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2020 – today
- 2024
[j7]Shuyin Xia
, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem:
An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5319-5331 (2024)- 2023
- [j6]Shuyin Xia, Xinyu Bai, Guoyin Wang, Yunlong Cheng, Deyu Meng, Xinbo Gao, Yujia Zhai, Elisabeth Giem:
An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation. IEEE Trans. Knowl. Data Eng. 35(8): 7724-7735 (2023) - [j5]Shuyin Xia, Shulin Wu, Xinxing Chen, Guoyin Wang, Xinbo Gao, Qinghua Zhang, Elisabeth Giem, Zizhong Chen:
GRRS: Accurate and Efficient Neighborhood Rough Set for Feature Selection. IEEE Trans. Knowl. Data Eng. 35(9): 9281-9294 (2023) - [j4]Yujia Zhai, Elisabeth Giem, Kai Zhao, Jinyang Liu, Jiajun Huang, Bryan M. Wong, Christian R. Shelton, Zizhong Chen:
FT-BLAS: A Fault Tolerant High Performance BLAS Implementation on x86 CPUs. IEEE Trans. Parallel Distributed Syst. 34(12): 3207-3223 (2023) - 2022
- [j3]Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Elisabeth Giem, Wei Wei, Zizhong Chen:
Ball $k$k-Means: Fast Adaptive Clustering With No Bounds. IEEE Trans. Pattern Anal. Mach. Intell. 44(1): 87-99 (2022) - [j2]Shuyin Xia, Hao Zhang, Wenhua Li, Guoyin Wang, Elisabeth Giem, Zizhong Chen:
GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification. IEEE Trans. Knowl. Data Eng. 34(3): 1231-1242 (2022) - [j1]Shuyin Xia, Baiyun Chen, Guoyin Wang, Yong Zheng, Xinbo Gao, Elisabeth Giem, Zizhong Chen:
mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework. IEEE Trans. Neural Networks Learn. Syst. 33(7): 2916-2930 (2022) - [c3]Matthew Whitlock, Nicolas M. Morales, George Bosilca, Aurelien Bouteiller, Bogdan Nicolae, Keita Teranishi, Elisabeth Giem, Vivek Sarkar:
Integrating process, control-flow, and data resiliency layers using a hybrid Fenix/Kokkos approach. CLUSTER 2022: 418-428 - [i5]Shuyin Xia, Xinyu Bai, Guoyin Wang, Deyu Meng, Xinbo Gao, Zizhong Chen, Elisabeth Giem:
An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation. CoRR abs/2201.00436 (2022) - [i4]Shuyin Xia, Cheng Wang, Guoying Wang, Xinbo Gao, Elisabeth Giem, JianHang Yu:
GBRS: An Unified Model of Pawlak Rough Set and Neighborhood Rough Set. CoRR abs/2201.03349 (2022) - [i3]Shuyin Xia, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem:
An Efficient and Adaptive Granular-ball Generation Method in Classification Problem. CoRR abs/2201.04343 (2022) - 2021
- [c2]Yujia Zhai, Elisabeth Giem, Quan Fan, Kai Zhao, Jinyang Liu, Zizhong Chen:
FT-BLAS: a high performance BLAS implementation with online fault tolerance. ICS 2021: 127-138 - [i2]Yujia Zhai, Elisabeth Giem, Quan Fan, Kai Zhao, Jinyang Liu, Zizhong Chen:
FT-BLAS: A High Performance BLAS Implementation With Online Fault Tolerance. CoRR abs/2104.00897 (2021) - 2020
- [i1]Shuyin Xia, Wenhua Li, Guoyin Wang, Xinbo Gao, Changqing Zhang, Elisabeth Giem:
LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection. CoRR abs/2011.00215 (2020)
2010 – 2019
- 2019
- [c1]Sihuan Li, Hongbo Li, Xin Liang, Jieyang Chen, Elisabeth Giem, Kaiming Ouyang, Kai Zhao, Sheng Di, Franck Cappello, Zizhong Chen:
FT-iSort: efficient fault tolerance for introsort. SC 2019: 71:1-71:17
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