Zitao Liu

According to our database, Zitao Liu authored at least 12 papers between 2013 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

A novel ILP framework for summarizing content with high lexical variety.

Wencan Luo, Fei Liu, Zitao Liu, Diane J. Litman

Nat. Lang. Eng., 2018

2017

A Personalized Predictive Framework for Multivariate Clinical Time Series via Adaptive Model Selection.

Zitao Liu, Milos Hauskrecht

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Learning Linear Dynamical Systems from Multivariate Time Series: A Matrix Factorization Based Framework.

Zitao Liu, Milos Hauskrecht

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Automatic Summarization of Student Course Feedback.

Wencan Luo, Fei Liu, Zitao Liu, Diane J. Litman

Proceedings of the NAACL HLT 2016, 2016

Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data.

Zitao Liu, Milos Hauskrecht

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Clinical time series prediction: Toward a hierarchical dynamical system framework.

Zitao Liu, Milos Hauskrecht

Artif. Intell. Medicine, 2015

A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis.

Zitao Liu, Milos Hauskrecht

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification.

Mahdi Pakdaman Naeini, Iyad Batal, Zitao Liu, Charmgil Hong, Milos Hauskrecht

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013

Sparse Linear Dynamical System with Its Application in Multivariate Clinical Time Series.

Zitao Liu, Milos Hauskrecht

CoRR, 2013

A Comparative Study on Linguistic Feature Selection in Sentiment Polarity Classification.

Zitao Liu

CoRR, 2013

Modeling Clinical Time Series Using Gaussian Process Sequences.

Milos Hauskrecht, Zitao Liu, Lei Wu

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Clinical Time Series Prediction with a Hierarchical Dynamical System.

Zitao Liu, Milos Hauskrecht

Proceedings of the Artificial Intelligence in Medicine, 2013