We study human decision making in a simple forced-choice task that manipulates the frequency and accuracy of available information. Empirically, we find that people make decisions...
A flash crowd is a surge in traffic to a particular Web site that causes the site to be virtually unreachable. We present a theoretical model of flash crowd events and evaluate...
Ismail Ari, Bo Hong, Ethan L. Miller, Scott A. Bra...
In this paper we describe a machine learning approach for acquiring a model of a robot behaviour from raw sensor data. We are interested in automating the acquisition of behaviour...
Maria Fox, Malik Ghallab, Guillaume Infantes, Dere...
We introduce novel discriminative learning algorithms for dynamical systems. Models such as Conditional Random Fields or Maximum Entropy Markov Models outperform the generative Hi...
Inspections can be made more cost-effective by using capturerecapture methods to estimate post-inspection defects. Previous capture-recapture studies of inspections used relativel...
Gursimran Singh Walia, Jeffrey C. Carver, Nachiapp...