sunnysong14
Researcher in Machine Learning and its applications to (e.g.) Software Engineering
Southern University of Science and TechnologyChina
Pinned Repositories
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
EC-2023-Spring-SUSTech
git_test1
git_test2
git_test3
HumLa-fse2023
HumLa: A practical human labeling method for online JIT-SDP
ICA-RAMICA
This repository contains the codes used for the following work: Liyan Song, Shuo Zhou, and Haiping Lu "Direct ICA on Data Tensor via Random Matrix Modeling"
ODaSC-ijcnn2022
PIMD2016
paper ACML'16 [Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA]
SoftwareEffortEstimation
This repository contains the code used for the paper: Liyan Song, Leandro Minku, and Xin Yao. "Software Effort Interval Prediction via Bayesian Inference and Synthetic Bootstrap Resampling", ACM Transactions on Software Engineering Methodology, 28(1):1–46, Februray 2019
sunnysong14's Repositories
sunnysong14/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
sunnysong14/ICA-RAMICA
This repository contains the codes used for the following work: Liyan Song, Shuo Zhou, and Haiping Lu "Direct ICA on Data Tensor via Random Matrix Modeling"
sunnysong14/HumLa-fse2023
HumLa: A practical human labeling method for online JIT-SDP
sunnysong14/EC-2023-Spring-SUSTech
sunnysong14/ODaSC-ijcnn2022
sunnysong14/PIMD2016
paper ACML'16 [Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA]
sunnysong14/SoftwareEffortEstimation
This repository contains the code used for the paper: Liyan Song, Leandro Minku, and Xin Yao. "Software Effort Interval Prediction via Bayesian Inference and Synthetic Bootstrap Resampling", ACM Transactions on Software Engineering Methodology, 28(1):1–46, Februray 2019
sunnysong14/git_test1
sunnysong14/git_test2
sunnysong14/git_test3
sunnysong14/jit-sdp-data
Data used in JIT-SDP
sunnysong14/jit-sdp-retrospective-pf-validity
the paper entitled "On the Validity of Retrospective Predictive Performance Evaluation Procedures in Just-In-Time Software Defect Prediction"
sunnysong14/numpy_exercises
Numpy exercises.
sunnysong14/rust
Empowering everyone to build reliable and efficient software.
sunnysong14/scikit-learn
scikit-learn: machine learning in Python
sunnysong14/scikit-multiflow
A machine learning package for streaming data in Python. The other ancestor of River.
sunnysong14/sunnysong14.github.io
sunnysong14/tstCmts