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» On Online Learning of Decision Lists
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SDM
2007
SIAM
130views Data Mining» more  SDM 2007»
13 years 7 months ago
Maximizing the Area under the ROC Curve with Decision Lists and Rule Sets
Decision lists (or ordered rule sets) have two attractive properties compared to unordered rule sets: they require a simpler classification procedure and they allow for a more co...
Henrik Boström
KDD
2004
ACM
139views Data Mining» more  KDD 2004»
14 years 6 months ago
Machine learning for online query relaxation
In this paper we provide a fast, data-driven solution to the failing query problem: given a query that returns an empty answer, how can one relax the query's constraints so t...
Ion Muslea
LREC
2010
149views Education» more  LREC 2010»
13 years 7 months ago
Paragraph Acquisition and Selection for List Question Using Amazon's Mechanical Turk
Creating more fine-grained annotated data than previously relevent document sets is important for evaluating individual components in automatic question answering systems. In this...
Fang Xu, Dietrich Klakow
COLT
2003
Springer
13 years 11 months ago
Efficient Algorithms for Online Decision Problems
Adam Kalai, Santosh Vempala
ETS
2000
IEEE
90views Hardware» more  ETS 2000»
13 years 6 months ago
Role of Contracts in Enhancing Community Building in Web Courses
Project-based work via telecommunications requires the instructor and the students to take explicit steps to create an on-line community that is focused on high quality learning a...
Karen L. Murphy, Sue E. Mahoney, Tina J. Harvell