Titlebook: Information Systems and Technologies; WorldCIST 2023, Volu Alvaro Rocha,Hojjat Adeli,Valentina Colla Conference proceedings 2024 The Editor

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Balancing Plug-In for Stream-Based Classificatione mined with the help of predictive and classification techniques to support decision-making in fields like e-commerce, industry or health. In particular, stream-based classification is widely used to categorise incoming samples on the fly. However, the distribution of samples per class is often imb

旁观者

Explainable Classification of Wiki Streams. This research proposes the transparent identification of wiki manipulators through the classification of contributors as benevolent or malevolent humans or bots, together with the explanation of the attributed class labels. The system comprises: (.) stream-based data pre-processing; (.) incrementa

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Analysis of the Characteristics of Different Peer-To-Peer Risky Loansracteristics will have lower default rate in high-risk group and low risk group. The grouping way is through the lending Club credit score. Our study provides a way to analyze loan characteristics to reduce information asymmetry and default rate. To earn higher interest and take the principal back h

偏见

Big Data as a Tool for Analyzing Academic Performance in Educationted that could be used to understand children’s behavior. This research proposes using three machine learning algorithms to evaluate academic performance. After debugging and organizing the information, the respective analysis is carried out. Data from eight academic cycles (2014–2021) of an element

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Ethical Framework for the Software Development Process: A Systematic Mapping Studyapply codes of ethics to meet this requirement. This research aims to propose an ethical framework that facilitates understanding and possible implementations of ethical issues during the software development process. For this purpose, a systematic mapping study (SMS) was performed. After performing

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