Search Results for author: Christopher Holder

Found 5 papers, 2 papers with code

Rock the KASBA: Blazingly Fast and Accurate Time Series Clustering

no code implementations26 Nov 2024 Christopher Holder, Anthony Bagnall

Among these, time series clustering (TSCL) stands out as one of the most popular machine learning tasks.

Anomaly Detection Clustering +2

On time series clustering with k-means

no code implementations18 Oct 2024 Christopher Holder, Anthony Bagnall, Jason Lines

There is a long history of research into time series clustering using distance-based partitional clustering.

Attribute Clustering +2

Camera Bias in a Fine Grained Classification Task

no code implementations16 Jul 2020 Philip T. Jackson, Stephen Bonner, Ning Jia, Christopher Holder, Jon Stonehouse, Boguslaw Obara

We show that correlations between the camera used to acquire an image and the class label of that image can be exploited by convolutional neural networks (CNN), resulting in a model that "cheats" at an image classification task by recognizing which camera took the image and inferring the class label from the camera.

Classification General Classification +1

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