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WIRN
2005
Springer
16 years 7 days ago
Ensembles Based on Random Projections to Improve the Accuracy of Clustering Algorithms
We present an algorithmic scheme for unsupervised cluster ensembles, based on randomized projections between metric spaces, by which a substantial dimensionality reduction is obtai...
Alberto Bertoni, Giorgio Valentini
ISSS
1998
IEEE
129views Hardware» more  ISSS 1998»
15 years 11 months ago
Application-Specific Heterogeneous Multiprocessor Synthesis Using Differential-Evolution
This paper presents an application-specific, heterogeneous multiprocessor synthesis system, named HeMPS, that combines a form of Evolutionary Computation known as Differential Evo...
Allan Rae, Sri Parameswaran
ACL
2008
15 years 8 months ago
Vector-based Models of Semantic Composition
This paper proposes a framework for representing the meaning of phrases and sentences in vector space. Central to our approach is vector composition which we operationalize in ter...
Jeff Mitchell, Mirella Lapata
EMNLP
2006
15 years 8 months ago
Random Indexing using Statistical Weight Functions
Random Indexing is a vector space technique that provides an efficient and scalable approximation to distributional similarity problems. We present experiments showing Random Inde...
James Gorman, James R. Curran
GROUP
2010
ACM
15 years 4 months ago
Technology as a resource for reconstituting the social world: life in a war zone
We argue that the disruption associated with war can help develop a deeper theoretical and practical understanding of how Information and Communication Technologies (ICTs) enable ...
Bryan Semaan