Sentences with phrase «machine learning approach»

High volumes and huge data sets are where machine learning approaches actually bring efficiency benefits, so gearing the product this way actually aligns best with the technology.

Embedded access to Microsoft's ML technology is helping Knomos move toward visualizations that operationalize previously «dark data» and apply machine learning approaches to identify key patterns and emerging trends in legal information

As an Associated Research Scientist at Columbia University, Dr. Ambesi developed machine learning approaches for the molecular classification of patient samples aimed at individually tailoring treatments in a personalized medicine approach.

«But many people may lack these mutations, and as machine learning approaches improve they may help guide these patients to appropriate therapies.»

«In the past, other machine learning approaches could only get to a certain accuracy level of around 80 percent.

Using a new machine learning approach, researchers at Brown's Center for Computational Molecular Biology found adaptive mutations in metabolic genes in a group of African hunter - gatherers.

The challenges will test CANDLE's advanced machine learning approach — deep learning — that, in combination with novel data acquisition and analysis techniques, model formulation and simulation, will help arrive at a prognosis and treatment plan designed specifically for an individual patient.

Finally, the big data produced by high throughput, high resolution and high speed imaging techniques is managed, processed and analysed through machine learning approaches.

Nonetheless, there are several reasons why deep learning might achieve better results than traditional statistical methods or non-deep machine learning approaches when applied to long - term investing.

Our lab blends computation and theory in close collaboration with experimentalists and clinicians, developing machine learning approaches and statistical models of next - generation sequencing data.

With RankBrain playing an important role within the bigger search algorithm, it's clear that Google is continuing to make progress in the direction of moving away from a heuristic - based approach and closer to a machine learning approach.

French has nothing to with a machine learning approach to public safety.

Their machine learning approach analyzes Big Data (think: massive data sets of grain boundaries) to provide insight into physical structures that are likely associated with specific mechanisms, processes and properties that would otherwise be difficult to identify.

With this very large data set, the researchers used a machine learning approach to scrutinize the bacterial communities and how they change over time as the bodies decomposed.

«Our approach had the benefit of sampling the same cadavers repeatedly as they decomposed and we think that this really added to the ability of our machine learning approach to see through all of the massive amount of noisy data and detect the underlying patterns,» said Dr. Lents.

«Hundreds of thousands of documents [are] being added each month, so keeping up with this really does require a machine learning approach.»

Our machine learning approach, however, should put us in a position to test quantum computers with as many as 100 qubits.»

«New algorithm recognizes distinct dolphin clicks in underwater recordings: Machine learning approach could help scientists monitor wild dolphin populations.»

Using all available geologic, tectonic and geothermal heat flux data for Greenland — along with geothermal heat flux data from around the globe — the team deployed a machine learning approach that predicts geothermal heat flux values under the ice sheet throughout Greenland based on 22 geologic variables such as bedrock topography, crustal thickness, magnetic anomalies, rock types and proximity to features like trenches, ridges, young rifts, volcanoes and hot spots.

By poring over NASA's satellite imagery, quantum processors could take a machine learning approach to uncover new patterns in how weather moves across the world over the course of weeks, months, or even years, he says.

High Content Behavioral Phenotyping and Machine Learning Approaches to AD Drug Discovery E.LEAHY, M. BANSAL.

Significant prediction was also achieved with a machine learning approach, i.e., support vector regression with nested cross-validation applied to the whole sample (correlation between predicted and actual intelligence scores: r =.28).

A machine learning approach to visual perception of forest trails for mobile robots.

Distinguishing driver from passenger mutations seems like a problem well suited for machine learning approaches.

Dr Tommy Wood will be presenting «A machine learning approach to predicting biochemical and metabolomic patterns in athletes» at the British Association of Sport & Exercise Medicine Spring Conference on Thu March 22, 2018 at the Keepmoat Stadium in Doncaster.

For trawlers, they applied a machine learning approach.