Sentences with phrase «build predictive»

Defined the process to build predictive model, objective functions, variable selection and preparation and the statistical methodology and model validation.

The company believes that machine learning has advanced to the point that it is now possible to build a predictive, all - knowing, superhelpful and conversational assistant of the sort that Captain Kirk relied on to navigate the stars.

Observational records of tropical storm and hurricanes are essential in order to discern how climatic changes have influenced tropical storms and hurricanes, and to build predictive understanding of the influence of climate on hurricanes.

Then they should explain how that data is used to build predictive models and the controlled experiments to validate these models?

The research presentations cover a wide range of disciplines, treatment approaches and cancer types, including a unique form of immunotherapy for ovarian cancer, promising results on a new treatment approach for Hodgkin lymphoma in children and young adults and an effort to build a predictive tool to determine which patients are most likely to respond well to checkpoint inhibitors.

Lastly, we leveraged the quantified proteome to perform unsupervised classification of the cell lines and to build predictive models of drug response in colorectal cancer.

Instead of randomly testing individual compounds, the team turned to AI and machine learning to build predictive models from experimental data.

By comparing similar stars, they can build predictive models for how those stars evolve.

They affect the vast majority of humanity, and will now be possible to study what's going on, and build predictive, personal medical applications based on getting ahead of bad changes.»

His team hopes to build a predictive model of the human microbiome as a tool to study how medical conditions can change this massive biological system, to identify settings that promote beneficial microbiomes, and to design clinical interventions to treat currently hard - to - manage problems.

The team used this information to build a predictive computer model capable of classifying the cancer status of unknown samples.

That said, we think over the course of 2018 and 2019 investors could come to appreciate how technology companies with large and compounding datasets will be able to combine their data with machine learning algorithms to create new sources of revenue, reduce costs, build predictive models and create compounding competitive advantages.

This big data presentation does a pretty good job, but to sum it up, big data utilizes many of the digital footprints left behind by people thus allowing corporations to utilize that information to their advantage to build predictive models and make more informed decisions.

Data scientists can build predictive models to make content marketing more effective.

The most interesting chapters of The Two - Second Advantage deal with attempts to take that human predictive ability and to blend it with real - time computing — as the authors have it, to design and build predictive systems that put «Gretzky's brain in a box.»

But Maney and Ranadivé extend the concept well beyond the individual, looking at how business and society can build predictive systems, using the science of anticipation to get an edge.

For instance, relying only on past hiring data to build predictive algorithms could reinforce problems, says Hammond of HiQ.

«You're going to see a more united approach around prospecting to acquisition and retention teams working together, and over time that will really build a predictive acquisition model,» says Monica Girolami, head of North America marketing at NewVoiceMedia, a company that links inbound and outbound communications through Salesforce.

This dataset contains millions of genomic sequences from a diverse set of rice varieties that, when combined with phenotyping observations, gene expression, and other information, provides an important step in establishing gene - trait associations, building predictive models, and applying these models to breeding.

A new Journal of Internal Medicine article proposes that artificial intelligence tools, such as machine learning algorithms, have the potential for building predictive models for the diagnosis and treatment of diseases linked to imbalances in gut microbial communities, or microbiota.

After this play phase, the robot builds a predictive model of the world, and can use this model to manipulate new objects that it has not seen before.

I have been building a predictive model for PRDM9 binding sites using Affinity - Seq.

This dataset contains millions of genomic sequences from a diverse set of rice varieties that, when combined with phenotyping observations, gene expression, and other information, provides an important step in establishing gene - trait associations, building predictive models, and applying these models to breeding.

Over 100 sources from rail companies, public and regulatory bodies were consulted and Amadeus built predictive models based on correlations between long distance rail share of total traffic, national population densities, rail densities, rail industry structure across countries and geography.

Maybe building a predictive - coding algorithm will never seem as sexy as building an AI chat bot for Facebook, but a little buzz could make a difference.

Having it all in one central place makes it easier to parse them through these machine learning algorithms and start building predictive models for their operations.

While the company has explicitly denied its interest in building a predictive policing engine, claiming that it «will not make predictions on behalf of our customers,» the industry report makes plain reference to its desire to «automate the collection and analysis of virtually all information in public safety while extracting key insights never before possible.»

