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Name: Leandro Minku
Type: User
Company: University of Birmingham
Location: UK
Name: Leandro Minku
Type: User
Company: University of Birmingham
Location: UK
Matlab code to perform A12 effect size
Ingests and analyzes a code repository.
This repository contains the codes and temporary results used for the analyses for the paper: Liyan Song and Leandro Minku. "A Procedure to Continuously Evaluate Predictive Performance of Just-In-Time Software Defect Prediction Models During Software Development", IEEE Transactions on Software Engineering, 2022
Software Engineering Analytics research at University of Wollongong (SEA@UOW)
Main repo for ICSE'20 artifacts track
MOA compatible imbalanced data stream generator, as described in "The impact of data difficulty factors on classification of imbalanced and concept drifting data streams".
JIT-SDP with neural networks
Melanie is an online ensemble method which can transfer knowledge between multiple data streaming sources in non-stationary environments.
OATES code used in the PROMISE 2021 paper "Multi-Stream Online Transfer Learning For Software Effort Estimation -- Is It Necessary?" by Leandro Minku.
The implementation of Synthetic Minority Oversampling based on stream Clustering (SMOClust)
Code used for the paper MINKU, L. L.; SUDHOLT, D.; YAO, X. . "Improved Evolutionary Algorithm Design for the Project Scheduling Problem Based on Runtime Analysis", IEEE Transactions on Software Engineering, IEEE, v. 40, n. 1, p. 83-102, January 2014.
The multi-class version of Oversampling and Undersampling Online Bagging for class imbalanced data stream learning. It can be applied both to multi-class and binary classification problems.
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