# Rule Extraction

### Rule Extraction from Support Vector Machines: A Geometric Approach

**rule**

**extraction**problem as a pure geo- metric task without considering the structure of the learning models and important support ...SVM

**rule**

**extraction**algorithms that require specific ...

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### Fine Grained Tree to String Translation Rule Extraction

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### Predicting the Benefit of Rule Extraction: A Novel Component in Data Mining

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### Exact and Approximate Rule Extraction from Neural Networks with Boolean Features

**rule**

**extraction**treats the neural network as a black box, and the extracted Boolean function results in a deci- sion making method that is more explainable to hu- mans (Gunning, ...

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### An integrated method for cancer classification and rule extraction from microarray data

**rule**

**extraction**system is nec- essary to consider the model interpretability which can provide a pathway to explore underlying relationships among data; however, this restriction often affects the sys- ...

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### Extended Taxonomy of Rule Extraction Techniques and Assessment of KDRuleEx

**rule**

**extraction**is dual, that is, extracted rules must satisfy both accuracy and comprehensibility ...of

**rule**

**extraction**is tedious and results in complex and large ...of

**rule**...

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### Learning Better Rule Extraction with Translation Span Alignment

**rule**

**extraction**by deleting spurious links and adding new valuable links with the help of bilingual translation span alignments that are built by using a phrase-based forced decoding ...

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### Decision Degree-based Decision Tree Technology for Rule Extraction

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### Rule Extraction for Tree to Tree Transducers by Cost Minimization

**rule**state and children states, and several measures of charac- ter overlaps between the leaves of the source and in- formation associated to leaves in target tree ...average

**rule**

**extraction**time ...

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### From Grammar Rule Extraction to Treebanking: A Bootstrapping Approach

**rule**is the input into another

**rule**and in each

**rule**only a por- tion and not the whole string is ...next

**rule**is not applied unless the local conditions are ...grammar

**rule**...

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### Sentiment recognition by rule extraction from support vector machines

**extraction**by use of support vector machines is that, after learning, it is not quite clear what has been ...and

**rule**

**extraction**from support vector machines, a set of techniques used for ...

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### Logic minimization and rule extraction for identification of functional sites in molecular sequences

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### Extraction Programs: A Unified Approach to Translation Rule Extraction

**rule**

**extraction**and show that several popular

**extraction**methods (includ- ing phrase pair

**extraction**, hierarchical phrase pair

**extraction**, and GHKM

**extraction**) can be ...

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### Destructive Algorithm for Rule Extraction based on a Trained Neural Network

**rule**

**extraction**algorithms from neural network may characterize different methods using five dimensions [35]: (a) the „expressive power‟ of the extracted rules (types of rules extracted); (b) the ...

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### An Empirical Study of Translation Rule Extraction with Multiple Parsers

**rule**

**extraction**, an alterna- tive way is to learn parsers on treebanks anno- tated by different organizations ...resulting

**rule**sets (or heterogeneous grammars for short) for probabil- ity ...

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### Forest based Translation Rule Extraction

**rule**

**extraction**is a fundamental problem in machine translation, especially for linguistically syntax-based systems that need parse trees from either or both sides of the bi- ...the

**rule**...

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### GHKM Rule Extraction and Scope 3 Parsing in Moses

**rule**pattern found during initialization, the corresponding grammar trie ver- tex was recorded and that the vertex holds an as- sociative array in which the keys are sequences of target-side non-terminal ...

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### Multi Word Unit Dependency Forest based Translation Rule Extraction

**rule**, we counted the number of the recovered sentences, ...extracted

**rule**for each sentence pair generates the target sen- tence by combining the extracted ...a

**rule**γ by the posterior ...

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### Automatic Grammar Rule Extraction and Ranking for Definitions

**extraction**gave surprising results, managing to identify only definitions, achieving a 100% precision, albeit having identified rules to capture only half of the definitional set of ...

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### Power Emergency Prediction Analysis and Emergency Decision Analysis Model

**rule**

**extraction**and emergency decision; The Research of Scene

**Rule**Recognition and

**Extraction**Technology Based on Power Emergency Prediction Model follows three steps in a main ...

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