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Journal Articles
- 2024
[j4]Kurt Butler
, Guanchao Feng, Petar M. Djuric:
Measuring Strength of Joint Causal Effects. IEEE Trans. Signal Process. 72: 2739-2750 (2024)- 2023
- [j3]Kurt Butler, Guanchao Feng, Petar M. Djuric:
On Causal Discovery With Convergent Cross Mapping. IEEE Trans. Signal Process. 71: 2595-2607 (2023) - 2022
- [j2]Kurt Butler, Guanchao Feng, Petar M. Djuric:
A Differential Measure of the Strength of Causation. IEEE Signal Process. Lett. 29: 2208-2212 (2022) - 2021
- [j1]Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric:
Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes. IEEE J. Biomed. Health Informatics 25(7): 2487-2496 (2021)
Conference and Workshop Papers
- 2024
- [c13]Tong Chen, Guanchao Feng, Petar M. Djuric:
Improving Open-Set Recognition with Bayesian Metric Learning. ICASSP 2024: 6185-6189 - 2023
- [c12]Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes. EUSIPCO 2023: 1155-1159 - 2022
- [c11]Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Characterizing Fetal Heart Rate From A State Space Perspective. EUSIPCO 2022: 1248-1252 - [c10]Kurt Butler, Guanchao Feng, Charles B. Mikell, Sima Mofakham, Petar M. Djuric:
Predicting Latent States of Dynamical Systems With State-Space Reconstruction and Gaussian Processes. EUSIPCO 2022: 2216-2220 - [c9]Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis. ICASSP 2022: 1326-1330 - 2020
- [c8]Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric:
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO 2020: 1080-1084 - [c7]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes. ICASSP 2020: 1309-1313 - [c6]Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric:
Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes. ICASSP 2020: 3692-3696 - 2019
- [c5]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Detecting Causality using Deep Gaussian Processes. ACSSC 2019: 472-476 - [c4]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. CAMSAP 2019: 381-385 - [c3]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Inference about Causality from Cardiotocography Signals Using Gaussian Processes. ICASSP 2019: 2852-2856 - [c2]Milutin Stanacevic, Yasha Karimi, Guanchao Feng, Jihoon Ryoo, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric:
RF-based Analytics Generated by Tag-to-tag Networks. ICASSP 2019: 8404-8408 - 2017
- [c1]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Recovery of missing samples in fetal heart rate recordings with Gaussian processes. EUSIPCO 2017: 261-265
Informal and Other Publications
- 2024
- [i2]Kurt Butler, Guanchao Feng, Petar M. Djuric:
Explainable Learning with Gaussian Processes. CoRR abs/2403.07072 (2024) - [i1]Guanchao Feng, Dhruv Desai, Stefano Pasquali, Dhagash Mehta:
Open Set Recognition for Random Forest. CoRR abs/2408.02684 (2024)
Coauthor Index
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