Our rule extraction method is based on a special Multi Layer Perceptron architecture for which axis-parallel hyperplanes are precisely located. Two datasets ...
Mar 2, 2018 · In this work we show how a special Multi Layer Perceptron architecture denoted as DIMLP can be used to extract rules from ensembles of DIMLPs ...
Our rule extraction method is based on a special Multi Layer Perceptron architecture for which axis-parallel hyperplanes are precisely located. Two datasets ...
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Diederich and Dillon presented a rule extraction study on the classification of four emotions from SVMs [6]. Extracting rules in Sentiment Analysis (SA) is very ...
We propose a rule extraction technique from support vector machines via analyzing the distribution of samples.
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This chapter provides an overview of recently proposed SVM rule extraction techniques, complemented with the pedagogical Artificial Neural Network (ANN) rule ...
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A Rule Extraction Study from SVM on Sentiment Analysis. Big Data Cogn. Comput. 2018, 2, 6. https://doi.org/10.3390/bdcc2010006. AMA Style. Bologna G, Hayashi ...
The purpose of this research is to extract the valuable information from most relevant research articles on sentiment analysis/opinion mining, published in last ...
We describe an algorithm for converting linear support vector machines and any other arbitrary hyperplane-based linear classifiers into a set of ...
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