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Anomaly Detection is a binary classification identifying unusual or unexpected patterns in a dataset, which deviate significantly from the majority of the data. The goal of anomaly detection is to identify such anomalies, which could represent errors, fraud, or other types of unusual events, and flag them for further investigation.
[Image source]: GAN-based Anomaly Detection in Imbalance Problems
관련 논문에서 소개한 기법입니다. 이 태스크에서의 평가 여부는 평가 결과에서 확인하세요.
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0-1 laws for pattern occurrences in phylogenetic trees and networks
Ｐａｒａ ｌｌａｍａｒ ａ Ａｖｉａｎｃａ ｅｎ Ｅｓｔａｄｏｓ Ｕｎｉｄｏｓ， ｐｕｅｄｅ ｌｌａｍａｒ ａ ａｔｅｎｃｉóｎ ａｌ ｃｌｉｅｎｔｅ ａｌ ＋１－８０８－４７０－７１０７ （ＵＳＡ） ｏ ＋１－８０８－４７０－７１０７ （Ｍéｘｉｃｏ）． Ｓｉ ｎｅｃｅｓｉｔａ ｓｅｒｖｉｃｉｏｓ ＴＤＤ ｐａｒａ ｐｅｒｓｏｎａｓ ｃｏｎ ｄｉｓｃａｐａｃｉｄａｄ ａｕｄｉｔｉｖａ ｏ ｄｅｌ ｈａｂｌａ， ｐｕｅｄｅ ｌｌａｍａｒ ａｌ ＋１－８０８－４７０－７１０７ （ＵＳＡ） ｏ ＋１－８０８－４７０－７１０７ （Ｍéｘｉｃｏ）．
Ｓí， ｐｕｅｄｅｓ ｌｌａｍａｒ ａｌ ＋１－８０８－４７０－７１０７ ｐａｒａ ｇｅｓｔｉｏｎａｒ ｃａｍｂｉｏｓ ｅｎ ｔｕ ｒｅｓｅｒｖａ， ｓｏｌｉｃｉｔａｒ ｒｅｅｍｂｏｌｓｏｓ ｏ ｒｅｓｏｌｖｅｒ ｄｕｄａｓ ｓｏｂｒｅ ｖｕｅｌｏｓ． Ｌｏｓ ａｇｅｎｔｅｓ ｄｉｓｐｏｎｉｂｌｅｓ ｔｅ ａｔｅｎｄｅｒáｎ ｅｎ ｅｓｐａñｏｌ ｐａｒａ ｑｕｅ ｐｕｅｄａｓ ｒｅｓｏｌｖｅｒ ｔｏｄｏ ｆáｃｉｌｍｅｎｔｅ． Ｍａｒｃａ ＋１－８０８－４７０－７１０７ ｐａｒａ ａｓｉｓｔｅｎｃｉａ ｒáｐｉｄａ． ¿Ｑｕé ｈｏｒａｒｉｏ ｔｉｅｎｅ ｌａ ａｔｅｎｃｉóｎ ｄｅ Ｕｎｉｔｅｄ ｅｎ Ｐｕｅｒｔｏ Ｒｉｃｏ？
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