Malik Yousef

According to our database1, Malik Yousef authored at least 26 papers between 2000 and 2020.

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

Timeline

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
GrpClassifierEC: a novel classification approach based on the ensemble clustering space.
Algorithms Mol. Biol., 2020

TopicsRanksDC: Distance-Based Topic Ranking Applied on Two-Class Data.
Proceedings of the Database and Expert Systems Applications, 2020

A Machine Learning-based Approach for the Categorization of MicroRNAs to Their Species of Origin.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
maTE: discovering expressed interactions between microRNAs and their targets.
Bioinform., 2019

Classification of Pre-cursor microRNAs from Different Species Using a New Set of Features.
Proceedings of the Database and Expert Systems Applications, 2019

K - Means Based One-Class SVM Classifier.
Proceedings of the Database and Expert Systems Applications, 2019

In Silico Validation of ncRNA-ncRNA Interaction Sites with ncRNAs Represented by k-mers Features.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018
Ensemble Clustering Based Dimensional Reduction.
Proceedings of the Database and Expert Systems Applications, 2018

Species Categorization via MicroRNAs - Based on 3'UTR Target Sites using Sequence Features.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
Categorization of species based on their microRNAs employing sequence motifs, information-theoretic sequence feature extraction, and <i>k</i>-mers.
EURASIP J. Adv. Signal Process., 2017

MicroRNA categorization using sequence motifs and k-mers.
BMC Bioinform., 2017

Distinguishing between MicroRNA Targets from Diverse Species using Sequence Motifs and K-mers.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016
Ensemble Clustering Classification compete SVM and One-Class classifiers applied on plant microRNAs Data.
J. Integr. Bioinform., 2016

Editorial: Computational miRNomics.
J. Integr. Bioinform., 2016

Feature Selection Has a Large Impact on One-Class Classification Accuracy for MicroRNAs in Plants.
Adv. Bioinformatics, 2016

Feature Selection for MicroRNA Target Prediction - Comparison of One-Class Feature Selection Methodologies.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2009
Classification and biomarker identification using gene network modules and support vector machines.
BMC Bioinform., 2009

2008
Learning from positive examples when the negative class is undetermined- microRNA gene identification.
Algorithms Mol. Biol., 2008

2007
One-class document classification via Neural Networks.
Neurocomputing, 2007

Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data.
BMC Bioinform., 2007

Naïve Bayes for microRNA target predictions - machine learning for microRNA targets.
Bioinform., 2007

VISDA: an open-source caBIG<sup>TM</sup> analytical tool for data clustering and beyond.
Bioinform., 2007

2006
Combining multi-species genomic data for microRNA identification using a Naïve Bayes classifier.
Bioinform., 2006

2004
A web navigation system based on a neural network user-model trained with only positive web documents.
Web Intell. Agent Syst., 2004

2001
One-Class SVMs for Document Classification.
J. Mach. Learn. Res., 2001

2000
Document classification on neural networks using only positive examples.
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000


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