Sentences with phrase «scale data sets»

She analyzes quantitative data from both NIEER research studies and additional large - scale data sets.

A physicist turned computational scientist, Graber comes to the MDI Biological Laboratory from The Jackson Laboratory, also located in Bar Harbor, where he focused on computational approaches to understanding post-transcriptional gene regulation and interactions, while also working intensively to process, analyze and interpret the genome - scale data sets generated within the Patient Derived Xenograft (PDX) cancer study program.

Witten analyzes «high - dimensional data,» or large - scale data sets coming out of biology that has tens of thousands of measurements — for instance genome screening projects.

Through the integration of such large - scale data sets within computational models, his laboratory is unraveling condition - dependent networks of active regulation process and novel principles on the operation of metabolic networks.

These techniques allow researchers the ability to generate insights from large - scale data sets.

But neither the SED nor the SDR nor any other large - scale data sets tell us if Ph.D. s are underemployed, either in positions that do not justify their lengthy training or where they do not enjoy reasonable job satisfaction.

This paper represents the first large - scale data set for such an experiment to come out of the University of Illinois.

Not exact matches

Innovations in machine learning, which tie data to the set of content to be delivered for the best experiences, will aid organizations to become more relevant, and at scale.

In their data set, Startup Genome found that 70 % of startups showed some form of premature scaling.

«The difficulty is that setting up in other countries takes time and capital to build large - scale data centers,» said Mr. Liao.

In their May 2013 paper entitled «Forty Years, Thirty Currencies and 21,000 Trading Rules: A Large - Scale, Data - Snooping Robust Analysis of Technical Trading in the Foreign Exchange Market», Po - Hsuan Hsu and Mark Taylor test the effectiveness of a broad set of quantitative technical trading rules as applied to exchange rates of 30 currencies with the U.S. dollar over extended periods.

In this week's Outside the Box, Niels has compiled a sobering set of data that suggests that only massive government involvement in Europe on a scale that is unprecedented will keep the wheels from coming off...

But in more sophisticated actual entities, in entities higher up the scale of organic being which inherit positively a richer and more variegated set of data from the past, the responsive, supplemental phase is a process of sorting out the data, modifying and reorganizing it to arrive at a complex unity of subjective feeling.

For the data sets they analyze, those efficiencies scale sublinearly, meaning that the larger the data set, the more efficient the search should be.

This strategy, also known as «procedural modeling,» enables data from different size scales and formats to be integrated into one multi-scale model, building it from the bottom - up and top - down simultaneously, rather than starting with discrete data sets that each describe only one aspect of the model and trying to reconcile them.

Using a computer to do large - scale reconstruction offers another advantage, Bouchard - Côté says: with big data sets, «you can really start finding regularities... You might find that certain sounds are more likely to change than others.»

But tangled copyright protections make it difficult to access musical data sets on a large scale, because even data mining of musical recordings may not be allowed without permission.

«It's one of the most valuable data sets you can have,» says Michael Snyder of Yale University, who pioneered a similar large - scale effort to localize proteins in yeast.

The lead author, BYU mechanical engineering PhD student Zhao Pan, took the first sets of data and hypothesized that the moss was indeed using the unique nano, micro and barb - like structures to collect and transport water at various scales.

We don't know exactly how the NSA analyses these huge lists of records, but we do know what kinds of insights can be drawn from data sets on this scale.

For the study, the researchers gathered a long - term data set of residential lawn - watering frequency and lawn - watering behaviors, determined the scale of weekly lawn - watering frequency with water restrictions alone, and tested to determine if adding the weather - based conservation strategy could improve lawn irrigation efficiency and water savings over water restrictions alone.

«NASA has access to large - scale oceanographic data sets ranging from primary productivity to ocean temperature, currents and wind,» Moore said.

Compiling them into a large regional data set allowed us to answer questions at a large scale that hadn't been addressed before,» says Jeff Matthews, assistant professor in the Department of Natural Resources and Environmental Sciences at U of I, and co-author on the study.

Task area two is the computational models that will be used across these scales and across these data sets.

For the competition, participants were given just a slice of this data set, collected over 3 months, and asked to design an algorithm to predict how patients would fare in the subsequent 9 months, according to a standard functional scale that measures their ability to move and care for themselves.

These first papers show the world that we're capable of doing science at this scale, and yet they represent just the tip of the iceberg of what is hidden in these vast data sets.

