Mourad Elloumi

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 38

Top Topics

Sequence Classification

Gene Expression

Microarray Data

Association Rule Mining

Top Venues

Publications

Hamdi Gassara, Mourad Elloumi, Omar Naifar, Abdellatif Ben Makhlouf
Robust fault estimation for polynomial systems with time delay via a polynomial adaptive observer. Trans. Inst. Meas. Control 45 (5) (2023)
Jens Allmer, Mourad Elloumi, Matteo Comin, Ralf Hofestädt
Special Issue of the 1st International Applied Bioinformatics Conference (iABC'21). J. Integr. Bioinform. 18 (4) (2021)
Naoual Guannoni, Faouzi Mhamdi, Mourad Elloumi
Improved Multiple Part Algorithm (IMPA) to extract multiple solutions for RNA sequence classification problem. SEKE (2021)
Haithem Aouabed, Rodrigo Santamaría, Mourad Elloumi
Visualizing Biclustering Results on Gene Expression Data: A Survey. ICBBT (2021)
Haithem Aouabed, Mourad Elloumi, Rodrigo Santamaría
An evaluation study of biclusters visualization techniques of gene expression data. J. Integr. Bioinform. 18 (4) (2021)
Hanen Mhamdi, Jérémie Bourdon, Abdelhalim Larhlimi, Mourad Elloumi
Bayesian Integrative Modeling of Genome-Scale Metabolic and Regulatory Networks. Informatics 7 (1) (2020)
Haithem Aouabed, Rodrigo Santamaría, Mourad Elloumi
VisBicluster: A Matrix-Based Bicluster Visualization of Expression Data. J. Comput. Biol. 27 (9) (2020)
Afef Ghanmi, Houda Salhi, Mourad Elloumi, Samira Kamoun
Hierarchical Parameter Estimation for Wiener-Hammerstein Systems. SSD (2020)
Saif Eddine Abouda, Donia Ben Halima Abid, Mourad Elloumi, Yassine Koubaa, Abdessattar Chaari
Identification of non-linear stochastic systems using a new Hammerstein-Wiener neural network: a simulation study through a non-linear hydraulic process. Int. J. Comput. Appl. Technol. 63 (3) (2020)
Naoual Guannoni, Faouzi Mhamdi, Emanuel Weitschek, Mourad Elloumi
Novel algorithm to extract multiple solutions for RNA sequence classification problem. HPCS (2019)
Saif Eddine Abouda, Mourad Elloumi, Yassine Koubaa, Abdessattar Chaari
Over parameterisation and optimisation approaches for identification of nonlinear stochastic systems described by Hammerstein-Wiener models. Int. J. Model. Identif. Control. 33 (1) (2019)
Hend Amraoui, Faouzi Mhamdi, Mourad Elloumi
Fast Exhaustive Search Algorithm for Discovering Relevant Association Rules. SEKE (2019)
Hend Amraoui, Faouzi Mhamdi, Mourad Elloumi
Association Rule Mining Using Discrete Jaya Algorithm. HPCS (2019)
Hend Amraoui, Faouzi Mhamdi, Mourad Elloumi
Fast Bat Algorithm for Predicting Diabetes Mellitus Using Association Rule Mining. ADMA (2019)
Hend Amraoui, Mourad Elloumi, Francesco Marcelloni, Faouzi Mhamdi, Davide Verzotto
Theoretical and Practical Analyses in Metagenomic Sequence Classification. DEXA Workshops (2019)
Naoual Guannoni, Faouzi Mhamdi, Mourad Elloumi
Improved Feature Selection Algorithm for Biological Sequences Classification. KSEM (1) (2019)
Ahmed Mokaddem, Amine Belhadi, Mourad Elloumi
Refin-Align: New Refinement Algorithm For Multiple Sequence Alignment. Informatica (Slovenia) 43 (4) (2019)
Haithem Aouabed, Rodrigo Santamaría, Mourad Elloumi
Suitable Overlapping Set Visualization Techniques and Their Application to Visualize Biclustering Results on Gene Expression Data. DEXA Workshops (2018)
Ahmed Mokaddem, Amine Bel Haj, Mourad Elloumi
