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COLT
2010
Springer
15 years 1 months ago
Characterization of Linkage-based Clustering
Clustering is a central unsupervised learning task with a wide variety of applications. Not surprisingly, there exist many clustering algorithms. However, unlike classification ta...
Margareta Ackerman, Shai Ben-David, David Loker
TACAS
2010
Springer
160views Algorithms» more  TACAS 2010»
15 years 1 months ago
Efficient Detection of Errors in Java Components Using Random Environment and Restarts
Software model checkers are being used mostly to discover specific types of errors in the code, since exhaustive verification of complex programs is not possible due to state explo...
Pavel Parizek, Tomás Kalibera
SDM
2011
SIAM
233views Data Mining» more  SDM 2011»
14 years 6 months ago
Multi-Instance Mixture Models
Multi-instance (MI) learning is a variant of supervised learning where labeled examples consist of bags (i.e. multi-sets) of feature vectors instead of just a single feature vecto...
James R. Foulds, Padhraic Smyth
ECOOP
2004
Springer
15 years 7 months ago
Programming with Crosscutting Effective Views
Abstract. Aspect-oriented systems claim to improve modularity by providing explicit mechanisms that allow modularization of concerns which crosscut the object-oriented decompositio...
Doug Janzen, Kris De Volder
ICFP
2006
ACM
16 years 3 months ago
OCaml + XDuce
This paper presents the core type system and type inference algorithm of OCamlDuce, a merger between OCaml and XDuce. The challenge was to combine two type checkers of very differ...
Alain Frisch