Browsing by Author "Altartouri, Haneen"

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The impact of pre-clustering on classification of heterogeneous protein data

Altartouri, Haneen; Tamimi, Hashem; Ashhab, Yaqoub (Network Modeling Analysis in Health Informatics and Bioinformatics - Springer, 2021-09-14)

The aim of this paper is to evaluate improvement in the classification of protein sequence data by introducing clustering as a prepossessing step. Clustering analysis was introduced to discover any possible sub-clusters ...
Using clustering to enhance protin sequence classification

Altartouri, Haneen (جامعة بوليتكنك فلسطين - informatics, 5/1/2013)

We introduce a new approach for enhancing the performance of prediction of biological attributes based on protein sequences using a combination of classification algorithms and clustering analysis. Before applying ...

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