Pro-malign: Multiple Sequence Alignment Algorithm using Approached Profile. J. Softw. 13 (1) (2018)
Mourad Elloumi, Afef Ghanmi, Samira Kamoun
Structural Parameter Identification Approaches for Interconnected Nonlinear Systems. SSD (2018)
Haifa Ben Saber, Mourad Elloumi
An enumerative biclustering algorithm based on greatest common divisor: application to DNA microarray data. Int. J. Comput. Appl. Technol. 55 (1) (2017)
Nadia Ben Nsira, Mourad Elloumi, Thierry Lecroq
On-line String Matching in Highly Similar DNA Sequences. Math. Comput. Sci. 11 (2) (2017)
Mehdi Kchouk, Jean-François Gibrat, Mourad Elloumi
An Error Correction Algorithm for NGS Data. DEXA Workshops (2017)
Mehdi Kchouk, Mourad Elloumi
Efficient Hybrid De Novo Error Correction and Assembly for Long Reads. DEXA Workshops (2016)
Mehdi Kchouk, Mourad Elloumi
Hybrid error correction approach and de novo assembly for minion sequencing long reads. BIBM (2016)
Mehdi Kchouk, Mourad Elloumi
A clustering approach for denovo assembly using Next Generation Sequencing data. BIBM (2016)
Mourad Elloumi, Samira Kamoun
Parametric estimation of interconnected nonlinear systems described by input-output mathematical models. Int. J. Autom. Comput. 13 (4) (2016)
Akram Khemiri, Afef Kacem Echi, Abdel Belaïd, Mourad Elloumi
A System for Off-Line Arabic Handwritten Word Recognition Based on Bayesian Approach. ICFHR (2016)
Naoual Guannoni, Rim Sassi, Walid Bedhiafi, Mourad Elloumi
A Comparison Between Classification Algorithms for Postmenopausal Osteoporosis Prediction in Tunisian Population. ITBAM (2016)
Mourad Elloumi, Samira Kamoun
An iterative parametric estimation method for Hammerstein large-scale systems: a simulation study of hydraulic process. Int. J. Simul. Process. Model. 11 (3/4) (2016)
Haifa Ben Saber, Mourad Elloumi
A Hybrid Possibilistic Algorithm for Biclustering: Application to Microarray Data Analysis. DEXA Workshops (2015)
Haifa Ben Saber, Mourad Elloumi
An Enumerative Biclustering Algorithm for DNA Microarray Data. ICDM Workshops (2015)
Haifa Ben Saber, Mourad Elloumi
A novel biclustering algorithm of binary microarray data: BiBinCons and BiBinAlter. BioData Min. 8 (2015)
Akram Khemiri, Afef Kacem Echi, Abdel Belaïd, Mourad Elloumi
Arabic handwritten words off-line recognition based on HMMs and DBNs. ICDAR (2015)
Nadia Ben Nsira, Thierry Lecroq, Mourad Elloumi
A fast Boyer-Moore type pattern matching algorithm for highly similar sequences. Int. J. Data Min. Bioinform. 13 (3) (2015)
Haifa Ben Saber, Mourad Elloumi
BiBinConvmean : A Novel Biclustering Algorithm for Binary Microarray Data. SEKE (2015)
Mourad Elloumi, Samira Kamoun
Optimal predictor and implicit self-tuning regulator for a class of Hammerstein large-scale systems. ICSC (2015)
Mehdi Kchouk, Mourad Elloumi
Error correction and DeNovo genome Assembly for the MinIon sequencing reads mixing Illumina short reads. BIBM (2015)
Nadia Ben Nsira, Thierry Lecroq, Mourad Elloumi
A fast pattern matching algorithm for highly similar sequences. BIBM (2014)
Nadia Ben Nsira, Thierry Lecroq, Mourad Elloumi
On-line String Matching in Highly Similar DNA Sequences. ICABD (2014)
Tarek El Falah, Maroua Ghnimi, Mourad Elloumi
A Consensus Algorithm for Simple Motifs Finding. DEXA Workshops (2014)
Ahmed Mokaddem, Mourad Elloumi
