Sentence examples for based on approaches such from inspiring English sources

That is now changing thanks to recent advances in machine learning based on approaches such as deep convolutional neural networks.

Based on approaches such as observation data analysis, meteorological model simulation, and remote sensing, a set of climatic environmental performance assessment methods is developed and established.

A Number of algorithms based on approaches such as histogram analysis, regional growth, edge detection and pixel classification have been proposed in other articles of medical image segmentation.

This concept is based on approaches such as screening for chemicals that are synthetic lethal with oncogenes, or screening for chemicals that are synthetic lethal with tumor suppressor gene deficiency (Canaani, 2009; Kaelin, 2009; Shangary and Wang, 2009).

Several lines of evidence suggest that Ras could directly modulate survivin expression in different cancer cell lines based on approaches such as the use of dominant-negative Ras as well as Ras inhibitors like salirasib.

Brief interventions (BIs) may involve 1 to 5 sessions of 5 to 60 min of structured information and advice giving, or counseling based on approaches such as motivational interviewing (MI) [ 3], wherein patients' own motivations are empathetically explored and guided toward change [ 4].

Also, these solutions are based on different approaches such as Cross-Compilation approach, Virtual Machine approach, and Web-Based approach.

After these first investigations, other ligand-based approaches were developed to identify new possible P-gp substrates, based on different approaches such as pharmacophoric patterns, machine-learning algorithms, and quantitative structure activity relationship (QSAR) studies among others [ 10– 22].

Currently, most phylogenetic approaches used for gene tree/species tree reconciliation, inference of gene duplications and losses, and orthology/paralogy identification have been based on parsimony approaches such as Softparsmap (Berglund-Sonnhammer et al. 2006) and Notung (Chen et al. 2000) and on distance methods, such as Orthostrapper (Storm and Sonnhammer 2002).

Some of these algorithms are based on heuristic approaches, such as 2D sort and Sugiyama-based methods [5].

A strategy based on different approaches, such as metabarcoding, metagenomics, single-cell genomics and metatranscriptomics, has been chosen for analysis of size-fractionated plankton communities.