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ACM SIGMOD Blog Toggle navigation Authors About this Blog Paul Boniol - Themis Palpanas July 16, 2024 Time Series Anomaly Detection Time Series What it is, how it works, where we are, and where we are heading Anomaly detection is an important problem in data analytics with applications in many domains. In recent years, there has been an increasing interest in anomaly detection tasks applied to time series. In this post, we take a holistic view on anomaly […] Read more Dimitris Sacharins - Giorgos Giannopoulos - Loukas Kavouras June 19, 2024 Auditing bias of recourse in classifiers (part I) Fairness Introduction Fairness is a fundamental principle reflecting our innate sense of justice and equity. The essence of fairness lies in the equitable, unbiased and just treatment of all individuals. Nevertheless, translating this principle to specific rules, people, and systems can adhere to is highly context specific, with context meaning, social and cultural circ...
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