Motalign: A Multiple Sequence Alignment Algorithm Based on a New Distance and a New Score Function. DEXA Workshops (2013)
Wassim Ayadi, Mourad Elloumi, Jin-Kao Hao
BicFinder: a biclustering algorithm for microarray data analysis. Knowl. Inf. Syst. 30 (2) (2012)
Soumaya Hosni, Ahmed Mokaddem, Mourad Elloumi
A New Progressive Multiple Sequence Alignment Algorithm. DEXA Workshops (2012)
Wassim Ayadi, Mourad Elloumi, Jin-Kao Hao
BiMine+: An efficient algorithm for discovering relevant biclusters of DNA microarray data. Knowl. Based Syst. 35 (2012)
Mourad Elloumi, Pedram Hayati, Costas S. Iliopoulos, Solon P. Pissis, Arfaat Shah
Detection of fixed length web spambot using REAL (read aligner). CUBE (2012)
Wassim Ayadi, Mourad Elloumi, Jin-Kao Hao
Pattern-driven neighborhood search for biclustering of microarray data. BMC Bioinform. 13 (S-7) (2012)
Ahmed Mokaddem, Mourad Elloumi
New Distances for Improving Progressive Alignment Algorithm. ACITY (2) (2012)
Ahmed Mokaddem, Mourad Elloumi
PAAA: A Progressive Iterative Alignment Algorithm Based on Anchors. PRIB (2011)
Haifa Ben Saber, Mourad Elloumi, Mohamed Nadif
Block Mixture Model for the Biclustering of Microarray Data. DEXA Workshops (2011)
Tarek El Falah, Thierry Lecroq, Mourad Elloumi
An Efficient Motif Search Algorithm Based on a Minimal Forbidden Patterns Approach. PACBB (2011)
Tarek El Falah, Thierry Lecroq, Mourad Elloumi
SMS-Forbid: An Efficient Agorithm for Simple Motif Problem. BICoB (2010)
Wassim Ayadi, Mourad Elloumi, Jin-Kao Hao
Iterated Local Search for Biclustering of Microarray Data. PRIB (2010)
Wassim Ayadi, Mourad Elloumi, Jin-Kao Hao
A biclustering algorithm based on a Bicluster Enumeration Tree: application to DNA microarray data. BioData Min. 2 (2009)
Mourad Elloumi, Ahmed Mokaddem
An Algorithm for Multiple and Global Alignments. BIRD (2008)
Faouzi Mhamdi, Mourad Elloumi
A new survey on knowledge discovery and data mining. RCIS (2008)
Hatem Tahri, Mourad Elloumi
A New Approximation Algorithm for the Minimum Fragment Removal Problem. BIRD (2008)
Faouzi Mhamdi, Ricco Rakotomalala, Mourad Elloumi
A Hierarchical n-Grams Extraction Approach for Classification Problem. SITIS (2006)
Mourad Elloumi, Mondher Maddouri
New voting strategies designed for the classification of nucleic sequences. Knowl. Inf. Syst. 8 (1) (2005)
Ricco Rakotomalala, Faouzi Mhamdi, Mourad Elloumi
Hybrid Feature Ranking for Proteins Classification. ADMA (2005)
Faouzi Mhamdi, Ricco Rakotomalala, Mourad Elloumi
Feature Ranking for Protein Classification. CORES (2005)
Mondher Maddouri, Mourad Elloumi
Encoding of Primary Structures of Biological Macromolecules Within a Data Mining Perspective. J. Comput. Sci. Technol. 19 (1) (2004)
Mondher Maddouri, Mourad Elloumi
A data mining approach based on machine learning techniques to classify biological sequences. Knowl. Based Syst. 15 (4) (2002)
Mourad Elloumi
Foreword. Knowl. Based Syst. 15 (4) (2002)
Mourad Elloumi
Algorithms for the Prediction of Secondary Structures of RNA Macromolecules. Int. J. Comput. Their Appl. 9 (1) (2002)
Mourad Elloumi
Algorithms for the shortest exact common superstring problem. South Afr. Comput. J. 26 (2000)
Mourad Elloumi
Comparison of Strings Belonging to the Same Family. Inf. Sci. 111 (1-4) (1998)
Mourad Elloumi
New Algorithms to Predict Secondary Structures of RNA Macromolecules. IEA/AIE (Vol. 1) (1998)