RETINA Lab
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CRAN Task View: Anomaly Detection with R

Description: This CRAN Task View provides a comprehensive list of R packages for anomaly detection.

Keywords: Anomaly Detection, R Language

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Anomaly Detection in Image Streams With Explainable AI

Description: An explainable, semi-supervised framework for detecting anomalies in image streams.

Keywords: Anomaly Detection, Explainable AI, Environmental Monitoring, Disaster Detection

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Anomaly Detection in Time Series Data Using Generative Modeling

Description: A Meta-Learning-Based Ensemble Framework for Anomaly Detection in Tabular Time-Series Data.

Keywords: Anomaly Detection

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AI-Driven Flood Prediction and Early Warning System

Description: Flood Prediction and Early Warning System using Geographical and Temporal Data Integration.

Keywords: Flood prediction, spatio-temporal analysis, Data management automation, Threshold optimization

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COVID-19 and Online Learning Tools

Description: Analyzing Web Search Behavior for Distance Learning Solutions During and Post the COVID-19 Pandemic.

Keywords: Anomaly Detection, COVID-19, Distance Education

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Duplicate Image Detection in Large-Scale Image Databases

Description: Framework for detecting and visualizing duplicate images across large and diverse image database.

Keywords: Duplicate Detection, Coarse-to-Fine, Hash-method, CNN, Transformers

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Detecting Class Overlapping Regions in Multidimensional Data

Description: Tool for Detecting and visualizing class overlapping regions in multidimensional data.

Keywords: Class overlapping problem, Multidimensional tabular data, R programming language

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