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Article
RACER: accurate and efficient classification based on rule aggregation approach
Rule-based classification is one of the most important topics in the field of data mining due to its wide applications. This article presents a novel rule-based classifier called RACER (Rule Aggregating ClassifiE...
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Article
Solving submodular text processing problems using influence graphs
Submodular functions appear in a considerable number of important natural language processing problems such as text summarization and dataset selection. Current graph-based approaches to solving such problems ...
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Article
MLPR: Efficient influence maximization in linear threshold propagation model using linear programming
Influence maximization is an important research topic in social networks that has different applications such as analyzing spread of rumors, interest, adoption of innovations, and feed ranking. The goal is to ...
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Article
A crowdsourcing approach to construct mono-lingual plagiarism detection corpus
Plagiarism detection deals with detecting plagiarized fragments among textual documents. The availability of digital documents in online libraries makes plagiarism easier and on the other hand, to be easily de...
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Article
Persian offensive language detection
With the proliferation of social networks and their impact on human life, one of the rising problems in this environment is the rise in verbal and written insults and hatred. As one of the significant platform...