Twenty years later, Udo and Takeda (2014) projected the rate of beach loss at SLR values of 0.1 to 1.0 m using the same method as Mimura et al. (1994), further refined with a different beach data set obtained from 1/25, 000 scale maps issued by the Geospatial Information Authority of Japan (GSI)(Kishida and Shimizu, 2000).

The research team used data from the Medical Expenditure Panel Survey, a set of large - scale surveys conducted by the Agency for Healthcare Research and Quality to find and collect data on health care services, usage and costs.

«Some people feel very strongly about big data sets — almost to the point of fanatic refusal to accept results from large - scale analysis.»

A number of recent studies indicate that effects of urbanisation and land use change on the land - based temperature record are negligible (0.006 ºC per decade) as far as hemispheric - and continental - scale averages are concerned because the very real but local effects are avoided or accounted for in the data sets used.

Euro - BioImaging — Extensive image data sets representing different biological scales spanning biomolecules, cells, tissues and organisms will be linked, enabling drug - target and biomarker discovery for human disease.

Joshua leads the Human Genetics Informatics team, who are responsible for handling the informatics needs of the Human Genetics research programme, including processing of large - scale genetics and genomics data sets.

In this study, the team first set up and validated CLM4 in terms of runoff generation at the global scale; then, they calibrated the parameters associated with the irrigation module that features dynamic groundwater pumping in CLM4 at the global scale against water use data compiled by the Food and Agricultural Organization (FAO) from census information.

Our lab has a strong track record in integration of large - scale genome and transcriptome sequencing data sets to characterize the genetic architecture of variants that affect the transcriptome.

Showing correlations of sensor data with existing clinical scales in a trial setting is a prerequisite for leveraging such data in clinical practice and drug development.

In addition to producing large - scale genomic data, the CIDR program also facilitates the deposition of these data sets in central databases where they can be used by other scientists.

Using large - scale empirical and simulated data sets, we found that the sample sizes used in the HapMap project are sufficient to capture common variation, but that performance declines substantially for variants with minor allele frequencies of < 5 %.

Searle, B. C., Gittelman, R. M., Manor, O. & Akey, J. M. Detecting Sources of Transcriptional Heterogeneity in Large - Scale RNA - Seq Data Sets.

A challenge for the scientific community is to find consensus in the methodologies used to scale CH4 from sample locations to the larger domain and to integrate information obtained from these various data sets.

Proteomics — the large - scale study of proteins, particularly their structure and function — combined with transcriptomics — the examination of the expression level of messenger ribonucleic acids (mRNAs) in a given cell population - played a significant role in the recent derivation of a combined protein and gene list that constitutes one of the largest descriptive data sets of its kind.

«So it's kind of interesting to look at the Kepler data set and see almost scaled - down versions of our solar system.»]

To improve parameterization, the researchers propose developing Earth system models that learn from the rich data sets now available (thanks, in large part, to satellite observations) and high - resolution simulations on local scales.

CSGB scientists conduct studies aimed at understanding complex genetic diseases and developing new statistical methods and software to analyze data sets emanating from large - scale genetic association and linkage studies.

Scientists in the Statistical Genetics Section capitalize on these opportunities by actively developing new statistical methods and software to analyze data sets emanating from large - scale genetic studies.

Now, using two separate sets of data sent back by the Cluster spacecraft, an international team of scientists has been able to probe this turbulence in more detail and at smaller scales than ever before observed.

Hong Kong & San Francisco About Blog Sentient operates distributed artificial intelligence on an unprecedented scale, routinely running multiple distributed AI jobs, on millions of AI processing nodes, producing actionable results validated on large and complex data sets.

She is on the leadership team of the Boston Area Research Initiative (BARI), which catalyzes original research that is on the cutting edge of social science and policy through forging mutually beneficial relationships between the region's researchers, policymakers, practitioners and civic leaders and merging and sharing large scale administrative data sets to address policy - relevant research questions.

Topics of discussion will include: • Setting goals and identifying criteria to evaluate programs for efficacy, standards - alignment, and student growth • How to build teacher capacity using data - informed instruction and intentional organizational support structures • Scaling beyond intervention; increasing district - wide adoption and usage of personalized learning programs All K - 12 administrators and educators are encouraged to attend.

If I had to bet on which intervention is most likely to work at scale, I'd be inclined to bet on a massive data set that found positive effects on test scores rather than a very narrow data set of three studies where only two study found higher degree attainment.

For each teacher, the raters examined each item on each scale separately, providing a judgment about whether there were many, some, or few instances of that attribute in the data set (or if there were data, they coded the item as could not determine.