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COLT
2001
Springer
15 years 7 months ago
Robust Learning - Rich and Poor
A class C of recursive functions is called robustly learnable in the sense I (where I is any success criterion of learning) if not only C itself but even all transformed classes Ī...
John Case, Sanjay Jain, Frank Stephan, Rolf Wiehag...
126
Voted
JCT
2010
117views more  JCT 2010»
15 years 1 months ago
(2+2)-free posets, ascent sequences and pattern avoiding permutations
Abstract. We present bijections between four classes of combinatorial objects. Two of them, the class of unlabeled (2 + 2)-free posets and a certain class of involutions (or chord ...
Mireille Bousquet-Mélou, Anders Claesson, M...
129
Voted
OOPSLA
2010
Springer
15 years 1 months ago
Tribal ownership
Tribal Ownership unifies class nesting and object ownership. Tribal Ownership is based on Tribe, a language with nested classes and object families. In Tribal Ownership, a progra...
Nicholas R. Cameron, James Noble, Tobias Wrigstad
128
Voted
ICPR
2006
IEEE
16 years 3 months ago
Hybrid Kernel Machine Ensemble for Imbalanced Data Sets
A two-class imbalanced data problem (IDP) emerges when the data from majority class are compactly clustered and the data from minority class are scattered. Though a discriminative...
Kap Luk Chan, Peng Li, Wen Fang
95
Voted
ICML
2002
IEEE
16 years 3 months ago
Partially Supervised Classification of Text Documents
We investigate the following problem: Given a set of documents of a particular topic or class ?, and a large set ? of mixed documents that contains documents from class ? and othe...
Bing Liu, Wee Sun Lee, Philip S. Yu, Xiaoli Li