the heavy lifting is done by the inference algorithm the algorithm that continuously readjusts probabilities on the basis of new pieces of training data.
data and expertise. or my research lab, my XSEDE resources are absolutely essential, Grabe said.
researchers studying a range of conditions from West Nile to multiple sclerosis to diabetes to cancer can generate an unprecedented level of detailed data about cells from relatively small samples.
The data helps them identify previously undetected cell subsets, deepening their understanding of cell biology and human disease.
Dr. Yi Yao Peering deeper into cell data Prior to the advent of Cytof in 2009, scientists collected data about cell characteristics with an older technology known as flow cytometry.
and converted into readable data. Flow cytometry allows researchers to use 8 to 10 fluorescently labeled markers typically antibodies to capture data about key cell features.
By contrast Cytof employs a technique called mass spectrometry and rare earth metals instead of fluorescent compounds, so scientists can use about 40 markers (and up to 100 in the future).
Cytof is helping his team get more data about a limited repertoire of cells specific to type 1 diabetes
but potentially to use the data for prevention. here are antigen-reactive T cells that are found in individuals at risk for type 1 diabetes,
The results will allow scientists to analyze two sets of extensive DNA data, compiled independently of each other, compare the results
According to clinical data, head and neck cancer is the most painful form of cancer, followed by prostate cancer,
Copyright Contains Copernicus data (2015)/ ESA/Norut/PPO. labs/COMETSA SEOM INSARAP study Combining two Sentinel-1a radar scans from 17 and 29 april 2015,
Copyright Contains Copernicus data (2015)/ ESA/Norut/PPO. labs/COMETSA SEOM INSARAP study Sentinel-1a swath width of 250 km over land surfaces
Copyright Contains Copernicus data (2015)/ ESA/DLR Microwaves and Radar Institute/GFZ/e-GEOS/INGVSA SEOM INSARAP study Interferogram over Kathmandu,
Copyright Contains Copernicus data (2015)/ ESA/DLR Microwaves and Radar Institute/GFZ/e-GEOS/INGVSA SEOM INSARAP study Sentinel-1a is the first satellite for the Copernicus environment-monitoring programme led by the European commission.
Contains Copernicus data (2015)/ R. Grandin/IPGP/CNRS Sentinel-1a interferogram over Kathmandu, Nepal, showing deformation induced by the 25 april 2015 earthquake.
Contains Copernicus data (2015)/ R. Grandin/IPGP/CNRS The Copernicus EMS was activated on the day the earthquake struck,
Partner Agencies of this initiative have been providing data and products over the area to relief organisations p
Electronics transmit data to your smartphone The sensors are made from a soft and very stretchy elastomer silicone film that is easy to integrate into textiles.
The ASIC collects the measurement data and the controller transmits it wirelessly to a smartphone or tablet,
These include a computer hard disk drive where data are stored and the various kinds of random-access memory,
A large portion of the energy used in computing is spent on transferring data from one type of memory to another.
was tested against five commonly used forecasting models processing a year worth of historical power system data. or forecasts one-to-four hours out,
forecasters rely on a combination of personal experience, historical data and often a preferred forecasting model.
making it possible to process a year worth of historical grid data within a few days.
#Real-time data for cancer therapy In the battle against cancer, which kills nearly 8 million people worldwide each year,
however, is good reconnaissance a reliable way to obtain real-time data about how well a particular therapy is working for any given patient.
The sensor then wirelessly sends data about telltale biomarkers to an external eaderdevice, allowing doctors to better monitor a patient progress
Once implanted, the sensor wirelessly sends data about biomarkers to an external eaderdevice, allowing doctors to better monitor a patient progress
on-demand data concerning two biomarkers linked to a tumor response to treatment: ph and dissolved oxygen.
