Publicatii recente
Publicatii recente
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A Game Theoretic Flavoured Decision Tree for Classification (2022)
Abstract A game theoretic flavoured decision tree is designed for multi-class classification. Node data is split by using a game between sub-nodes that try to minimize their entropy. The splitting […]
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The Twitter-Lex Sentiment Analysis System (2022)
Abstract Twitter Sentiment Analysis is demanding due to the freestyle way people express their opinions and feelings. Using only the preprocessed text from a dataset does not bring enough value […]
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Recommendation System for Student Academic Progress (2022)
Abstract The purpose of this work is to study the possible approaches to build a recommendation system that could help students in organizing their work and improving their results. More […]
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A Hybrid Complexity Metric in Automatic Software Defects Prediction (2022)
Abstract Nowadays, software systems evolve in vast and complex applications. In such a complex system, a minor change in one part may have unexpected degradation of the software system design, […]
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More than Meets the Eye: Using Textural Analysis and Artificial Intelligence as Decision Support Tools in Prostate Cancer Diagnosis—A Systematic Review (2022)
Abstract Introduction: Multiparametric magnetic resonance imaging (mpMRI) is the main imagistic tool employed to assess patients suspected of harboring prostate cancer (PCa), setting the indication for targeted prostate biopsy. However, […]
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A New Nash-Probit Model for Binary Classification (2021)
Abstract The Nash equilibrium is used to estimate the parameters of a Probit binary classification model transformed into a multiplayer game. Each training data instance is a player of the […]
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A Simple Genetic Algorithm for the Critical Node Detection Problem (2021)
Abstract The critical node detection problem describes a class of graph problems that involves identifying sets of nodes that influence a given graph metric. One variant of this problem is […]
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PV Monitoring System using Industrial Internet of Things Technologies based on Graphical Programming (2021)
Abstract Photovoltaic Panel Systems are already a commodity, the widespread use of such systems being no longer a pioneering topic. Monitoring these power generation systems is not a trivial task […]
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Advances in Clickbait and Fake News Detection Using New Language-independent Strategies (2021)
Abstract Online publishers rely on different techniques to trap web visitors, clickbait being one such technique. Besides being a bad habit, clickbait is also a strong indicator for fake news […]
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On the use of evolutionary algorithms for test case prioritization in regression testing considering requirements dependencies (2021)
Abstract Nowadays, software systems encounter repeated modifications in order to satisfy any requirement regarding a business change. To assure that these changes do not affect systems' proper functioning, those parts […]
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