Farzaneh Khoshnevisan

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 14

Top Topics

Multivariate Time Series

Missing Data Imputation

Top Venues

Publications

Ge Gao, Farzaneh Khoshnevisan, Min Chi
Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit Information for Septic Shock Early Prediction. ICHI (2022)
Ye Mao, Farzaneh Khoshnevisan, Thomas W. Price, Tiffany Barnes, Min Chi
Cross-Lingual Adversarial Domain Adaptation for Novice Programming. AAAI (2022)
Ge Gao, Farzaneh Khoshnevisan, Min Chi
Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit Information for Septic Shock Early Prediction. CoRR (2022)
Farzaneh Khoshnevisan, Min Chi
Unifying Domain Adaptation and Domain Generalization for Robust Prediction Across Minority Racial Groups. ECML/PKDD (1) (2021)
Farzaneh Khoshnevisan, Zhewen Fan, Vitor R. Carvalho
Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection. CoRR (2020)
Farzaneh Khoshnevisan, Min Chi
An Adversarial Domain Separation Framework for Septic Shock Early Prediction Across EHR Systems. CoRR (2020)
Farzaneh Khoshnevisan, Min Chi
An Adversarial Domain Separation Framework for Septic Shock Early Prediction Across EHR Systems. IEEE BigData (2020)
Farzaneh Khoshnevisan, Zhewen Fan
RSM-GAN: A Convolutional Recurrent GAN for Anomaly Detection in Contaminated Seasonal Multivariate Time Series. CoRR (2019)
Ye Mao, Rui Zhi, Farzaneh Khoshnevisan, Thomas W. Price, Tiffany Barnes, Min Chi
One minute is enough: Early Prediction of Student Success and Event-level Difficulty during Novice Programming Tasks. EDM (2019)
Xi Yang, Yeo-Jin Kim, Farzaneh Khoshnevisan, Yuan Zhang, Min Chi
Missing Data Imputation for MIMIC-III using Matrix Decomposition. ICHI (2019)
Ali Jazayeri, Muge Capan, Christopher C. Yang, Farzaneh Khoshnevisan, Min Chi, Ryan Arnold
Network-Based Modeling of Sepsis: Quantification and Evaluation of Simultaneity of Organ Dysfunctions. BCB (2019)
Niki Gitinabard, Farzaneh Khoshnevisan, Collin F. Lynch, Elle Yuan Wang
Your Actions or Your Associates? Predicting Certification and Dropout in MOOCs with Behavioral and Social Features. CoRR (2018)
Farzaneh Khoshnevisan, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne Huddleston, Min Chi
Recent Temporal Pattern Mining for Septic Shock Early Prediction. ICHI (2018)
Niki Gitinabard, Farzaneh Khoshnevisan, Collin F. Lynch, Elle Yuan Wang
Your Actions or Your Associates? Predicting Certification and Dropout in MOOCs with Behavioral and Social Features. EDM (2018)