The researchers have provided specific data on camera settings for commonly studied animals, such as humans, blue tits, peafowl, honey bees, ferrets and some fish.
which experts develop mathematical tools to help computers learn from data and detect patterns. The machine learner (the computer) is like a student The goal of machine learning is to develop models that will prove useful in the future
Rather than dealing with pools of data and not knowing at the outset what patterns might be revealed through analysis,
It is collected based on data from more than 400,000 residential and nonresidential PV systems installed between 1998 and 2014 across 42 states,
but he analyzed the data and wrote the study while at UTIG. UTIG is a research unit of The University of Texas at Austin Jackson School of Geosciences.
to precisely measure how much irisin increases in people after exercise. he data are compelling and clearly demonstrate the existence of irisin in circulation,
but data suggest that high-intensity training protocols are particularly effective. The protocol described in the Cell Metabolism paper is likely to help such studies,
also not affiliated with the work. his data should settle the controversy surrounding the existence of irisin and its increase in blood as a function of exercise
Data from the scans were used to program a 3-D printer that laid down synthetic resins layer by layer.
Katherine Cohen, Boston Childrengreater precision, greater safetythe life-sized and enlarged 3-D models, based on brain magnetic resonance and magnetic resonance arteriography data from each child
we can process the data in real-time and then compare the amount of activity being expressed by the culture to a target rate,
and then wirelessly transmits data to a smart phone, tablet or laptop. The entire electronic board occupies an area slightly larger than a U s. penny.
A team from UCI Center for Hydrometeorology & Remote Sensing examined data gathered from ground sensors and gauges during a 50-year period beginning in 1960.
Applying a statistical analysis to the half-century data set, the researchers observed a significant increase in concurrent droughts
Mark Hayes National summary data from the Centers for Disease Control and Prevention indicate that each year in the United states,
SLAC Director Chi-Chang Kao said, ogether with complementary data from SLAC X-ray laser Linac Coherent light Source,
these data show how the light pulses generate wrinkles that have large amplitudes more than 15 percent of the layer thickness
and collected data that may resolve several current issues regarding the pathology of Alzheimer disease He also jokingly added hile Superman x-ray vision is only the stuff of comics, our method,
#Researchers develop key component for terahertz wireless Terahertz radiation could one day provide the backbone for wireless systems that can deliver data up to one hundred times faster than today cellular or Wi-fi networks.
Multiplexers are devices that enable separate streams of data to travel through a single medium.
Today cellular and Wi-fi networks rely on microwaves to carry voice conversations and data. But the increasing demands for data transfer are quickly becoming more than microwaves can handle.
Terahertz waves have a much higher frequency and therefore more potential bandwidth. Scientists and engineers have begun only recently exploring the potential of terahertz waves
thus receiving data from only one stream. e think it definitely a reasonable solution to meet the needs of a terahertz communication network,
when such a device is deployed for use in a data network. or example, if one user suddenly needs a ton of bandwidth,
#afepay First anti-fraud system to use existing credit card readers From large-scale data breaches such as the 2013 Target case to local schemes that use skimming devices to steal data at the gas pump,
it will protect cardholders from mass data breaches. Broadly speaking, Safepay is related to Cyber-Physical Systems (CPS),
#Raising Computers to Be Good Scientists Making sense of the new scientific data published every year including well over a million cancer-related journal articles is a tall order for the contemporary scientist.
if the solutions to big problems are already there, in extant data, but no one has been able to put it all together yet.
e are pleased very that we can now use the same sequencing data together with our new algorithms to provide a much faster diagnosis for cancer cases that are difficult to diagnose,
at an average age of 49.6 years. he current study was targeted at using that metabolic syndrome severity score on data from individuals who were children in the 0s to see
In his remarks, Kurose noted that cyberinfrastructureefined as a dynamic ecosystem consisting of advanced computing systems, data, software and, most importantly, people,
and 6 petabytes of durable storage for data reliability. First XSEDE production system to support high-performance virtualization n
These data demonstrate that B-cell targeting can significantly modify the disease, which in effect means a more positive outlook for patients.
The current findings ultimately required an international team of 20 investigators using data from the Human genome Project
and direction using wind data from the National oceanic and atmospheric administration (NOAA). The signal travels through the network balloon to balloon then to a ground-based station connected to an Internet service provider (ISP),
Using data from the Combined Array for Research in Millimeter-wave Astronomy (CARMA) telescopes near Owens Valley in California,
#Trick That Doubles Wireless Data Capacity Stands Up in Cell Network Tests Major wireless carriers have begun testing a technology that can double the capacity of any wireless data connection.
