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NPL
1998
129views more  NPL 1998»
13 years 8 months ago
Extraction of Logical Rules from Neural Networks
A new architecture and method for feature selection and extraction of logical rules from neural networks trained with backpropagation algorithm is presented. The network consists ...
Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabcze...
EMNLP
2010
13 years 6 months ago
Improving Gender Classification of Blog Authors
The problem of automatically classifying the gender of a blog author has important applications in many commercial domains. Existing systems mainly use features such as words, wor...
Arjun Mukherjee, Bing Liu
ASIAN
1998
Springer
133views Algorithms» more  ASIAN 1998»
14 years 1 months ago
Type Inference for First-Class Messages with Feature Constraints
Abstract. We present a constraint system OF of feature trees that is appropriate to specify and implement type inference for first-class messages. OF extends traditional systems of...
Martin Müller, Susumu Nishimura
ACL
1997
13 years 10 months ago
Compiling Regular Formalisms with Rule Features into Finite-State Automata
This paper presents an algorithm for the compilation of regular formalisms with rule features into finite-state automata. Rule features are incorporated into the right context of ...
George Anton Kiraz
AAAI
2010
13 years 10 months ago
Efficient Spectral Feature Selection with Minimum Redundancy
Spectral feature selection identifies relevant features by measuring their capability of preserving sample similarity. It provides a powerful framework for both supervised and uns...
Zheng Zhao, Lei Wang, Huan Liu