AAAI
2015
10 years 1 months ago
2015
Mental illness is becoming a major plague in modern societies and poses challenges to the capacity of current public health systems worldwide. With the widespread adoption of soci...
92
Voted
AAAI
2015
10 years 1 months ago
2015
We address the task of segmenting sequential data using convex optimization problem, which is specifically designed to work in the context of outliers in the data. We propose two...
101
Voted
AAAI
2015
10 years 1 months ago
2015
Current manifold alignment methods can effectively align data sets that are drawn from a non-intersecting set of manifolds. However, as data sets become increasingly high-dimensio...
112
Voted
AAAI
2015
10 years 1 months ago
2015
Spectral clustering is a fundamental technique in the field of data mining and information processing. Most existing spectral clustering algorithms integrate dimensionality reduc...
95
Voted
AAAI
2015
10 years 1 months ago
2015
How should we gather information to make effective decisions? A classical answer to this fundamental problem is given by the decision-theoretic value of information. Unfortunately...