Anomaly-based Detection
Anomaly-based detection is a technique used in data science and artificial intelligence to identify unusual patterns or behaviors in data that deviate from the norm. It involves creating a baseline of normal behavior and then monitoring data for any deviations from this baseline. Anomaly-based detection is commonly used in fraud detection, network intrusion detection, and system health monitoring. It can be implemented using various machine learning algorithms such as clustering, classification, and regression. Anomaly-based detection can be supervised or unsupervised, depending on whether labeled data is available for training. In supervised learning, the algorithm is trained on labeled data to identify anomalies, while in unsupervised learning, the algorithm identifies anomalies without prior knowledge of what constitutes an anomaly.
Your Previous Searches
Random Picks
- Data Quality Issues: Data Quality Issues refer to problems or inconsistencies in data that affect its accuracy, completeness, consistency, and reliability. These issues can arise from various sources such as human error, system errors, data entry errors, data i ... Read More >>
- Non-volatile Memory: Non-volatile memory (NVM) is a type of computer memory that can retain stored information even after power is turned off. NVM is used in applications where persistent storage is required, such as in solid-state drives (SSDs), USB flash driv ... Read More >>
- Kernel Density Estimate: Kernel Density Estimate (KDE) is a non-parametric method used to estimate the probability density function of a random variable. It is a way to estimate the probability density function of a continuous random variable based on a finite data ... Read More >>
Top News
World awaits Nvidia earnings report, more on Jaguar's new moves...
Artificial intelligence chip maker Nvidia will announce its latest earnings as investors anxiously await good news. Also, Jaguar is targeting younger buyers as it prepares to release more details on i...
News Source: CBS News on 2024-11-20
US gathers allies to talk AI safety, Trump's vow to undo Biden's AI policy overs...
President-elect Donald Trump has vowed to repeal President Joe Biden’s signature artificial intelligence policy when he returns to the White House for a second term...
News Source: ABC News on 2024-11-20
Elon Musk asked people to upload their medical data to X so his AI company could...
Health care experts are worried about Grok’s potential to breach patient privacy....
News Source: Fortune on 2024-11-20
Bitcoin billionaire Barry Silbert talks about his next big bet—on ‘decentral...
Silbert will be CEO of Yuma, a new DCG subsidiary focused on the AI ecosystem tied to Bittensor blockchain....
News Source: Fortune on 2024-11-20
Chief transformation officers join the C-suite to drive innovation at speed...
Companies are grappling with a faster pace of innovation. The chief transformation officer can help across the organization....
News Source: Business Insider on 2024-11-20