Lorenzo Perini (Lorenzo-Perini)

Lorenzo-Perini

Geek Repo

Company:KU Leuven

Location:Leuven

Home Page:https://people.cs.kuleuven.be/~lorenzo.perini/

Twitter:@LorenzoPerini95

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Lorenzo Perini's repositories

Active_PU_Learning

Class Prior Estimation in Active Positive and Unlabeled Learning

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:15Issues:0Issues:0

Confidence_AD

Estimation of the confidence measure for anomaly detectors, as explained in the paper "Quantifying the Confidence of Anomaly Detectors in Their Example-Wise Predictions" (ECML-PKDD 2020).

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:12Issues:2Issues:1
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TransferContamination

Code and supplementary material of the paper "Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity", AAAI22.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:4Issues:0Issues:0

GammaGMM

Implementation of the methodology proposed by the paper "Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection".

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StabilityRankings_AD

A Ranking Stability Measure for Quantifying the Robustness of Anomaly Detection Methods

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:3Issues:2Issues:0

Ballad

Implementation of the method BALLAD, published at the workshop UDM23 @ AAAI.

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pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

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ALBA-paper

Code repository for the ECML-PKDD 2022 paper "Multi-domain Active Learning for Semi-supervised Anomaly Detection"

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pythresh

Outlier Detection Thresholding

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website

This is my website

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