The results suggest that products Kumu Networks has in the works for cellular operators could help expand the capacity of mobile data networks.
and improve data coverage and capacity, says Hong. He expects that carriers will test that product in the field,
It is already being talked about in the industry as one part of a future 5g wireless data standard. ee maybe one
Bolu Ajiboye, the Case Western researcher who presented the team data in Chicago today, says that nine months ago surgeons implanted two bunches of silicon electrodes, called Utah arrays, into the volunteer motor cortex.
For example, if an organization needs to stream data into run analytics on and serve data out of a single database at scale Cloud Bigtable is the right system,"Cory O'Conner,
Google Cloud platform product manager told Tech Crunch, adding that many customers start on Cloud Datastore
-and perhaps even monitor other data besides brain activity. Now, what was I doing before I started writing this again n
designed to hold a camera, LED light, an integrated circuit for receiving control instructions and transmitting data, antenna, 1. 5v button battery and, at the rear, the drive unit, to
The IFPI, in data released in the report, said that more than half of all internet users accessed music through video sites such as Youtube in the past six months.
Advertisement It is this sheer volume of data matched with the self-reinforcing effect of Google market share (the more people search,
which allow data about individual journeys, routes and vehicles to be monitored centrally, controlled and systematised.
Tomtom collects swaths of traffic data from its satnav devices but also used anonymised data from third party navigation apps, including smartphone maps. e have agreements with a number of smartphone manufacturers,
so they provide us with real time GPS feeds wherever their smartphones are, says Nick Cohn, senior traffic expert at Tomtom.
It also gathers data from telematics units installed in fleet vehicles as well as in-dash systems
which includes road authorities who use it to plan traffic management as well as consumers. ost have camera data that doesn cover the whole network,
so they use our data to supplement that and for deciding whether they need to switch to a different traffic signal scheme,
When a driver hits a patch of congestion a red zone of a smartphone or satnav map it may be because of data that was collected,
As data improves, the numbers are merging, suggesting travel advice has become more accurate. As cars become more connected
whether it through satnav or simply the smartphones in our pockets better data in means we get better data out on the road.
Andy Stanford-Clark, distinguished engineer in IBM global internet of things team, pointed out that we can now pull in all sorts of data:
but also air quality sensor data and images from cameras. n its own, each is of low value,
which runs the National Traffic information service. ore data in and more data out can only be a good thing.
Unintended consequences Though traffic data makes it possible to see the movement of traffic in real time,
and traffic lights themselves are operated algorithmically, it is still not possible to engineer a way of turning the lights green as you pull up. t easy to change the traffic lights, ssays IBM Standford-Clark. ut...
and appears to have had special knowledge of the data breach before anyone else did. The third and latest data dump, posted at the site that first released the user database,
appears to be a download of emails from Biderman personal Gmail account. The second torrent released by an entity calling itself the Impact Team contained emails that seemed to be from Biderman work account
The problem is that a key metric in the data used to calculate these temperatures is wrong
previous optical transistors have used electrical control and optics for data. This has inhibited the switching speed.
The One Max had been storing fingerprint data in a specialized bitmap file, which Fireeye was able to reconstruct into a proper scan of the print (shown right,
#Europe's top court rejects'Safe harbor'ruling Europe's top court on Tuesday ruled that a 15-year-old agreement allowing American companies to handle Europeans'data was invalid,
The European Court of Justice examined the case of an Austrian citizen who claimed that his data,
and Washington are negotiating a new agreement on data transfers across the Atlantic It also raises questions about how major U s. tech firms can continue to operate in Europe without breaking the law.
head of the data security and privacy practice at the law firm of Fox Rothschild. Under so-called Safe harbor rules, U s. firms are allowed to transfer personal data of European citizens back to the U s..They only have to follow one set of rules on how data they store
and collect within the European union is protected. The rules governed what companies can do with information they gather
and build European data centers to process data previously transferred to the U s.,said Fox Rothschild's Vernick.
