TY - GEN
T1 - Ensemble-based method for Task 2
T2 - 10th IEEE International Conference on Data Mining Workshops, ICDMW 2010
AU - He, Jingrui
AU - He, Qing
AU - Swirszcz, Grzegorz
AU - Kamarianakis, Yiannis
AU - Lawrence, Rick
AU - Shen, Wei
AU - Wynter, Laura
PY - 2010
Y1 - 2010
N2 - In this paper, we describe our solution for ICDM 2010 Contest Task 2 (Jams), where the task is to predict future where the next traffic jams will occur in morning rush hour, given data gathered during the initial phase of this peak period. Our solution, which is based on an ensemble approach, finished Second in the final evaluation.
AB - In this paper, we describe our solution for ICDM 2010 Contest Task 2 (Jams), where the task is to predict future where the next traffic jams will occur in morning rush hour, given data gathered during the initial phase of this peak period. Our solution, which is based on an ensemble approach, finished Second in the final evaluation.
KW - Cross validation
KW - Ensemble
KW - Nearest-neighbor
UR - http://www.scopus.com/inward/record.url?scp=79951749518&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79951749518&partnerID=8YFLogxK
U2 - 10.1109/ICDMW.2010.54
DO - 10.1109/ICDMW.2010.54
M3 - Conference contribution
AN - SCOPUS:79951749518
SN - 9780769542577
T3 - Proceedings - IEEE International Conference on Data Mining, ICDM
SP - 1363
EP - 1365
BT - Proceedings - 10th IEEE International Conference on Data Mining Workshops, ICDMW 2010
Y2 - 14 December 2010 through 17 December 2010
ER -