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» Supervised Evaluation of Dataset Partitions: Advantages and ...
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MLMTA
2007
13 years 6 months ago
Consensus Based Ensembles of Soft Clusterings
— Cluster Ensembles is a framework for combining multiple partitionings obtained from separate clustering runs into a final consensus clustering. This framework has attracted mu...
Kunal Punera, Joydeep Ghosh
KDD
2003
ACM
127views Data Mining» more  KDD 2003»
14 years 5 months ago
Experiments with random projections for machine learning
Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
Dmitriy Fradkin, David Madigan
ENTCS
2008
118views more  ENTCS 2008»
13 years 3 months ago
Shared Hash Tables in Parallel Model Checking
In light of recent shift towards shared-memory systems in parallel explicit model checking, we explore relative advantages and disadvantages of shared versus private hash tables. ...
Jiri Barnat, Petr Rockai
LOPSTR
2007
Springer
13 years 11 months ago
Type-Based Homeomorphic Embedding and Its Applications to Online Partial Evaluation
Homeomorphic Embedding (HEm) has proven to be very powerful for supervising termination of computations, provided that such computations are performed over a finite signature, i.e...
Elvira Albert, John P. Gallagher, Miguel Gó...
IJCAI
2007
13 years 6 months ago
A Ranking Approach to Pronoun Resolution
We propose a supervised maximum entropy ranking approach to pronoun resolution as an alternative to commonly used classification-based approaches. Classification approaches cons...
Pascal Denis, Jason Baldridge