Search Results for author: John McCall

Found 3 papers, 0 papers with code

An Application of a Multivariate Estimation of Distribution Algorithm to Cancer Chemotherapy

no code implementations17 May 2022 Alexander Brownlee, Martin Pelikan, John McCall, Andrei Petrovski

We hypothesise that this is caused by the more sophisticated algorithm being impeded by the large number of interactions in the problem which are unnecessary for its solution.

Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for polyp localisation

no code implementations10 Apr 2021 Truong Dang, Thanh Nguyen, John McCall, Alan Wee-Chung Liew

Based on an observation that different segmentation algorithms will perform well on different subsets of examples because of the nature and size of training sets they have been exposed to and because of method-intrinsic factors, we propose to measure the confidence in the prediction of each algorithm and then use an associate threshold to determine whether the confidence is acceptable or not.

Ensemble Learning Image Segmentation +2

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