Technol. Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2022	Misc	`conf`	A new automatic method for human coding and non-coding zones characterization and classification based on FCGR coding and CNN classifier. ATSIP Feriel Ben Nasr, Afef Elloumi Oueslati
2022	Misc	`conf`	Involving FCGR method in multiclass cancer diseases classification with transfer learning models. ATSIP Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2022	Misc	`conf`	Pre-miRNA sequence prediction using convolutional neural network. ATSIP Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2021	—	`conf`	CNN for human exons and introns classification. SSD Feriel Ben Nasr, Afef Elloumi Oueslati
2021	—	`conf`	CNN model applied on SNP protein sequences for intestinal cancer early detection. SSD Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2021	—	`conf`	MicroRNA expression classification for human disease prediction. SSD Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2021	—	`conf`	Modeling of a Metamaterial Biosensor Based on Split Ring Resonators for Cancer Cells Detection. SSD Afef Elloumi Oueslati, Aymen Hlali, Hassen Zairi
2021	J	`jnl`	New methodology for repetitive sequences identification in Biomed. Signal Process. Control. Rabeb Touati, Asma Tajouri, Imen Mesaoudi, Afef Elloumi Oueslati, Zied Lachiri, Maher Kharrat
2021	J	`jnl`	Wavelet-based multifractal analysis of C.elegans sequences based on FCGS signal. Biomed. Signal Process. Control. Zeineb Chebbi Babchia, Afef Elloumi Oueslati
2020	Misc	`conf`	Classification of DNA Microarrays Using Deep Learning to identify Cell Cycle Regulated Genes. ATSIP Hiba Lahmer, Afef Elloumi Oueslati, Zied Lachiri
2019	J	`jnl`	A combined support vector machine-FCGS classification based on the wavelet transform for Helitrons recognition in C.elegans. Multim. Tools Appl. Rabeb Touati, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2019	—	`conf`	Compression's Methods based on Frequency and Time Frequency Transforms applied on DNA's images. SSD Mael Salah Jrad, Afef Elloumi Oueslati, Zied Lachiri
2019	A	`conf`	DNA Microarray Analysis Using Machine Learning to Recognize Cell Cycle Regulated Genes. ICCAD Hiba Lahmer, Afef Elloumi Oueslati, Zied Lachiri
2019	J	`jnl`	Distinguishing between intra-genomic helitron families using time-frequency features and random forest approaches. Biomed. Signal Process. Control. Rabeb Touati, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2019	A	`conf`	Studying Multifractality in C.elegans sequences based on multi order FCGR Images. ICCAD Zeineb Chebbi Babchia, Afef Elloumi Oueslati
2019	J	`jnl`	The Helitron family classification using SVM based on Fourier transform features applied on an unbalanced dataset. Medical Biol. Eng. Comput. Rabeb Touati, Afef Elloumi Oueslati, Imen Messaoudi, Zied Lachiri
2018	—	`conf`	Classification of Helitron's Types in the C.elegans Genome based on Features Extracted from Wavelet Transform and SVM Methods. BIOINFORMATICS Rabeb Touati, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2018	Misc	`conf`	Comparing the scalogram images of the Beta-Globin gene in Homosapiens and Pan Troglodytes. ATSIP Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2017	A	`conf`	A Novel methodology for Helitron's classification by SVM based on time frequency representation. ICCAD Rabeb Touati, Afef Elloumi Oueslati, Imen Messaoudi, Zied Lachiri
2017	Misc	`conf`	Identification of microsatellites in DNA sequence based on S-transform. ATSIP Soumaya Zribi, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2017	Misc	`conf`	SVM Helitrons recognition based on features extracted from the FCGS representation. ATSIP Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri
2016	Misc	`conf`	Image segmentation based thresholding technique: Application to DNA sequence scalograms. ATSIP Mael Salah Jrad, Afef Elloumi Oueslati, Zied Lachiri
2016	Misc	`conf`	Nucleosome location method based on morlet wavelet analysis scalograms investigation. ATSIP Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze
2016	Misc	`conf`	Tandem repeat search tools performance for the Arabidopsis thaliana genome. ATSIP Soumaya Zribi, Afef Elloumi Oueslati, Zied Lachiri
2015	J	`jnl`	A new way to visualize DNA's base succession: the Caenorhabditis elegans chromosome landscapes. Medical Biol. Eng. Comput. Afef Elloumi Oueslati, Imen Messaoudi, Zied Lachiri, Noureddine Ellouze
2014	J	`jnl`	Building Specific Signals from Frequency Chaos Game and Revealing Periodicities Using a Smoothed Fourier Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2014	Misc	`conf`	ECG image representation of normal sinus rythm. ATSIP Kawther Soualhi, Afef Elloumi Oueslati, Noureddine Ellouze
2014	—	`conf`	Revealing Helitron signatures in Caenorhabditis elegans by the Complex Morlet Analysis based on the Frequency Chaos Game Signals. IWBBIO Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2014	J	`jnl`	Wavelet analysis of frequency chaos game signal: a time-frequency signature of the C. elegans DNA. EURASIP J. Bioinform. Syst. Biol. Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2013	J	`jnl`	Complex Morlet Wavelet Analysis of the DNA Frequency Chaos Game Signal and Revealing Specific Motifs of Introns in C.elegans. CoRR Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri
2011	J	`jnl`	Detecting particular features in C. elegans genomes using Synchronous Analysis based on Wavelet Transform. Int. J. Bioinform. Res. Appl. Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze
2007	C	`conf`	3D Spectrum Analysis of DNA Sequence: Application to Caenorhabditis elegans Genome. BIBE Afef Elloumi Oueslati, Noureddine Ellouze, Zied Lachiri
2007	—	`conf`	Spectral Analysis of DNA Sequence: The Exon's Location Method. DSP Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze