Academic Editor
Contributions by role
Editor 2
Guojie Xie
School of Economics and Management, Xiamen University of Technology
Summary
Edited Journals
IECE Contributions

Free Access | Research Article | 21 November 2024
Enhancing Energy Performance in Irish Dwellings: A Machine Learning Approach to Retrofit Interventions
IECE Transactions on Social Statistics and Computing | Volume 1, Issue 4: 89-101, 2024 | DOI:10.62762/TSSC.2024.898106
Abstract
This research investigates the impact of retrofit interventions on the energy performance of domestic buildings in Ireland using predictive machine learning (ML) models. The study applies machine learning models to classify Building Energy Rating (BER) for dwellings in County Dublin Ireland. Keeping the focus on selecting features in a highly correlated dataset, the study predicts energy ratings with an accuracy of 69 percent. Light Gradient Boosting Machine Classifier is observed for best performance among twenty plus ML models applied for prediction. The study also performs retrofit experiments on dwelling features and evaluate their effectiveness towards improving the energy performance o... More >

Graphical Abstract
Enhancing Energy Performance in Irish Dwellings: A Machine Learning Approach to Retrofit Interventions

Free Access | Research Article | 30 September 2024
The Role of “Reintegrative Shaming” in Juvenile Criminal Justice
IECE Transactions on Social Statistics and Computing | Volume 1, Issue 3: 83-88, 2024 | DOI:10.62762/TSSC.2024.909972
Abstract
Taking China as an example, “Reintegrative Shaming” can provide new ideas for the progress of juvenile criminal justice, especially educational correction. Although “Reintegrative Shaming” is often regarded as a philosophy of law, it is not only a theory but also a feasible method under the verification of psychology. Because the emotional experience of shame has a moderating effect on the behavioral habits of minors, appropriate forgiveness can avoid the negative effects of excessive shame. In order to effectively apply “Reintegrative Shaming” in juvenile criminal justice, it is also necessary to rationalize the conduct of persuasive sessions and to give due consideration to the... More >

Graphical Abstract
The Role of “Reintegrative Shaming” in Juvenile Criminal Justice