J. Gerald Quirk

21 papers Misc 12Journal 1Unranked 8

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes. EUSIPCO Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2022	Misc	`conf`	Boost Ensemble Learning for Classification of CTG SIGNALS. ICASSP Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2022	—	`conf`	Characterizing Fetal Heart Rate From A State Space Perspective. EUSIPCO Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2022	Misc	`conf`	Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis. ICASSP Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2022	Misc	`conf`	Unsupervised Clustering and Analysis of Contraction-Dependent Fetal Heart Rate Segments. ICASSP Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2021	Misc	`conf`	Class-Imbalanced Classifiers Using Ensembles of Gaussian Processes And Gaussian Process Latent Variable Models. ICASSP Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2021	Misc	`conf`	Identification of Uterine Contractions by An Ensemble of Gaussian Processes. ICASSP Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2021	—	`conf`	Unsupervised Detection of Anomalies in Fetal Heart Rate Tracings using Phase Space Reconstruction. EUSIPCO Liu Yang, Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2020	Misc	`conf`	Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes. ICASSP Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2020	—	`conf`	Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric
2019	Misc	`conf`	Detecting Causality using Deep Gaussian Processes. ACSSC Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2019	—	`conf`	Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. CAMSAP Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2019	Misc	`conf`	Inference about Causality from Cardiotocography Signals Using Gaussian Processes. ICASSP Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2017	Misc	`conf`	Analysis of fetal heart rate series by nonparametric hidden Markov models. ACSSC Kezi Yu, J. Gerald Quirk, Petar M. Djuric
2017	Misc	`conf`	Fetal heart rate classification by non-parametric Bayesian methods. ICASSP Kezi Yu, J. Gerald Quirk, Petar M. Djuric
2017	—	`conf`	Recovery of missing samples in fetal heart rate recordings with Gaussian processes. EUSIPCO Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2016	Misc	`conf`	Fetal heart rate analysis by hierarchical dirichlet process mixture models. ICASSP Kezi Yu, J. Gerald Quirk, Petar M. Djuric
2014	J	`jnl`	Fetal Heart Rate Classification Using Generative Models. IEEE Trans. Biomed. Eng. Shishir Dash, J. Gerald Quirk, Petar M. Djuric
2012	Misc	`conf`	Classification of fetal heart rate series. ICASSP Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric
2012	—	`conf`	Learning dependencies among fetal heart rate features using Bayesian networks. EMBC Shishir Dash, J. Gerald Quirk, Petar M. Djuric
2011	—	`conf`	Implementation of NICHD diagnostic criteria for feature extraction and classification of fetal heart rate signals. ACSCC Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric