TY - GEN
T1 - Regression with interval output values
AU - Kashima, Hisashi
AU - Yamasaki, Kazutaka
AU - Inokuchi, Akihiro
AU - Saigo, Hiroto
PY - 2008
Y1 - 2008
N2 - We consider a regression problem where target values are given as intervals, and propose a statistical approach to it. Although it is hard to solve the optimization problem directly, we propose an approximation method based on the EM algorithm. Experiments using the benchmark datasets show effectiveness of our approach.
AB - We consider a regression problem where target values are given as intervals, and propose a statistical approach to it. Although it is hard to solve the optimization problem directly, we propose an approximation method based on the EM algorithm. Experiments using the benchmark datasets show effectiveness of our approach.
UR - http://www.scopus.com/inward/record.url?scp=77957945951&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77957945951&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:77957945951
SN - 9781424421756
T3 - Proceedings - International Conference on Pattern Recognition
BT - 2008 19th International Conference on Pattern Recognition, ICPR 2008
T2 - 2008 19th International Conference on Pattern Recognition, ICPR 2008
Y2 - 8 December 2008 through 11 December 2008
ER -