Mourad Elloumi

According to our database1, Mourad Elloumi authored at least 55 papers between 1998 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
Bayesian Integrative Modeling of Genome-Scale Metabolic and Regulatory Networks.
Informatics, 2020

2019
Refin-Align: New Refinement Algorithm For Multiple Sequence Alignment.
Informatica (Slovenia), 2019

Over parameterisation and optimisation approaches for identification of nonlinear stochastic systems described by Hammerstein-Wiener models.
IJMIC, 2019

Fast Exhaustive Search Algorithm for Discovering Relevant Association Rules.
Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering, 2019

Improved Feature Selection Algorithm for Biological Sequences Classification.
Proceedings of the Knowledge Science, Engineering and Management, 2019

Theoretical and Practical Analyses in Metagenomic Sequence Classification.
Proceedings of the Database and Expert Systems Applications, 2019

Fast Bat Algorithm for Predicting Diabetes Mellitus Using Association Rule Mining.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018
Pro-malign: Multiple Sequence Alignment Algorithm using Approached Profile.
JSW, 2018

Suitable Overlapping Set Visualization Techniques and Their Application to Visualize Biclustering Results on Gene Expression Data.
Proceedings of the Database and Expert Systems Applications, 2018

2017
On-line String Matching in Highly Similar DNA Sequences.
Mathematics in Computer Science, 2017

An enumerative biclustering algorithm based on greatest common divisor: application to DNA microarray data.
IJCAT, 2017

An Error Correction Algorithm for NGS Data.
Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

Algorithms for Indexing Highly Similar DNA Sequences.
Proceedings of the Algorithms for Next-Generation Sequencing Data, Techniques, 2017

2016
An iterative parametric estimation method for Hammerstein large-scale systems: a simulation study of hydraulic process.
Int. J. Simul. Process. Model., 2016

A Comparison Between Classification Algorithms for Postmenopausal Osteoporosis Prediction in Tunisian Population.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2016

A System for Off-Line Arabic Handwritten Word Recognition Based on Bayesian Approach.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Efficient Hybrid De Novo Error Correction and Assembly for Long Reads.
Proceedings of the 27th International Workshop on Database and Expert Systems Applications, 2016

A clustering approach for denovo assembly using Next Generation Sequencing data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Hybrid error correction approach and de novo assembly for minion sequencing long reads.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015
A fast Boyer-Moore type pattern matching algorithm for highly similar sequences.
Int. J. Data Min. Bioinform., 2015

A novel biclustering algorithm of binary microarray data: BiBinCons and BiBinAlter.
BioData Min., 2015

BiBinConvmean : A Novel Biclustering Algorithm for Binary Microarray Data.
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

An Enumerative Biclustering Algorithm for DNA Microarray Data.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Arabic handwritten words off-line recognition based on HMMs and DBNs.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A Hybrid Possibilistic Algorithm for Biclustering: Application to Microarray Data Analysis.
Proceedings of the 26th International Workshop on Database and Expert Systems Applications, 2015

Error correction and DeNovo genome Assembly for the MinIon sequencing reads mixing Illumina short reads.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
A Consensus Algorithm for Simple Motifs Finding.
Proceedings of the 25th International Workshop on Database and Expert Systems Applications, 2014

A fast pattern matching algorithm for highly similar sequences.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Motalign: A Multiple Sequence Alignment Algorithm Based on a New Distance and a New Score Function.
Proceedings of the 24th International Workshop on Database and Expert Systems Applications, 2013

2012
BiMine+: An efficient algorithm for discovering relevant biclusters of DNA microarray data.
Knowl. Based Syst., 2012

BicFinder: a biclustering algorithm for microarray data analysis.
Knowl. Inf. Syst., 2012

Pattern-driven neighborhood search for biclustering of microarray data.
BMC Bioinform., 2012

A New Progressive Multiple Sequence Alignment Algorithm.
Proceedings of the 23rd International Workshop on Database and Expert Systems Applications, 2012

Detection of fixed length web spambot using REAL (read aligner).
Proceedings of the CUBE International IT Conference & Exhibition, 2012

New Distances for Improving Progressive Alignment Algorithm.
Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012

2011
PAAA: A Progressive Iterative Alignment Algorithm Based on Anchors.
Proceedings of the Pattern Recognition in Bioinformatics, 2011

An Efficient Motif Search Algorithm Based on a Minimal Forbidden Patterns Approach.
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011

Block Mixture Model for the Biclustering of Microarray Data.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

2010
Iterated Local Search for Biclustering of Microarray Data.
Proceedings of the Pattern Recognition in Bioinformatics, 2010

SMS-Forbid: An Efficient Agorithm for Simple Motif Problem.
Proceedings of the ISCA 2nd International Conference on Bioinformatics and Computational Biology, 2010

2009
A biclustering algorithm based on a Bicluster Enumeration Tree: application to DNA microarray data.
BioData Min., 2009

2008
A new survey on knowledge discovery and data mining.
Proceedings of the IEEE International Conference on Research Challenges in Information Science, 2008

A New Approximation Algorithm for the Minimum Fragment Removal Problem.
Proceedings of the Bioinformatics Research and Development, 2008

An Algorithm for Multiple and Global Alignments.
Proceedings of the Bioinformatics Research and Development, 2008

2006
A Hierarchical n-Grams Extraction Approach for Classification Problem.
Proceedings of the Advanced Internet Based Systems and Applications, 2006

2005
New voting strategies designed for the classification of nucleic sequences.
Knowl. Inf. Syst., 2005

Feature Ranking for Protein Classification.
Proceedings of the Computer Recognition Systems, 2005

Hybrid Feature Ranking for Proteins Classification.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004
Encoding of Primary Structures of Biological Macromolecules Within a Data Mining Perspective.
J. Comput. Sci. Technol., 2004

2002
A data mining approach based on machine learning techniques to classify biological sequences.
Knowl. Based Syst., 2002

Foreword.
Knowl. Based Syst., 2002

Algorithms for the Prediction of Secondary Structures of RNA Macromolecules.
Int. J. Comput. Their Appl., 2002

2000
Algorithms for the shortest exact common superstring problem.
South African Computer Journal, 2000

1998
Comparison of Strings Belonging to the Same Family.
Inf. Sci., 1998

New Algorithms to Predict Secondary Structures of RNA Macromolecules.
Proceedings of the Methodology and Tools in Knowledge-Based Systems, 1998


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