Yunzhe Jia

According to our database, Yunzhe Jia authored at least 9 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

teex: A toolbox for the evaluation of explanations.

Jesus Antonanzas, Yunzhe Jia, Eibe Frank, Albert Bifet, Bernhard Pfahringer

Neurocomputing, October, 2023

2022

A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal.

Yaqian Zhang, Bernhard Pfahringer, Eibe Frank, Albert Bifet, Nick Jin Sean Lim, Yunzhe Jia

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Studying and Exploiting the Relationship Between Model Accuracy and Explanation Quality.

Yunzhe Jia, Eibe Frank, Bernhard Pfahringer, Albert Bifet, Nick Jin Sean Lim

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020

Exploiting patterns to explain individual predictions.

Yunzhe Jia, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, Xingjun Ma

Knowl. Inf. Syst., 2020

Metric Learning Based Fine-Grained Classification for PolSAR Imagery.

Jun Ni, Yunzhe Jia, Qiang Yin, Yongsheng Zhou, Fan Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Pattern Aided Explainable Machine Learning.

Yunzhe Jia

PhD thesis, 2019

Improving the Quality of Explanations with Local Embedding Perturbations.

Yunzhe Jia, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, Michael E. Houle

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2016

Accelerating Online CP Decompositions for Higher Order Tensors.

Shuo Zhou, Xuan Vinh Nguyen, James Bailey, Yunzhe Jia, Ian Davidson

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2014

A Real-Time Hand Gesture Recognition Approach Based on Motion Features of Feature Points.

Yingying She, Qian Wang, Yunzhe Jia, Ting Gu, Qun He, Baorong Yang

Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014