AI Projects candidates
Eric Guimaraes
LRTA* Pacman
LRTA* Pacman
LRTA* Pacman
LRTA* Pacman
Armed Bear Common Lisp (ABCL)
JAVA Library
LRTA* Pacman
Traffic Classification Using PeMS data
Classification of traffic
Good
Normal
Bad
What data are you going to use?
-
University of California, Berkeley
- Nokia
Support the exploration of uses of GPS enabled phones to monitor traffic
Format of data
Format of data
"unixtime" refers to Unix time (seconds, UTC).
"flows" refers to vehicle counts per lane over 30 second period.
"occs" refers to occupancy of the sensor per lane over a 30 second period.
Methodology
- Naive Bayes
- Heuristic to classify
- Cross Validation
- Accuracy
- Reccal
- Precision