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» Feature Generation Using General Constructor Functions
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107
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ICASSP
2008
IEEE
15 years 8 months ago
Bayesian extensions to non-negative matrix factorisation for audio signal modelling
We describe the underlying probabilistic generative signal model of non-negative matrix factorisation (NMF) and propose a realistic conjugate priors on the matrices to be estimate...
Tuomas Virtanen, Ali Taylan Cemgil, Simon J. Godsi...
126
Voted
KBSE
2000
IEEE
15 years 6 months ago
Practical Large Scale What-If Queries: Case Studies with Software Risk Assessment
When a lack of data inhibits decision making, large scale what-if queries can be conducted over the uncertain parameter ranges. Such what-if queries can generate an overwhelming a...
Tim Menzies, Erik Sinsel
ATAL
2006
Springer
15 years 5 months ago
Component Agent Framework for domain-Experts (CAFnE) toolkit
The Component Agent Framework for domain-Experts (CAFnE) toolkit is an extension to the Prometheus Design Tool (PDT). It uses the detailed design produced by PDT with further anno...
Gaya Buddhinath Jayatilleke, John Thangarajah, Lin...
126
Voted
AI
2002
Springer
15 years 2 months ago
A Constructive Approach to Parsing with Neural Networks - The Hybrid Connectionist Parsing Method
The concept of Dynamic Neural Networks (DNN) is a new approach within the Neural Network paradigm, which is based on the dynamic construction of Neural Networks during the processi...
Christel Kemke
123
Voted
KBSE
2010
IEEE
15 years 18 days ago
Tag and prune: a pragmatic approach to software product line implementation
To realise variability at the code level, product line methods classically advocate usage of inheritance, components, frameworks, aspects or generative techniques. However, these ...
Quentin Boucher, Andreas Classen, Patrick Heymans,...