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ICDM
2010
IEEE
134views Data Mining» more  ICDM 2010»
14 years 10 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
105
Voted
RECSYS
2010
ACM
14 years 10 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
125
Voted
SEKE
2010
Springer
14 years 10 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...
SIGDIAL
2010
14 years 10 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...
85
Voted
ACL
2009
14 years 10 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 ...