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Information and Software Technology
Scopus
ISSN 0950-5849 · Elsevier BV · 3 artikel di indeks
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Artikel Jurnal Teks lengkap
Transparency and explainability of AI systems: From ethical guidelines to requirements
Recent studies have highlighted transparency and explainability as important quality requirements of AI systems. However, there are still relatively few case studies that describe the current state of defining these quality requirements in practice. This study consisted of two phases. The first…
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Artikel Jurnal
A survey on dataset quality in machine learning
With the rise of big data, the quality of datasets has become a crucial factor affecting the performance of machine learning models. High-quality datasets are essential for the realization of data value. This survey article summarizes the research direction of dataset quality in machine learning…
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Artikel Jurnal Teks lengkap
Successful combination of database search and snowballing for identification of primary studies in systematic literature studies
A good search strategy is essential for a successful systematic literature study. Historically, database searches have been the norm, which was later complemented with snowball searches. Our conjecture is that we can perform even better searches if combining these two search approaches, referred to…