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Gel, Yulia R
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1

Learning Power Grid Outages With Higher-Order Topological N..:

Chen, Yuzhou ; Jacob, Roshni Anna ; Gel, Yulia R...
IEEE Transactions on Power Systems.  39 (2024)  1 - p. 720-732 , 2024
Link: https://doi.org/10.1109/..
 
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2

Real-time outage management in active distribution networks..:

Jacob, Roshni Anna ; Paul, Steve ; Chowdhury, Souma..
Nature Communications.  15 (2024)  1 - p. , 2024
Link: https://doi.org/10.1038/..
 
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3

A simplicial epidemic model for COVID-19 spread analysis:

Chen, Yuzhou ; Gel, Yulia R. ; Marathe, Madhav V..
Proceedings of the National Academy of Sciences.  121 (2023)  1 - p. , 2023
Link: https://doi.org/10.1073/..
 
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4

Multivariate Modeling of Precipitation-Induced Home Insuran..:

Dey, Asim K. ; Lyubchich, Vyacheslav ; Gel, Yulia R.
Journal of Agricultural, Biological and Environmental Statistics.  29 (2023)  1 - p. 36-55 , 2023
Link: https://doi.org/10.1007/..
 
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5

H$$^2$$-Nets: Hyper-hodge Convolutional Neural Networks for..:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Chen, Yuzhou ; Jiang, Tian ; Gel, Yulia R. - p. 271-289 , 2023
Link: https://doi.org/10.1007/..
 
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6

From Delaunay triangulation to topological data analysis: g..:

Dey, Asim K ; Young, Stephen J ; Gel, Yulia R
Journal of the Royal Statistical Society Series A: Statistics in Society.  186 (2023)  3 - p. 335-354 , 2023
Link: https://doi.org/10.1093/..
 
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7

TopoAttn-Nets: Topological Attention in Graph Representatio..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Chen, Yuzhou ; Sizikova, Elena ; Gel, Yulia R. - p. 309-325 , 2023
Link: https://doi.org/10.1007/..
 
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8

Fragile Earth: AI for Climate Sustainability - From Wildfir..:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Abe, Naoki ; Buckingham, Kathleen ; Chen, Yuzhou... - p. 5845-5846 , 2023
Link: https://dl.acm.org/doi/1..
 
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9

Topological Graph Convolutional Networks Solutions for Powe..:

, In: Advances in Knowledge Discovery and Data Mining; Lecture Notes in Computer Science,
Chen, Yuzhou ; Heleno, Miguel ; Moreira, Alexandre. - p. 123-134 , 2023
Link: https://doi.org/10.1007/..
 
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10

Tlife-GDN: Detecting and Forecasting Spatio-Temporal Anomal..:

, In: Advances in Knowledge Discovery and Data Mining; Lecture Notes in Computer Science,
Zhen, Zhiwei ; Chen, Yuzhou ; Segovia-Dominguez, Ignacio. - p. 511-525 , 2022
Link: https://doi.org/10.1007/..
 
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11

Evaluating Distribution System Reliability with Hyperstruct..:

, In: 2022 IEEE International Conference on Big Data (Big Data),
Chen, Yuzhou ; Jiang, Tian ; Heleno, Miguel.. - p. 1793-1800 , 2022
Link: https://doi.org/10.1109/..
 
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12

Reconfiguring Unbalanced Distribution Networks using Reinfo..:

, In: 2022 IEEE Texas Power and Energy Conference (TPEC),
Jacob, Roshni Anna ; Paul, Steve ; Li, Wenyuan... - p. 1-6 , 2022
Link: https://doi.org/10.1109/..
 
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13

TLife-LSTM: Forecasting Future COVID-19 Progression with To..:

, In: Advances in Knowledge Discovery and Data Mining; Lecture Notes in Computer Science,
Segovia-Dominguez, Ignacio ; Zhen, Zhiwei ; Wagh, Rishabh.. - p. 201-212 , 2021
Link: https://doi.org/10.1007/..
 
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14

Nonparametric Anomaly Detection on Time Series of Graphs:

Ofori-Boateng, Dorcas ; Gel, Yulia R. ; Cribben, Ivor
Journal of Computational and Graphical Statistics.  30 (2021)  3 - p. 756-767 , 2021
Link: https://doi.org/10.1080/..
 
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15

Depth-based classification for relational data with multipl..:

Zhang, Xu ; Tian, Yahui ; Guan, Guoyu.
Journal of Multivariate Analysis.  184 (2021)  - p. 104732 , 2021
Link: https://doi.org/10.1016/..
 
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