Julian Theis

21 papers C 3Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Improving Predictive Process Monitoring Through Reachability Graph-Based Masking of Neural Networks.
IEEE Trans. Comput. Soc. Syst.
Julian Theis, Houshang Darabi
2022 J jnl
A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients.
BMC Medical Informatics Decis. Mak.
Maryam Pishgar, Samuel Harford, Julian Theis, William L. Galanter, Jorge Mario Rodríguez-Fernández, L. H. Chaisson, Y. Zhang, A. Trotter, Karl M. Kochendorfer, A. Boppana, Houshang Darabi
2022 J jnl
Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture.
IEEE J. Biomed. Health Informatics
Julian Theis, William L. Galanter, Andrew D. Boyd, Houshang Darabi
2022 C conf
Observer-Based Synthesis of Finite Horizon Linear Time-Varying Controllers.
ACC
Felix Biertümpfel, Julian Theis, Harald Pfifer
2022 J jnl
Prediction of unplanned 30-day readmission for ICU patients with heart failure.
BMC Medical Informatics Decis. Mak.
Maryam Pishgar, Julian Theis, Marina Del Rios, Amer Ardati, H. Anahideh, Houshang Darabi
2021 J jnl
Masking Neural Networks Using Reachability Graphs to Predict Process Events.
CoRR
Julian Theis, Houshang Darabi
2021 — conf
On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization.
ICPM Workshops
Julian Theis, Ilia Mokhtarian, Houshang Darabi
2021 J jnl
On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization.
CoRR
Julian Theis, Ilia Mokhtarian, Houshang Darabi
2021 J jnl
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models.
BMC Medical Informatics Decis. Mak.
William L. Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, Samuel Harford, Karl M. Kochendorfer, Maryam Pishgar, Julian Theis, John Zulueta, Houshang Darabi
2021 J jnl
Process Mining Model to Predict Mortality in Paralytic Ileus Patients.
CoRR
Maryam Pishgar, Martha Razo, Julian Theis, Houshang Darabi
2020 J jnl
Adversarial System Variant Approximation to Quantify Process Model Generalization.
IEEE Access
Julian Theis, Houshang Darabi
2020 J jnl
Adversarial System Variant Approximation to Quantify Process Model Generalization.
CoRR
Julian Theis, Houshang Darabi
2019 J jnl
Behavioral Petri Net Mining and Automated Analysis for Human-Computer Interaction Recommendations in Multi-Application Environments.
CoRR
Julian Theis, Houshang Darabi
2019 J jnl
Behavioral Petri Net Mining and Automated Analysis for Human-Computer Interaction Recommendations in Multi-Application Environments.
Proc. ACM Hum. Comput. Interact.
Julian Theis, Houshang Darabi
2019 J jnl
DREAM-NAP: Decay Replay Mining to Predict Next Process Activities.
CoRR
Julian Theis, Houshang Darabi
2019 J jnl
Decay Replay Mining to Predict Next Process Events.
IEEE Access
Julian Theis, Houshang Darabi
2019 — conf
Process Mining of Programmable Logic Controllers: Input/Output Event Logs.
CASE
Julian Theis, Ilia Mokhtarian, Houshang Darabi
2019 J jnl
Process Mining of Programmable Logic Controllers: Input/Output Event Logs.
CoRR
Julian Theis, Ilia Mokhtarian, Houshang Darabi
2018 J jnl
LPV Model Order Reduction by Parameter-Varying Oblique Projection.
IEEE Trans. Control. Syst. Technol.
Julian Theis, Peter J. Seiler, Herbert Werner
2016 C conf
Model order reduction by parameter-varying oblique projection.
ACC
Julian Theis, Peter J. Seiler, Herbert Werner
2015 C conf
Integrated flight control design for a large flexible aircraft.
ACC
Julian Theis, Harald Pfifer, Gary J. Balas, Herbert Werner