Elisabeth Giem

According to our database, Elisabeth Giem authored at least 13 papers between 2019 and 2024.

Collaborative distances:

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

2024

An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem.

Shuyin Xia, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem

IEEE Trans. Neural Networks Learn. Syst., April, 2024

2023

FT-BLAS: A Fault Tolerant High Performance BLAS Implementation on x86 CPUs.

Yujia Zhai, Elisabeth Giem, Kai Zhao, Jinyang Liu, Jiajun Huang, Bryan M. Wong, Christian R. Shelton, Zizhong Chen

IEEE Trans. Parallel Distributed Syst., December, 2023

GRRS: Accurate and Efficient Neighborhood Rough Set for Feature Selection.

Shuyin Xia, Shulin Wu, Xinxing Chen, Guoyin Wang, Xinbo Gao, Qinghua Zhang, Elisabeth Giem, Zizhong Chen

IEEE Trans. Knowl. Data Eng., September, 2023

An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation.

Shuyin Xia, Xinyu Bai, Guoyin Wang, Yunlong Cheng, Deyu Meng, Xinbo Gao, Yujia Zhai, Elisabeth Giem

IEEE Trans. Knowl. Data Eng., August, 2023

2022

mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework.

Shuyin Xia, Baiyun Chen, Guoyin Wang, Yong Zheng, Xinbo Gao, Elisabeth Giem, Zizhong Chen

IEEE Trans. Neural Networks Learn. Syst., 2022

GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification.

Shuyin Xia, Hao Zhang, Wenhua Li, Guoyin Wang, Elisabeth Giem, Zizhong Chen

IEEE Trans. Knowl. Data Eng., 2022

Ball $k$k-Means: Fast Adaptive Clustering With No Bounds.

Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Elisabeth Giem, Wei Wei, Zizhong Chen

IEEE Trans. Pattern Anal. Mach. Intell., 2022

GBRS: An Unified Model of Pawlak Rough Set and Neighborhood Rough Set.

Shuyin Xia, Cheng Wang, Guoying Wang, Xinbo Gao, Elisabeth Giem, JianHang Yu

CoRR, 2022

An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation.

Shuyin Xia, Xinyu Bai, Guoyin Wang, Deyu Meng, Xinbo Gao, Zizhong Chen, Elisabeth Giem

CoRR, 2022

Integrating process, control-flow, and data resiliency layers using a hybrid Fenix/Kokkos approach.

Matthew Whitlock, Nicolas M. Morales, George Bosilca, Aurelien Bouteiller, Bogdan Nicolae, Keita Teranishi, Elisabeth Giem, Vivek Sarkar

Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021

FT-BLAS: a high performance BLAS implementation with online fault tolerance.

Yujia Zhai, Elisabeth Giem, Quan Fan, Kai Zhao, Jinyang Liu, Zizhong Chen

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

2020

LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection.

Shuyin Xia, Wenhua Li, Guoyin Wang, Xinbo Gao, Changqing Zhang, Elisabeth Giem

CoRR, 2020

2019

FT-iSort: efficient fault tolerance for introsort.

Sihuan Li, Hongbo Li, Xin Liang, Jieyang Chen, Elisabeth Giem, Kaiming Ouyang, Kai Zhao, Sheng Di, Franck Cappello, Zizhong Chen

Proceedings of the International Conference for High Performance Computing, 2019