Larger U s. tech companies have set up procedures to transfer data beyond the Safe harbor framework. Microsoft told its enterprise cloud customers on Tuesday that it believes they can continue to transfer data by relying on additional steps
and legal safeguards it put in place when it realized the court ruling was a possibility.
but the mechanisms that European law provides to enable essential transatlantic data flows. The company said it was imperative that the EU
and U s. governments ensure that reliable methods for lawful data transfers are provided to companies. In an opinion on Sept. 23
the National security agency and other United states security agencies such as the Federal bureau of investigation are able to access it in the course of a mass and indiscriminate surveillance and interception of such data."
Chime in, and wel share the data with you. Physical stores have become the most exciting new dimension for digital marketing.
and data collection that optimizes customer flow in the store in a way similar to how Google analytics helps optimize visitor flow on a website.
Right now, with a cost of $10-20/GB for data in the U s.,traditional cell service is expensive (upwards of $140 per month, per subscriber),
and according to a 2013 study by Validas, smartphone users typically waste $28 each month on unused data.
According to Cisco, about half (46 percent) of total mobile data traffic was offloaded through Wi-fi in 2014,
#Hackers dump data from cheating website Ashley Madison online: reports (Reuters) Hackers have followed through on a threat to release online a huge cache of data,
including customer information, that was stolen a month ago from cheating spouses website Ashleymadison. com, several tech websites reported on Tuesday.
The data was posted onto the dark web, meaning it is only accessible using a specialized browser,
A group calling itself Impact Team had leaked snippets of the compromised data in July and threatened to publish names and salacious details about clients unless Ashley Madison and Establishedmen. com,
Tech website Wired said 9. 7 gigabytes of data was posted, and appeared to include member account
Now everyone gets to see their data, the hackers said, according to Wired. Avid Life, which uses the slogan ife is short.
Verizon has just finished testing a next-generation fiber-optic Internet technology that allows the company to transfer data at rates of 10 gigabits per second.
Fiber-optic cables work by sending data that's been encoded as packets of light. NG-PON2 transmits the data using certain wavelengths of light that can handle 10 Gbps of capacity each, according to a company release.
The company tested NG-PON2 at a customer's house three miles away from Verizon's central office in Framingham, Mass.
Data from body parts that curve away from the device won be recognized because the signals deflect away from the device.
but in their tests that was enough data for the system to distinguish between five people with 95.7 percent accuracy,
Data from body parts that curve away from the device won be recognized because the signals deflect away from the device.
but in their tests that was enough data for the system to distinguish between five people with 95.7 percent accuracy,
Massachusetts institute of technology, the brain trust from which CEI was hatched believes using Gan in data servers, electric vehicle inverters
and by extension, a data company. That widget manufacturer down the street likely has a data center
All data transferred is stored securely and processed via the SAP HANA Cloud platform. The app allows the doctor to monitor the patient remotely
and analyse a genomic data set in seconds. Just a few years ago, sequencing a human genome cost $95m.
and behavioural data shared by users. The results would then be processed in the cloud. Use of the cloud is confined not just to the cutting-edge areas of healthcare
Google analytics and Google search and is described by the company as designed for large ingestion, analytics and data-heavy serving workloads.
and great price-performance, meaning the amount of data it can ingest, store and then write per dollar per month is extremely high,
"There's just this enormous amount of businesses that have these huge amounts of data and right now-we've talked to many of them-they're throwing away data
or they're expiring it after a certain amount of time. They simply don't have the time horizon.
They can't store enough data to be able to make these determinations, "O'connor said."
Even if you had a piece of technology that could live up to these data sizes, managing has always been a challenge."
and scale the data to whatever you want immediately. Google has 10 years of history managing Bigtable.
"We see customers with multiple petabytes of data, reading and writing from the database a hundred thousand times a second and all sorts of various data,
whether it's web data or sensor data. They have these instances, they have these databases
and it's very hard to manage them.""The second area where Google expects Cloud Bigtable to find a role is in new projects in areas such as the internet of things, advertising, energy, financial services and telecoms.
