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ECML
2004
Springer
14 years 1 months ago
SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data
The standard framework of machine learning problems assumes that the available data is independent and identically distributed (i.i.d.). However, in some applications such as image...
Rong Jin, Huan Liu
LADS
2007
Springer
14 years 2 months ago
A Common Basis for Agent Organisation in BDI Languages
Programming languages based on the BDI style of agent model are now common. Within these there appears to be some, limited, agreement on the core functionality of agents. However, ...
Anthony Hepple, Louise A. Dennis, Michael Fisher
CORR
2010
Springer
143views Education» more  CORR 2010»
13 years 8 months ago
Mathematical Foundations for a Compositional Distributional Model of Meaning
We propose a mathematical framework for a unification of the distributional theory of meaning in terms of vector space models, and a compositional theory for grammatical types, fo...
Bob Coecke, Mehrnoosh Sadrzadeh, Stephen Clark
SIGSOFT
1998
ACM
14 years 20 days ago
Reasoning about Implicit Invocation
Implicit invocation SN92, GN91] has become an important architectural style for large-scale system design and evolution. This paper addresses the lack of speci cation and veri cat...
David Garlan, Somesh Jha, David Notkin
ESOP
2009
Springer
14 years 3 months ago
Exploring the Design Space of Higher-Order Casts
This paper explores the surprisingly rich design space for the simply typed lambda calculus with casts and a dynamic type. Such a calculus is the target intermediate language of th...
Jeremy G. Siek, Ronald Garcia, Walid Taha