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ICDM
2010
IEEE
134views Data Mining» more  ICDM 2010»
15 years 3 months ago
Consequences of Variability in Classifier Performance Estimates
The prevailing approach to evaluating classifiers in the machine learning community involves comparing the performance of several algorithms over a series of usually unrelated data...
Troy Raeder, T. Ryan Hoens, Nitesh V. Chawla
RECSYS
2010
ACM
15 years 3 months ago
List-wise learning to rank with matrix factorization for collaborative filtering
A ranking approach, ListRank-MF, is proposed for collaborative filtering that combines a list-wise learning-to-rank algorithm with matrix factorization (MF). A ranked list of item...
Yue Shi, Martha Larson, Alan Hanjalic
SEKE
2010
Springer
15 years 3 months ago
Towards an Automation of Software Evolution Good Practices
It is well known that software evolution is an inescapable activity in the software lifecycle. In order to prevent the negative effects of this activity (decreased quality, increa...
Chouki Tibermacine, Soraya Sakhraoui, Vincent Le G...
214
Voted
SIGDIAL
2010
15 years 3 months ago
Modeling Spoken Decision Making Dialogue and Optimization of its Dialogue Strategy
This paper presents a spoken dialogue framework that helps users in making decisions. Users often do not have a definite goal or criteria for selecting from a list of alternatives...
Teruhisa Misu, Komei Sugiura, Kiyonori Ohtake, Chi...
ACL
2009
15 years 3 months ago
Capturing Errors in Written Chinese Words
A collection of 3208 reported errors of Chinese words were analyzed. Among which, 7.2% involved rarely used character, and 98.4% were assigned common classifications of their caus...
Chao-Lin Liu, Kan-Wen Tien, Min-Hua Lai, Yi-Hsuan ...