نتایج جستجو برای: target prediction

تعداد نتایج: 641006  

2003
Aleksandar Lazarevic Ramdev Kanapady Chandrika Kamath Vipin Kumar Kumar K. Tamma

In this paper, we propose a novel technique for the efficient prediction of multiple continuous target variables from high-dimensional and heterogeneous data sets using a hierarchical clustering approach. The proposed approach consists of three phases applied recursively: partitioning, localization and prediction. In the partitioning step, similar target variables are grouped together by a clus...

2015
Tapio Pahikkala Antti Airola Sami Pietilä Sushil Shakyawar Agnieszka Szwajda Jing Tang Tero Aittokallio

A number of supervised machine learning models have recently been introduced for the prediction of drug-target interactions based on chemical structure and genomic sequence information. Although these models could offer improved means for many network pharmacology applications, such as repositioning of drugs for new therapeutic uses, the prediction models are often being constructed and evaluat...

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