Cassandra Heiselman

12 papers Misc 5Journal 1Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Fetal Well-Being Prediction with One-Class Gaussian Process Anomaly Detection. EUSIPCO Taraneh G. Azarnir, Cassandra Heiselman, Petar M. Djuric
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	—	`conf`	Bayesian Nonparametric Dimensionality Reduction of Categorical Data for Predicting Severity of COVID-19 in Pregnant Women. EUSIPCO Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, 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	—	`conf`	Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric
2020	J	`jnl`	GP-LVM of categorical data from test-positive COVID-19 pregnant women. CoRR Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric