Data
Using AI To Help Health Experts Address The COVID-19 Pandemic
AI is an important tool to support public health experts around the world in their efforts to keep people safe and informed amid the coronavirus pandemic. Facebook AI is partnering with academic researchers and other experts on a range of initiatives related to COVID-19. We are sharing overviews of several of these now, and we …
Stanford Crowdsourcing Site Collects County-level Policy Data To Inform Decisions About Easing Social-distancing
Americans nationwide now have a chance to help government officials decide when to ease social-distancing policies by completing a survey on a new website that compiles information about if and when their counties implemented local shelter-in-place measures to slow the spread of COVID-19. The website, SocialDistancing.Stanford.edu, is part of a research collaboration that aims to provide …
IBM Releases Novel AI-Powered Technologies To Help Health And Research Community Accelerate The Discovery Of Medical Insights And Treatments For COVID-19
IBM Research has been actively developing new cloud and AI-powered technologies that can help researchers across a variety of scientific disciplines accelerate the process of discovery. As the COVID-19 pandemic unfolds, we continue to ask how these technologies and our scientific knowledge can help in the global battle against coronavirus. IBM makes available multiple novel, …
Coronavirus: “Flattening The Curve” — Deadly Misconceptions Debunked
A major public message by health authorities in the midst of the COVID-19 can probably be summarized through one concept — we must do our best to flatten the curve. While the graphic has been considerably successful in spreading the important message in this pandemic, there are some misconceptions about this “curve” that may lead …
Artificial Intelligence Deployed Against Coronavirus
Lunar New Year lanterns lit up the eerily empty streets in Wuhan, China as the Wuhan Coronavirus outbreak escalated and swept through at least 36 countries and territories. In the wake of the pandemic, Chinese authorities took emergency steps to limit the virus’s spread and shut down transit going in and out of Wuhan. Amid the rising global …
How China Is Using Artificial Intelligence And Big Data In Fighting Coronavirus
Compared to the 2002 SARS outbreak about two decades ago and the on-going COVID-19 outbreak today, China is equipped with more powerful technologies that are aiding them in suppressing the spread — Artificial Intelligence (AI) and Big Data analytics. How do they help exactly? Eyes are watching According to Al Jazeera, the Chinese surveillance system …
Machine Learning Picks Out Hidden Vibrations From Earthquake Data
Over the last century, scientists have developed methods to map the structures within the Earth’s crust, in order to identify resources such as oil reserves, geothermal sources, and, more recently, reservoirs where excess carbon dioxide could potentially be sequestered. They do so by tracking seismic waves that are produced naturally by earthquakes or artificially via …
Explaining Model Predictions On Structured Data
Machine learning technology continues to improve at a rapid pace, with increasingly accurate models being used to solve more complex problems. However, with this increased accuracy comes greater complexity. This complexity makes debugging models more challenging. To help with this, last November Google Cloud introduced Explainable AI, a tool designed to help data scientists improve their …
A Human-Machine Collaboration To Defend Against Cyberattacks
Being a cybersecurity analyst at a large company today is a bit like looking for a needle in a haystack — if that haystack were hurtling toward you at fiber optic speed. Every day, employees and customers generate loads of data that establish a normal set of behaviors. An attacker will also generate data while …
HiPlot: High-dimensional Interactive Plots Made Easy
HiPlot is a lightweight interactive visualization tool to help AI researchers discover correlations and patterns in high-dimensional data. It uses parallel plots and other graphical ways to represent information more clearly, and it can be run quickly from a Jupyter notebook with no setup required. HiPlot enables machine learning (ML) researchers to more easily evaluate …