They certainly could have built a predictive SVD model like that featured in Kosinski and Stillwell's published research.

«We might be building a predictive crime data system [in Trinidad],» Wylie told one person later in 2014, comparing it to the Tom Cruise movie Minority Report.

Not exact matches

Zuora is also building a following among manufacturers such as Schneider Electric and Honeywell, which use its software to manage new services such as predictive maintenance enabled by the Internet of things (IoT).

Terranova gives the example of car manufacturers that need to marry proprietary engineering data with customer feedback in order to build accurate predictive models for vehicle maintenance problems.

Many cleantech entrepreneurs are building physical infrastructure products, while many others are focused on creating value and services with data and predictive analytics — and today more and more of them are doing both.

Bhargava was previously associated with Goldman Sachs» AppBank Engineering division, building systems for streaming big data and predictive analytics.

We spoke about how she builds trading strategies — how she transitions from an abstract representation of the market to something concrete with genuine predictive powers.

John Sculley has domain expertise in data science innovation, predictive analytics, consumer brand building, supply chain systems, and growth equity investing.

Mr. Sculley's domain expertise includes data science innovation, predictive analytics, consumer brand building, supply chain systems, and growth equity investing.

In addition, BlitzPredict wants to incentive sports analytics expects to create reliable predictive models, stand by their predictions, and build a following that helps sports enthusiasts make informed decisions.

The Forum for Growth and Innovation is a community for practitioners familiar with the predictive theories taught by Professor Christensen at Harvard Business School in his signature course Building and Sustaining a Successful Enterprise (BSSE.)

Facebook's predictive ad service tool will make it possible for advertisers to build campaigns beyond user demographics and preferences, instead using data that anticipates user behavior and purchases, according to a «confidential» document obtained by The Intercept.

Providing customers with a world - class portfolio of enterprise - grade scalable solutions with analytics built - in, Micro Focus delivers customer - centered innovation across DevOps, Hybrid IT Management, Security & Data Management, and Predictive Analytics.

Data Science Leveraging data science and predictive analytics expertise, we built 20 custom data models that could be used to forecast voter behavior.

Prokop and his students took action right after the deadly 2015 avalanche to collect vital information to build exactly this kind of predictive model.

He added, «What we're trying to do is to build the basis for more predictive models.

The massive projects needed now — such as devising a model of climate change detailed enough to be truly predictive or batteries efficient enough to compete with gasoline — can not wait or depend on chancy funding, he believes.He added that a strong national commitment to goal - centered basic science could help solve other important problems by drawing America's talented young people into scientific work and providing them with better opportunities for aspiring researchers to build careers with a realistic chance of making both a significant scientific contribution and a decent living.

«It turns out it's really these unstable patterns that form a rough core alphabet that we use to build a sort of predictive theory.»

The method developed by the team led by Brown and Yu, iterative Random Forests (iRF), builds on an algorithm called random forests, a popular and effective predictive modeling tool, translating the internal states of the black box learner into a human - interpretable form.

This framework will be built upon available open - source deep learning platforms that can be adapted to address different aspects of the cancer process as represented by JDACS4C's challenge topics: 1) understand the molecular basis of key protein interactions; 2) develop predictive models for drug response; and 3) automate the extraction and analysis of information from millions of cancer patient records to determine optimal cancer treatment strategies.

Mission is to help data scientists of all levels build and deploy better predictive models, faster.

And Anne Thompson reports, «While the Golden Globes are neither predictive nor influential on Oscar nominations ballots, which were handed in Friday, the clips and talent exposure, as well as winners» speeches, help to build momentum for the actual Oscar race.

Our approach to achieving this goal focuses on three objectives: (1) to develop a reliable, predictive panel of biomarkers (including both biological and bio-behavioral measures) that can identify children, youth, and parents showing evidence of toxic stress, and that can be collected in pediatric primary care settings; (2) to conduct basic, animal and human research on critical periods in development and individual differences in stress susceptibility, thereby informing the timing and design of a suite of new interventions that address the roots of stress - related diseases early in the life cycle; and (3) to build a strong, community - based infrastructure through which scientists, practitioners, parents, and community leaders can apply new scientific insights and innovative measures to the development of more effective interventions in the first three postnatal years.