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Using active learning and an agent-based system to perform interactive knowledge extraction based on the COVID-19 corpus

期刊: KNOWLEDGE ENGINEERING REVIEW, 2023; 38 ()

Efficient knowledge extraction from Big Data is quite a challenging topic. Recognizing relevant concepts from unannotated data while considering both ......

Selecting and ranking leading cases in Brazilian Supreme Court decisions

期刊: KNOWLEDGE ENGINEERING REVIEW, 2023; 38 ()

This work studies quantitative measures for ranking judicial decisions by the Brazilian Supreme Court [Supremo Tribunal Federal (STF)] and selecting l......

Reformulation techniques for automated planning: a systematic review

期刊: KNOWLEDGE ENGINEERING REVIEW, 2023; 38 ()

Automated planning is a prominent area of Artificial Intelligence and an important component for intelligent autonomous agents. A cornerstone of domai......

A survey of evolutionary algorithms for supervised ensemble learning

期刊: KNOWLEDGE ENGINEERING REVIEW, 2023; 38 ()

This paper presents a comprehensive review of evolutionary algorithms that learn an ensemble of predictive models for supervised machine learning (cla......

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