| Ollivier-ricci curvature-based method to community detection in complex networks J Sia, E Jonckheere, P Bogdan Scientific reports 9 (1), 9800, 2019 | 130 | 2019 |
| PMU change point detection of imminent voltage collapse and stealthy attacks J Sia, E Jonckheere, L Shalalfeh, P Bogdan 2018 IEEE Conference on Decision and Control (CDC), 6812-6817, 2018 | 17 | 2018 |
| Inferring functional communities from partially observed biological networks exploiting geometric topology and side information J Sia, W Zhang, E Jonckheere, D Cook, P Bogdan Scientific Reports 12 (1), 10883, 2022 | 13 | 2022 |
| A unified approach of detecting phase transition in time-varying complex networks MR Znaidi, J Sia, S Ronquist, I Rajapakse, E Jonckheere, P Bogdan Scientific reports 13 (1), 17948, 2023 | 7 | 2023 |
| Ollivier-Ricci curvature-based method to community detection in complex networks. Sci. Rep. 9, 9800 J Sia, E Jonckheere, P Bogdan | 6 | 2019 |
| Phasor measurement unit change-point detection of frequency hurst exponent anomaly with time-to-event J Sia, EA Jonckheere, L Shalalfeh, P Bogdan IEEE Transactions on Dependable and Secure Computing 21 (2), 819-827, 2023 | 4 | 2023 |
| Machine learning general transcriptional predictors of plant disease J Sia, W Zhang, M Cheng, P Bogdan, DE Cook bioRxiv, 2023.08. 30.555529, 2023 | 2 | 2023 |
| Stochastic calculus of change point detection with time-to-event J Sia, E Jonckheere, L Shalalfeh, P Bogdan Los Angeles, CA: University of Southern California, 2022 | 1 | 2022 |
| Machine learning‐based identification of general transcriptional predictors for plant disease J Sia, W Zhang, M Cheng, P Bogdan, DE Cook New Phytologist 245 (2), 785-806, 2025 | | 2025 |
| Analyzing neural network robustness using graph curvature S Tan, J Sia, P Bogdan, R Ivanov 2024 International Conference on Assured Autonomy (ICAA), 110-113, 2024 | | 2024 |
| Robust Learning Under Label Noise by Optimizing the Tails of the Loss Distribution V Balaban, J Sia, P Bogdan 2023 International Conference on Machine Learning and Applications (ICMLA …, 2023 | | 2023 |
