Sentences with phrase «machine learning the results»

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The consultants estimate that the use of such surgical technology, which includes machine learning and other forms of AI, will result not only in better outcomes but also in a 21 percent reduction in the length of patient hospital stays.

RankBrain is the name given to the machine learning system that's used to help the Google search engine process and formulate the appropriate results for a given search.

Amazon has intensively used machine learning to determine the best product recommendations for its customers, and Google, Facebook and Microsoft use it to deliver both better search results and news feeds — in addition to their mission - critical deliverable: serving hyper - targeted advertising.

«If we add machine learning, the field of study that allows computers to self - learn without specific programming to do so, to existing artificial intelligence (A.I.), the resulting machines will be better able to diagnose and heal patients than their human counterparts can now,» he notes.

Machine learning, on the other hand, results in predictable responses and useful predictions.

But the machine - learning analysis these University of Colorado medical school researchers used found the opposite result when they looked at red meat consumption among the same Framingham study participants.

Of course there is the Cardiovascular Heart Study and the Atherosclerosis Risk in Communities Study, which were the studies against which the Colorado researchers compared their machine - learning results.

The machine - learning - based model by Medial EarlySign used data found in EHRs, such as laboratory tests results, demographics, medication, and diagnostic codes, to predict a patient's risk of experiencing renal dysfunction.

Even in 2016, AI and machine learning won't get you results without your own touch of strategy and creativity.

Google's using a machine learning technology called RankBrain to help deliver its search results.

Google's machine learning will get smarter and as a result, it will allow the search engine to match the content that is correlated with a user's intent, using link profile data.

Acting as an invisible layer, XSense shows results within minutes by collecting data from around the OT Network and utilizing Big Data and Machine Learning to better understand the its operational behavior.

The company provides actionable intelligence to enterprises, targeting their customers, combining machine learning and data science with true personalization and multichannel delivery to reach customers most effectively, maximizing engagement and results.

Remarkably, every decision the system makes is the result of machine learning.

They then tested the new system's performance speed and consistency — how much the results varied compared with the traditional manual tracing method (called «ground truth» in machine learning).

The algorithm of Koch - Janusz and Ringel provides a qualitatively new approach: the internal data representations discovered by suitably designed machine - learning systems are often considered to be «obscure», but the results yielded by their algorithm provide fundamental physical insight, reflecting the underlying structure of physical system.

«These pilot study results give us preliminary proof of the concept that we can detect mood states in regular phone calls by analyzing broad features and properties of speech, without violating the privacy of those conversations,» says Karam, a postdoctoral fellow and specialist in machine learning and speech analysis.

They tracked the resulting neural activity using functional magnetic resonance imaging (fMRI) and, with the help of a machine learning algorithm, showed they could classify the brain activity associated with each item.

The central problem with the paper is that it relies on this system «as the ground truth for labeling criminals, then concludes that the resulting [machine learning] is unbiased by human judgment,» Agüera y Arcas adds.

In addition to improved physics measurements, the results could provide insight into how and why machines learn.

However, when a machine - learning algorithm was applied to all of the data, thus making a multivariate decoding of data possible, positive results were observed in the entire temporal lobe, and even beyond it.

Branson said she is happy to share her data with others after first publishing her own results, and her team has made its machine learning software (the Janelia Automatic Animal Behavior Annotator) freely available for download.

That may not seem like a big deal, but the result means that researchers are a step closer to using such computers for complicated machine learning problems like pattern recognition and computer vision.

Fourches and Jeremy Ash, a graduate student in bioinformatics, decided to incorporate the results of molecular dynamics calculations — all - atom simulations of how a particular compound moves in the binding pocket of a protein — into prediction models based on machine learning.

The results, based on techniques adapted from artificial intelligence (AI) and machine learning, are published in the journal Energy & Environmental Science.

«In many cases, though, researchers are less interested in the result and far more interested in what the neural network actually does — how it reaches decisions,» says Dr. Wojciech Samek, head of the Machine Learning Group at Fraunhofer Heinrich Hertz Institute HHI in Berlin.

Speech recognition systems, such as those that convert speech to text on cellphones, are generally the result of machine learning.

As a result, machine learning for science needs to peer inside the black box and understand why and how computers reached the conclusions they reached.

Discussions are already underway to apply the machine learning tools to data from actual heavy - ion collision experiments, and the simulated results should be helpful in training neural networks to interpret the real data.

Vadhan pointed to regression, machine learning, and social network analysis as areas where there are very promising theoretical results, but challenges remain to making differential privacy work well in practice.

My next meeting today is about how to apply our criticality approach, coupled to new machine - learning results that are able to find phases of matter for physical systems, to either political data or market data.

While the models haven't been used clinically yet, researchers said the machine learning algorithms have the potential to substantially improve diagnostics and triaging, resulting in improved treatments for sepsis, which kills at least 250,000 Americans each year, according to the Centers for Disease Control and Prevention (CDC).

Just getting started While other groups have used machine learning to come up with predictions about where different kinds of metallic glass can be found, Mehta said, «The unique thing we have done is to rapidly verify our predictions with experimental measurements and then repeatedly cycle the results back into the next round of machine learning and experiments.»

Prabhat points out that initial supervised training results show that this analogy is correct in that machine learning was able to train and recognize each of three desired atmospheric phenomena with high accuracy.

The lower two graphs are the results from the machine learning algorithm, which discovered the protein families that had similar patterns in the remaining 9,900 protein families.

Further, these machine learning based results can be used to validate the climate models so we have confidence in the future predictions of these models.

Because of the lab's speed and volume, Hodak says that some companies are tracking their experimental runs with machine learning algorithms, which then analyze the results and churn out suggestions for the next set.

Once you learn how to use free weights correctly, you may later, if you want, experiment with different machines to see if they provide satisfactory results for you.

In this post you will learn how to perform machine shrug safely and effectively to achieve maximum results from this great isolation exercise for the trapezius muscle.

It was maybe my second time using a sewing machine but I was so determined to learn that the result actually turned out okay.

About Blog Timely virtual assistant for football / soccer results and analytics reports using natural language generation (NLG), machine learning, artificial intelligence and big data analytics.

-- The Matching Team is continuously refining eHarmony algorithms, harnessing the company's expertise in big data and machine learning, resulting in even more highly compatible matches

Then, as students progress through the platform's learning activities, the results from both the machine - graded and human - graded standardized assessment items are incorporated to create a complete and robust picture of the students» mastery of learning standards.

This is another case arguing for the necessity of modern machine learning algorithms to be transparent and accountable at each computational, decision making step, especially when the results were impactful to life - changing human decision making.

The idea behind the browser is impressive enough to be worth bragging about, but the fact that the eventual results rely on Amazon's machine learning algorithms means that it would inevitably take time to get the best out of it.

About Blog Timely virtual assistant for football / soccer results and analytics reports using natural language generation (NLG), machine learning, artificial intelligence and big data analytics.

«Many machine learning techniques result in models of the data that consist of, say, hundreds of thousands to millions of numerical weights used to determine how input data is transformed to output.

At the firm, we have not only been experimenting with machine learning for a while now (with promising results), but actually use the technology in our day - to - day work.

That, along with the proliferation of technology in the legal space — particularly machine learning — will ultimately lead to this result: The sacrosanct wall between lawyer and client will fall, resulting in the delivery of more efficient and client - focused legal services.

«To make our selection, we pressure - tested emerging abstraction technologies with real world contract sets, and found that the machine learning technology employed by eBrevia delivered consistent results while offering excellent project management and quality control features,» he addd.