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Xia, Kelin
217
results:
Search for persons
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Online (217)
Mediatypes
Articles (Online) (109)
Bookchapter (Online) (1)
OpenAccess-fulltext (107)
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1
Geometric data analysis-based machine learning for two-dime..:
Hu, Chuan-Shen
;
Mayengbam, Rishikanta
;
Wu, Min-Chun
..
Communications Materials. 5 (2024) 1 - p. , 2024
Link:
https://doi.org/10.1038/..
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2
Integration of persistent Laplacian and pre-trained transfo..:
Wee, JunJie
;
Chen, Jiahui
;
Xia, Kelin
.
Computers in Biology and Medicine. 169 (2024) - p. 107918 , 2024
Link:
https://doi.org/10.1016/..
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3
Curvature-enhanced graph convolutional network for biomolec..:
Shen, Cong
;
Ding, Pingjian
;
Wee, Junjie
...
Computational and Structural Biotechnology Journal. 23 (2024) - p. 1016-1025 , 2024
Link:
https://doi.org/10.1016/..
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4
Structure-Based Multilevel Descriptors for High-throughput ..:
Deng, Siyan
;
Chen, Chao
;
Li, Ke
...
The Journal of Physical Chemistry B. 127 (2023) 46 - p. 10077-10087 , 2023
Link:
https://doi.org/10.1021/..
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5
Persistent Tor-algebra for protein–protein interaction anal..:
Liu, Xiang
;
Feng, Huitao
;
Lü, Zhi
.
Briefings in Bioinformatics. 24 (2023) 2 - p. , 2023
Link:
https://doi.org/10.1093/..
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6
Laplacian Spectra of Persistent Structures in Taiwan, Singa..:
Yen, Peter Tsung-Wen
;
Xia, Kelin
;
Cheong, Siew Ann
Entropy. 25 (2023) 6 - p. 846 , 2023
Link:
https://doi.org/10.3390/..
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7
Fingerprint-Enhanced Graph Attention Network (FinGAT) Model..:
Choo, Hou Yee
;
Wee, JunJie
;
Shen, Cong
.
Journal of Chemical Information and Modeling. 63 (2023) 10 - p. 2928-2935 , 2023
Link:
https://doi.org/10.1021/..
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8
Persistent Dirac for molecular representation:
Wee, Junjie
;
Bianconi, Ginestra
;
Xia, Kelin
Scientific Reports. 13 (2023) 1 - p. , 2023
Link:
https://doi.org/10.1038/..
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9
Multiscale Topological Indices for the Quantitative Predict..:
Bi, Jialin
;
Wee, JunJie
;
Liu, Xiang
...
Journal of Chemical Information and Modeling. 63 (2023) 13 - p. 4216-4227 , 2023
Link:
https://doi.org/10.1021/..
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10
Molecular geometric deep learning:
Shen, Cong
;
Luo, Jiawei
;
Xia, Kelin
Cell Reports Methods. 3 (2023) 11 - p. 100621 , 2023
Link:
https://doi.org/10.1016/..
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11
Dowker complex based machine learning (DCML) models for pro..:
Liu, Xiang
;
Feng, Huitao
;
Wu, Jie
..
PLOS Computational Biology. 18 (2022) 4 - p. e1009943 , 2022
Link:
https://doi.org/10.1371/..
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12
Persistent spectral based ensemble learning (PerSpect-EL) f..:
Wee, JunJie
;
Xia, Kelin
Briefings in Bioinformatics. 23 (2022) 2 - p. , 2022
Link:
https://doi.org/10.1093/..
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13
Topological feature engineering for machine learning based ..:
Anand, D. Vijay
;
Xu, Qiang
;
Wee, JunJie
..
npj Computational Materials. 8 (2022) 1 - p. , 2022
Link:
https://doi.org/10.1038/..
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14
Where Nanosensors Meet Machine Learning: Prospects and Chal..:
Leong, Yong Xiang
;
Tan, Emily Xi
;
Leong, Shi Xuan
...
ACS Nano. 16 (2022) 9 - p. 13279-13293 , 2022
Link:
https://doi.org/10.1021/..
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15
Hodge theory-based biomolecular data analysis:
Wei, Ronald Koh Joon
;
Wee, Junjie
;
Laurent, Valerie Evangelin
.
Scientific Reports. 12 (2022) 1 - p. , 2022
Link:
https://doi.org/10.1038/..
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