Search Results for author: Gereziher Adhane

Found 3 papers, 1 papers with code

ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks

1 code implementation2 Mar 2022 Mohammad Mahdi Dehshibi, Mona Ashtari-Majlan, Gereziher Adhane, David Masip

To this end, we propose using adaptive bandwidth kernel density estimation to assign a relevance score to each unit of the feature map with respect to the predicted class.

Density Estimation Image Classification

A deep convolutional neural network for classification of Aedes albopictus mosquitoes

no code implementations29 Oct 2021 Gereziher Adhane, Mohammad Mahdi Dehshibi, David Masip

Monitoring the spread of disease-carrying mosquitoes is a first and necessary step to control severe diseases such as dengue, chikungunya, Zika or yellow fever.

Classification Explainable Models +1

On the use of uncertainty in classifying Aedes Albopictus mosquitoes

no code implementations29 Oct 2021 Gereziher Adhane, Mohammad Mahdi Dehshibi, David Masip

The estimated uncertainty was also used in an active learning framework, where just a portion of the data from large training sets was manually labelled.

Active Learning

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