Beating the curse of dimensionality
A partial matching approach can overcome the dimensionality "curse" of continuous measurements over time to yield more accurate future predictions.
A partial matching approach can overcome the dimensionality "curse" of continuous measurements over time to yield more accurate future predictions.
Mathematics
Aug 16, 2021
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96
(PhysOrg.com) -- In urban areas, there’s almost always more than one way to get somewhere, but often it’s difficult to predict which road will be fastest. In an attempt to improve traffic flow and decrease congestion, ...
In Vienna there are some 200 push-button pedestrian lights (signalized pedestrian crossings). They allow pedestrians to cross the road safely. But only after a waiting time, which is annoying for many people. This often results ...
Hi Tech & Innovation
May 27, 2019
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25
Drivers trying to get to work or home in a hurry know traffic congestion wastes a lot of time, but it also wastes a lot of fuel. In 2011, congestion caused people in US urban areas to travel an extra 5.5 billion hours and ...
Engineering
Apr 3, 2015
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109
Streetlights illuminate the night, shining upon roadways and sidewalks across the world, but these ubiquitous elements of the urban environment are notoriously inefficient and major contributors to light pollution that washes ...
Optics & Photonics
Apr 24, 2013
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1
No doubt the emergence of connected and autonomous vehicles (CAVs) will have new and exciting effects on patterns and modes of transportation, but when it comes to measuring those effects, the future gets a little hazier.
Hi Tech & Innovation
Jun 4, 2018
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16
Serious traffic gridlocks, like the jam on Beijing's national expressway a few months ago which brought vehicles to a halt for days, are a real-world issue needing attention. Unfortunately, such standstills are not uncommon ...
Mathematics
Jan 19, 2011
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The innovation group TED has given its coveted annual prize for the first time to an idea -- the city of the future.
Energy & Green Tech
Mar 1, 2012
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(PhysOrg.com) -- Picture this next time you're stuck in traffic: Thousands of wildebeests loping across the Serengeti Plain when suddenly a few spooked animals turn the orderly migration into a sea of locked horns, U-turns, ...
Computer Sciences
Jun 5, 2009
2
0
(Phys.org)—Researchers at the University of Southampton are investigating the application of artificial intelligence (AI) technology for controlling traffic lights.
Engineering
Aug 24, 2012
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