Search Results for author: Jonathan Garibaldi

Found 4 papers, 3 papers with code

SoftED: Metrics for Soft Evaluation of Time Series Event Detection

1 code implementation2 Apr 2023 Rebecca Salles, Janio Lima, Rafaelli Coutinho, Esther Pacitti, Florent Masseglia, Reza Akbarinia, Chao Chen, Jonathan Garibaldi, Fabio Porto, Eduardo Ogasawara

They improved event detection evaluation by associating events and their representative detections, incorporating temporal tolerance in over 36\% of experiments compared to the usual classification metrics.

Event Detection Time Series

DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation

1 code implementation28 Apr 2020 Mina Jafari, Dorothee Auer, Susan Francis, Jonathan Garibaldi, Xin Chen

In comparison with ResNet-based, DenseNet-based and attention network (AttnNet) based methods within the same encoder-decoder network structure, our method achieves significantly higher segmentation accuracy with fewer number of model parameters than DenseNet and AttnNet.

Image Segmentation Lesion Segmentation +3

Personalising Mobile Advertising Based on Users Installed Apps

no code implementations24 Feb 2015 Jenna Reps, Uwe Aickelin, Jonathan Garibaldi, Chris Damski

The results showed there were clear differences in the way the profiles interact with the different advert genres and the results of this paper suggest that mobile advert targeting would improve the frequency that users interact with an advert.

Clustering Dimensionality Reduction

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