Cristóbal Esteban

11 papers B 1C 1Misc 1Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2019	J	`jnl`	Machine learning for early prediction of circulatory failure in the intensive care unit. CoRR Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Thomas Gumbsch, Cristóbal Esteban, Christian Bock, Max Horn, Michael Moor, Bastian Rieck, Marc Zimmermann, Dean A. Bodenham, Karsten M. Borgwardt, Gunnar Rätsch, Tobias M. Merz
2018	Misc	`conf`	A Machine Learning-based Early Warning System for Circulatory System Deterioration in Intensive Care Unit Patients. AMIA Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Cristóbal Esteban, Gunnar Rätsch, Tobias Merz
2017	J	`jnl`	Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs. CoRR Cristóbal Esteban, Stephanie L. Hyland, Gunnar Rätsch
2016	B	`conf`	Embedding Mapping Approaches for Tensor Factorization and Knowledge Graph Modelling. ESWC Yinchong Yang, Cristóbal Esteban, Volker Tresp
2016	—	`conf`	Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks. ICHI Cristóbal Esteban, Oliver Staeck, Stephan Baier, Yinchong Yang, Volker Tresp
2016	J	`jnl`	Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks. CoRR Cristóbal Esteban, Oliver Staeck, Stephan Baier, Yinchong Yang, Volker Tresp
2016	C	`conf`	Predicting the co-evolution of event and Knowledge Graphs. FUSION Cristóbal Esteban, Volker Tresp, Yinchong Yang, Stephan Baier, Denis Krompass
2015	J	`jnl`	Exploiting Latent Embeddings of Nominal Clinical Data for Predicting Hospital Readmission. Künstliche Intell. Denis Krompaß, Cristóbal Esteban, Volker Tresp, Martin Sedlmayr, Thomas Ganslandt
2015	J	`jnl`	Learning with Memory Embeddings. CoRR Volker Tresp, Cristóbal Esteban, Yinchong Yang, Stephan Baier, Denis Krompaß
2015	—	`conf`	Predicting Sequences of Clinical Events by Using a Personalized Temporal Latent Embedding Model. ICHI Cristóbal Esteban, Danilo Schmidt, Denis Krompass, Volker Tresp
2015	J	`jnl`	Predicting the Co-Evolution of Event and Knowledge Graphs. CoRR Cristóbal Esteban, Volker Tresp, Yinchong Yang, Stephan Baier, Denis Krompaß