Afef Elloumi Oueslati

发表

The Helitron family classification using SVM based on Fourier transform features applied on an unbalanced dataset

Zied Lachiri, Rabeb Touati, Afef Elloumi Oueslati, 2019, Medical & Biological Engineering & Computing.

Microsatellite’s Detection using the S -Transform Analysis based on the Synthetic and Experimental Coding

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2019, International Journal of Advanced Computer Science and Applications.

SVM Helitrons recognition based on features extracted from the FCGS representation

Zied Lachiri, Rabeb Touati, Afef Elloumi Oueslati, 2017, 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Nucleosome location method based on morlet wavelet analysis scalograms investigation

Noureddine Ellouze, Zied Lachiri, Rabeb Touati, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Classification of DNA Microarrays Using Deep Learning to identify Cell Cycle Regulated Genes

Zied Lachiri, Afef Elloumi Oueslati, Hiba Lahmer, 2020, 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Very Deep Neural Networks for Extracting MITE Families Features and Classifying them based on DNA Scalograms

Zied Lachiri, Afef Elloumi Oueslati, Mael Salah Jrad, 2020 .

Image segmentation based thresholding technique: Application to DNA sequence scalograms

Zied Lachiri, Afef Elloumi Oueslati, Mael Salah Jrad, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Identification of microsatellites in DNA sequence based on S-transform

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2017, 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Detecting particular features in C. elegans genomes using Synchronous Analysis based on Wavelet Transform

Zied Lachiri, Noureddine Ellouze, Afef Elloumi Oueslati, 2011, Int. J. Bioinform. Res. Appl..

Exon_Intron Separation Using Amino Acids Groups Frenquency Repartition as Coding Technique

Noureddine Ellouze, Afef Elloumi Oueslati, N. Ellouze, 2014 .

Tandem repeat search tools performance for the Arabidopsis thaliana genome

Zied Lachiri, Afef Elloumi Oueslati, Soumaya Zribi, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Comparing the scalogram images of the Beta-Globin gene in Homosapiens and Pan Troglodytes

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

A new way to visualize DNA’s base succession: the Caenorhabditis elegans chromosome landscapes

Noureddine Ellouze, Zied Lachiri, Afef Elloumi Oueslati, 2015, Medical & Biological Engineering & Computing.

DNA Microarray Analysis Using Machine Learning to Recognize Cell Cycle Regulated Genes

Zied Lachiri, Afef Elloumi Oueslati, Hiba Lahmer, 2019, 2019 International Conference on Control, Automation and Diagnosis (ICCAD).

Complex Morlet Wavelet Analysis of the DNA Frequency Chaos Game Signal and Revealing Specific Motifs of Introns in C.elegans pdf

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2013, ArXiv.

Wavelet analysis of frequency chaos game signal: a time-frequency signature of the C. elegans DNA

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2014, EURASIP J. Bioinform. Syst. Biol..

Revealing Helitron signatures in Caenorhabditis elegans by the Complex Morlet Analysis based on the Frequency Chaos Game Signals

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2014, IWBBIO.

Building Specific Signals from Frequency Chaos Game and Revealing Periodicities Using a Smoothed Fourier Analysis

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2014, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Electro-Cardiographic Imaging: A New Electrocardiogram Signal Representation

Noureddine Ellouze, Afef Elloumi Oueslati, Kawther Soualhi, 2015 .

Distinguishing between intra-genomic helitron families using time-frequency features and random forest approaches

Zied Lachiri, Rabeb Touati, Afef Elloumi Oueslati, 2019, Biomed. Signal Process. Control..

Studying Multifractality in C.elegans sequences based on multi order FCGR Images

Afef Elloumi Oueslati, Zeineb chebbi babchia, Zeineb Chebbi Babchia, 2019, 2019 International Conference on Control, Automation and Diagnosis (ICCAD).

A combined support vector machine-FCGS classification based on the wavelet transform for Helitrons recognition in C.elegans

Zied Lachiri, Rabeb Touati, Afef Elloumi Oueslati, 2018, Multimedia Tools and Applications.

New methodology for repetitive sequences identification in human X and Y chromosomes

Zied Lachiri, Rabeb Touati, Afef Elloumi Oueslati, 2020, Biomedical Signal Processing and Control.

ECG image representation of normal sinus rythm

Noureddine Ellouze, Afef Elloumi Oueslati, Kawther Soualhi, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Compression's Methods based on Frequency and Time Frequency Transforms applied on DNA's images

Zied Lachiri, Afef Elloumi Oueslati, Mael Salah Jrad, 2019, 2019 16th International Multi-Conference on Systems, Signals & Devices (SSD).

3D Spectrum Analysis of DNA Sequence: Application to Caenorhabditis elegans Genome

Noureddine Ellouze, Zied Lachiri, Afef Elloumi Oueslati, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

CNN model applied on SNP protein sequences for intestinal cancer early detection

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2021, 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD).

MicroRNA expression classification for human disease prediction

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2021, 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD).

CNN for human exons and introns classification

Afef Elloumi Oueslati, Feriel Ben Nasr, 2021, 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD).

Wavelet-based multifractal analysis of C.elegans sequences based on FCGS signal

Afef Elloumi Oueslati, Zeineb Chebbi Babchia, A. Oueslati, 2021, Biomed. Signal Process. Control..

New Intraclass Helitrons Classification Using DNA-Image Sequences and Machine Learning Approaches

Zied Lachiri, Rabeb Touati, Afef Elloumi Oueslati, 2020 .

Spectral Analysis of Global Behaviour of C. Elegans Chromosomes

Noureddine Ellouze, Zied Lachiri, Afef Elloumi Oueslati, 2012 .

A Novel methodology for Helitron's classification by SVM based on time frequency representation

Zied Lachiri, Rabeb Touati, Afef Elloumi Oueslati, 2017, 2017 International Conference on Control, Automation and Diagnosis (ICCAD).

Detection of the 6.5- Base Periodicity in the C.elegans introns based on the Frequency Chaos Game Signal and the Complex Morlet Wavelet Analysis

Zied Lachiri, Afef Elloumi Oueslati, Imen Messaoudi, 2013 .

Classification of Helitron's Types in the C.elegans Genome based on Features Extracted from Wavelet Transform and SVM Methods

Zied Lachiri, Rabeb Touati, Afef Elloumi Oueslati, 2018, BIOINFORMATICS.