Data can be imported into the new service through an offline disk-based service or via an online transfer,
where the data is scooped into an object store and from there into a Bigtable cluster. O'connor said the role of the HBASE API in Cloud Bigtable will help reassure companies over potential fears about finding themselves locked into Google."
it's easy to get the data out into exactly the same system that was running it before,
"Many people have said that's one of the main reasons why they're ready to take petabytes of data
"For security, Google is providing replicated storage and encryption of all data in flight and at rest.
The company has worked with a number of partners, from Sungard for financial data platforms, Pythian for monitoring, CCRI for real-time geospatial analysis, to Telit Wireless Solutions for data ingestion,
and data any safer. window. console && console. log && console. log("ADS: queuing sharethrough-top-5506bc924493d for display";
it was a human error in data entry, "Brightwell told ZDNET at the time.""Unfortunately, at the time of going live, we didn't have an opportunity to view the ballot paper."
"But this particular problem is a human error in data entry. To wrap it up as an ivote error is a little bit misleading
meaning it integrates well into a new health care paradigm centering around data collection and analysis."With rising issues around health care-associated infections,
it's expected that more data will become available about the advantages and flaws of each product
IBM also states that the Linuxone are the most secure Linux systems ever with advanced encryption features built into both the hardware and software to help keep customer data and transactions confidential and secure.
The new data which builds on preliminary findings presented at the American Society of Hematology's annual meeting in December 2013 include results from the first 25 children and young adults (ages 5 to 22
The statistical models are complicated very the historical data is often full of holes and researchers invariably have to make educated guesses at correcting for sampling errors.
The problem for historical models is that reliable data exists from only a small percentage of Earth's surface.
Satellite weather tracking is only a few decades old so for historical models researchers must fill in the gaps based on the data that does exist.
Combining this data with land-record data the model can retroactively demonstrate the Dust bowl's especially brutal dry spell.
Shen hopes that its ease of use will encourage climate scientists to incorporate this historical data into their own models improving our future predictions of climate change.
Months of fieldwork in comparison would only produce a fraction of the data that we produce in the computer model says Ward.
While we did not observe significant clinical activity with disulfiram in men with recurrent prostate cancer in our recent clinical trial this new data suggests a potential way forward
The paleomagnetic data are done very well. This is one of the best records we have so far of
This way we can compare data we take tonight with data from the same star five years from now
In a study recently published in the Journal of Transport Geography Zachary Patterson uses census data to map seniors'moving habits.
The proof is in the population These findings are based on micro census data pulled from Canada's six largest metropolitan areas:
Patterson and his co-authors focused on data from the long-form censuses done in 1991 1996 2001 and 2006.
But when you look at actual data rather than anecdotal evidence it's clear that seniors prefer the suburbs.
and confirm the statistics of our sample with more data Gwinn said. We're also interested in looking at shorter wavelengths where we think the emission region may be smaller
It was applied furthermore in the data of 14 EU countries in the period between 1961 and 2009.
When applied to farm and country level data the results reveal that the nutrient outflows are much more stable over time compared with the net inflows.
Unfortunately this indicator is sensitive to random fluctuations due to weather measurement errors and other noise in data
Analysis of the sequences and comparison with reference data demonstrated that the complete mitochondrial genome of the rodents had been retrieved from the DNA pool.
The simulation tested on the case of France based on 2011 data shows that an optimal mix is 2. 4 times the average demand in this territory.
they can use the data to emphasize to parents the need to have immunized their children against influenza sooner rather than later,
They entered data on illness type and symptoms in seven categories commonly seen in preschoolers:
Researchers sent data electronically to the public health department weekly or more frequently if spikes in illness cases were seen.
Data also revealed an unusually large increase in gastroenteritis cases during a two-day period,
"Preliminary data suggest that using the online biosurveillance in child care centers and preschools gives us an earlier detection
Following termination of audit and feedback however prescribing of broad-spectrum antibiotics increased over time reverting to above-baseline levels After restandardization of the data set for the additional 18 months of data antibiotic prescribing increased from 16.7 percent
These data suggest that audit and feedback was a vital element of this intervention and that antimicrobial stewardship requires continued active efforts to sustain initial improvements in prescribing.
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