Data

“I think that the concept of massive and open data science can be really leveraged for areas where there’s a strong social impact but not necessarily a single profit-making or government organization that is coordinating responses,” MIT graduate student Micah Smith says about FeatureHub.

Crowdsourcing big-data analysis

Web-based system automatically evaluates proposals from far-flung data scientists.

October 30, 2017

Selective memory

Scheme would make new high-capacity data caches 33 to 50 percent more efficient.

October 22, 2017

Pictured, left to right, are: Manisha Bahl, director of the Massachusetts General Hospital Breast Imaging Fellowship Program; MIT Professor Regina Barzilay (center); and Constance Lehman, professor at Harvard Medical School and chief of the Breast Imaging Division at MGH’s Department of Radiology.

Using artificial intelligence to improve early breast cancer detection

Model developed at MIT’s Computer Science and Artificial Intelligence Laboratory could reduce false positives and unnecessary surgeries.

October 16, 2017

CityScope Andorra is a 3-D augmented-reality platform that visualizes complex urban data on a small-scale model of the country. Users can interactively test scenarios on the model, such as how many parks to include in a city, adjust heights of buildings, calculate the optimal mix of residential and commercial real estate, and whether to allow private vehicles or only car-share services. The impact...

Small European nation becomes a “living lab” for urban innovation researchers

Andorra funds MIT Media Lab technologies that, in turn, help improve the nation’s cities.

October 13, 2017

MIT Professor Regina Barzilay, 2017 MacArthur Fellow, was cited by the MacArthur Foundation for making “significant contributions to a wide range of problems in computational linguistics, including both interpretation and generation of human language.”

Regina Barzilay wins MacArthur “genius grant”

MIT computer scientist who studies natural language processing and machine learning wins $625,000 prize.

October 11, 2017

A new system from MIT's Computer Science and Artificial Intelligence Laboratory works by analyzing light at the edge of walls, which is impacted by the reflections of objects around the corner from the camera.

An algorithm for your blind spot

Using smartphone cameras, system for seeing around corners could help with self-driving cars and search-and-rescue.

October 9, 2017

Fast-moving magnetic particles could enable new form of data storage

Recently discovered phenomenon could provide a way to bypass the limits to Moore’s Law.

October 2, 2017

The Compact Muon Solenoid is a general-purpose detector at the Large Hadron Collider.

First open-access data from large collider confirm subatomic particle patterns

CERN Open Data Portal results reveal predictable patterns from colliding high-energy protons.

September 29, 2017

Photo of a dozen or so people in front of a brick wall

The Engine announces investments in first group of startups

New venture launched by MIT will support “tough-tech” companies at work on transformative ideas that take time to commercialize.

September 19, 2017

Identifying optimal product prices

New research describes a price-optimization method to increase online retailers’ revenue, market share, and profit.

September 18, 2017

Researchers will present a new general-purpose technique for making sense of neural networks trained to perform natural-language-processing tasks, in which computers attempt to interpret freeform texts written in ordinary, or natural language (as opposed to a programming language, for example).

How neural networks think

General-purpose technique sheds light on inner workings of neural nets trained to process language.

September 8, 2017

Researchers from CSAIL have devised a new system for data center caching that uses flash memory. In addition to costing less and consuming less power, a flash caching system could dramatically reduce the number of cache servers required by a data center.

Making data centers more energy efficient

Flash-memory system could reduce power consumption of data center “caches” by 90 percent.

August 30, 2017

ComText allows robots to understand contextual commands such as, “Pick up the box I put down.”

Robot learns to follow orders like Alexa

ComText, from the Computer Science and Artificial Intelligence Laboratory, allows robots to understand contextual commands.

August 30, 2017

Using machine learning to improve patient care

New CSAIL research employs many types of medical data, including electronic health records, to predict outcomes in hospitals.

August 21, 2017

In experiments, Pensieve could stream video with 10 to 30 percent less rebuffering than other approaches, and at levels that users rated 10 to 25 percent higher on key “quality of experience” metrics.

High-quality online video with less rebuffering

CSAIL’s machine-learning system enables smoother streaming that can better adapt to different network conditions.

August 14, 2017

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