Journal ArticleDOI
BinMemPredict: a Web Server and Software for Predicting Membrane Protein Types
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This article is published in Current Proteomics.The article was published on 2013-03-31. It has received 57 citations till now. The article focuses on the topics: Web server.read more
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A novel features ranking metric with application to scalable visual and bioinformatics data classification
TL;DR: A Max-Relevance-Max-Distance (MRMD) feature ranking method, which balances accuracy and stability of feature ranking and prediction task, and runs faster than other filtering and wrapping methods, such as mRMR and Information Gain.
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Similarity computation strategies in the microRNA-disease network: a survey
TL;DR: The main similarity computation methods are reviewed and may prompt and guide systems biology and bioinformatics researchers to build more perfect microRNA-disease associations and may make the network relationship clear for medical researchers.
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nDNA-prot: Identification of DNA-binding proteins based on unbalanced classification
TL;DR: This paper explored the practicality of modelling DNA binding identification and simultaneously employed an ensemble classifier, and a new predictor (nDNA-Prot) was designed, and it was shown that the method can help to accurately identify DNA-binding proteins.
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Finding the Best Classification Threshold in Imbalanced Classification
TL;DR: The drawbacks of using ROC as the sole measure of imbalance in data classification problems are analyzed and a novel framework for finding the best classification threshold is proposed.
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Pretata: predicting TATA binding proteins with novel features and dimensionality reduction strategy
TL;DR: Wang et al. as mentioned in this paper proposed an automatic approach for identifying TATA-binding proteins efficiently, accurately, and conveniently, which can guide for the special protein identification with computational intelligence strategies.