Detection

No Peeking Ahead: Time-Aware Graph Fraud Detection

In my last article , I threw out a number of ideas centered around constructing structured graphs, mainly focused on descriptive or unsupervised exploration of information through graph structures. Nevertheless, once we use graph...

How Do Grayscale Images Affect Visual Anomaly Detection?

Introduction: Why grayscale images might affect anomaly detection. Anomaly detection, grayscale images: Quick recap on the 2 fundamental subjects discussed in this text. Experiment setting: What and the way we compare. Performance results: How grayscale images affect...

Don’t Waste Your Labeled Anomalies: 3 Practical Strategies to Boost Anomaly Detection Performance

algorithms assume you’re working with completely unlabeled data. But in the event you’ve actually worked on these problems, the fact is commonly different. In practice, anomaly detection tasks often include at the very...

Explainable Anomaly Detection with RuleFit: An Intuitive Guide

your anomaly detection results to your stakeholders, the immediate next query is all the time “?”. In practice, simply flagging an anomaly isn't enough. Understanding  is crucial to determining one of the best next motion....

An anomaly detection framework anyone can use

Sarah Alnegheimish’s research interests reside on the intersection of machine learning and...

NIA-TTA, LLM Learning Data ‘Hazardous Expression Detection Model’ AI Hub Opened

The Korea Intelligence Information Society Promotion Agency (NIA, Director Hwang Jong -sung) and the Korea Information and Communication Technology Association (TTA, Chairman Son Seung -hyun) announced on the 14th that they've released 'AI Hub'...

How AI Agents Are Reshaping Security and Fraud Detection within the Business World

Fraud and cybersecurity threats are escalating at an alarming rate. Businesses lose an estimated 5% of their annual revenue to fraud. The digital transformation of economic services, e-commerce, and enterprise security has created recent...

Custom Training Pipeline for Object Detection Models

What if you desire to write the entire object detection training pipeline from scratch, so you possibly can understand each step and give you the option to customize it? That’s what I got down...

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