Sentence examples for resources machine learning from inspiring English sources

Topics: multi-scale omics data generation and analysis, utility and limitations of public biomedical resources, machine learning and data mining, issues and opportunities in drug discovery, and mobile/digital health solutions.

Although such methods require a large annotated corpus for training, a resource that requires significant work in terms of human resources, supervised machine learning methods have the advantage of automatically learning how to recognize complex PHI patterns; consequently, developers require little knowledge of PHI patterns.

They said that the future success of the company depended upon using the new resources in machine learning.

Based on an annotated corpus, large domain terminological resources, and machine learning techniques, we developed recognizers for these entities.

As a small business, it's not always possible to have the appropriate resources for implementing machine learning.

Convex optimization algorithms focus on large-scale problems, drawn from several types of applications, such as resource allocation and machine learning.

This provides an invaluable resource for developing machine learning methods to identify novel disease genes from the vast number of unknown genes in the genome, using the confirmed disease genes as positive training examples.

Alice is a free resource for entrepreneurs that uses machine learning to curate and send you the best resources based on your needs.

Islam et al. [24] propose resource prediction approaches based on machine learning.

Similar approaches which apply machine learning methods on resource consumption data (e.g., energy, water) but still not from a Big Data perspective, include the work of Chen et al. [26] who used a kNN classification method and labeled water data to identify water usage.

A crucial feature of the resource is a set of supervised machine learning algorithms for binary classification executed via Rscript.