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146
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IPMU
2010
Springer
15 years 3 months ago
On Nonparametric Predictive Inference for Ordinal Data
Abstract. Nonparametric predictive inference (NPI) is a powerful frequentist statistical framework based only on an exchangeability assumption for future and past observations, mad...
Frank P. A. Coolen, Pauline Coolen-Schrijner, Taha...
102
Voted
ESEM
2008
ACM
15 years 2 months ago
An empirical model to predict security vulnerabilities using code complexity metrics
Complexity is often hypothesized to be the enemy of software security. If this hypothesis is true, complexity metrics may be used to predict the locale of security problems and ca...
Yonghee Shin, Laurie Williams
91
Voted
ISSRE
2007
IEEE
15 years 2 months ago
Fault Prediction using Early Lifecycle Data
The prediction of fault-prone modules in a software project has been the topic of many studies. In this paper, we investigate whether metrics available early in the development li...
Yue Jiang, Bojan Cukic, Tim Menzies
102
Voted
AAAI
2010
15 years 2 months ago
Multi-Agent Learning with Policy Prediction
Due to the non-stationary environment, learning in multi-agent systems is a challenging problem. This paper first introduces a new gradient-based learning algorithm, augmenting th...
Chongjie Zhang, Victor R. Lesser
ACSW
2007
15 years 2 months ago
The Semantic Reef: Managing Complex Knowledge to Predict Coral Bleaching on the Great Barrier Reef
A semantically driven Virtual Organisation (VO) model for predicting important events for coral reefs is presented – the Semantic Reef. The model is an application of a Semantic...
Trina S. Myers, Ian M. Atkinson, William J. Lavery