115
click to vote
AAAI
2012
13 years 15 days ago
2012
It is well known that exploiting label correlations is important for multi-label learning. Existing approaches typically exploit label correlations globally, by assuming that the ...
130
click to vote
KDD
2012
ACM
13 years 17 days ago
2012
ACM
Multi-label learning arises in many real-world tasks where an object is naturally associated with multiple concepts. It is well-accepted that, in order to achieve a good performan...
108
Voted
SDM
2011
SIAM
14 years 28 days ago
2011
SIAM
Identifying the extremal (minimal and maximal) sets from a collection of sets is an important subproblem in the areas of data-mining and satisfiability checking. For example, ext...
101
Voted
CHI
2011
ACM
14 years 1 months ago
2011
ACM
The increasing popularity of personal reading devices raises the question of how best to support so-called active reading, which involves acts like annotation, note taking, etc. P...