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» Evaluating machine creativity
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96
Voted
WWW
2007
ACM
16 years 1 months ago
Efficient training on biased minimax probability machine for imbalanced text classification
The Biased Minimax Probability Machine (BMPM) constructs a classifier which deals with the imbalanced learning tasks. In this paper, we propose a Second Order Cone Programming (SO...
Xiang Peng, Irwin King
92
Voted
KDD
2003
ACM
127views Data Mining» more  KDD 2003»
16 years 1 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
115
Voted
AINA
2007
IEEE
15 years 6 months ago
Applying Web-based Networking Protocols and Software Architectures for providing adaptivity, personalization, and remotization f
This paper proposes an innovative use of a mix of networking standards and software implementation technologies for the design of industrial Human Machine Interface (HMI) systems....
Alessandro Bozzon, Marco Brambilla, Piero Fraterna...
SPIN
2007
Springer
15 years 6 months ago
An Embeddable Virtual Machine for State Space Generation
Abstract. The semantics of modelling languages are not always specified in a precise and formal way, and their rather complex underlying models make it a non-trivial exercise to r...
Michael Weber
76
Voted
CF
2006
ACM
15 years 6 months ago
Instruction folding in a hardware-translation based java virtual machine
Bytecode hardware-translation improves the performance of a Java Virtual Machine (JVM) with small hardware resource and complexity overhead. Instruction folding is a technique to ...
Hitoshi Oi