Sentence examples for approach from machine from inspiring English sources

Using a regression approach from machine learning, we showed that these features contain significant information which can be used for skin thickness calculation.

Such criteria include whether principled approaches from machine learning can be used to increase accuracy and robustness and to represent uncertainty, whether data and model integration can be performed or whether temporal evolution can be modeled to implement retriage or represent medication responses.

In particular, feed-forward neural networks (FFNNs), currently recognized as state-of-the-art approach for statistical prediction of air quality, are compared with two alternative approaches derived from machine learning: pruned neural networks (PNNs) and lazy learning (LL).

In contrast to these traditional methods, which are based on hand-engineered transformations, the problem can also be approached from a machine learning point of view if representative examples of the task are provided.

This approach uses methods drawn from machine learning, in particular kernels for structured data.

In recent years, approaches from the machine-learning community have received more attention for this.

This approach combines machine learning from examples with concepts from the field of argumentation.

Our approach is based on a formalism from machine learning called 'multitask learning', which considers the problem of building models across tasks that are related to each other.

We describe an approach to machine learning from numerical data that combines both qualitative and numerical learning.

In the hybrid approach, we combined the predictions from motif approach and machine learning approach.

It now earns over euro1 billion a year and has switched its approach from simply making clever machines to liaising closely with customers so that it develops only what the market wants.Above all, Siemens regards free cashflow as a proxy for the health of its portfolio of businesses.