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a12-effect-size

Matlab code to perform A12 effect size

commitguru-chinese

Ingests and analyzes a code repository.

continualperformancevaliditytse2022

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

datasets

Software Engineering Analytics research at University of Wollongong (SEA@UOW)

icse20

Main repo for ICSE'20 artifacts track

imbalanced-stream-generator

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-online-vs-offline

JIT-SDP with neural networks

marline

melanie

Melanie is an online ensemble method which can transfer knowledge between multiple data streaming sources in non-stationary environments.

oates

OATES code used in the PROMISE 2021 paper "Multi-Stream Online Transfer Learning For Software Effort Estimation -- Is It Necessary?" by Leandro Minku.

smoclust

The implementation of Synthetic Minority Oversampling based on stream Clustering (SMOClust)

softwareprojectscheduling

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.

uob-oob-multiclass

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.