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| | Preview | Author(s) | Title | Type | Issue Date |
| 1 | | Clemens Heitzinger ; Stefan Woltran | A Short Introduction to Artificial Intelligence: Methods, Success Stories, and Current Limitations | Book Contribution Buchbeitrag | 2024 |
| 2 | | Ruzicka, Laurenz ; Dominik Söllinger ; Kohn, Bernhard ; Heitzinger, Clemens ; Uhl, Andreas ; Strobl, Bernhard | Improving sensor interoperability between contactless and contact-based fingerprints using pose correction and unwarping | Article Artikel  | 18-Dec-2023 |
| 3 | | Bologheanu, Razvan ; Kapral, Lorenz ; Laxar, Daniel ; Maleczek, Mathias ; Dibiasi, Christoph ; Zeiner, Sebastian ; Agibetov, Asan ; Ercole, Ari ; Thoral, Patrick ; Elbers, Paul ; Clemens Heitzinger ; Kimberger, Oliver | Development of a reinforcement learning algorithm to optimize corticosteroid therapy in critically ill patients with sepsis | Article Artikel | 14-Feb-2023 |
| 4 | | Heitzinger, Clemens | Algorithms for and Challenges in the Analysis of Markers in Personalized Health Care | Book Contribution Buchbeitrag | 4-Nov-2022 |
| 5 | | Böck, Markus ; Malle, Julien ; Pasterk, Daniel ; Kukina, Hrvoje ; Hasani, Ramin ; Heitzinger, Clemens | Superhuman performance on sepsis MIMIC-III data by distributional reinforcement learning | Article Artikel | 3-Nov-2022 |
| 6 | | Morales Escalante, José A. ; Heitzinger, Clemens | Stochastic Galerkin methods for the Boltzmann-Poisson system | Article Artikel | 1-Oct-2022 |
| 7 | | Jalaeian Zaferani, Effat ; Teshnehlab, Mohammad ; Khodadadian, Amirreza ; Heitzinger, Clemens ; Vali, Mansour ; Noii, Nima ; Wick, Thomas | Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception | Article Artikel | 2-Aug-2022 |
| 8 | | Khodadadian, Amirreza ; Parvizi, Maryam ; Teshnehlab, Mohammad ; Heitzinger, Clemens | Rational Design of Field-Effect Sensors Using Partial Differential Equations, Bayesian Inversion, and Artificial Neural Networks | Article Artikel | 1-Jul-2022 |
| 9 | | Böck, Markus ; Heitzinger, Clemens | Speedy Categorical Distributional Reinforcement Learning and Complexity Analysis | Article Artikel | 6-Jun-2022 |
| 10 | | Tomeva, Elena ; Switzeny, Olivier ; Heitzinger, Clemens ; Hippe, Berit ; Haslberger, Alexander G | Comprehensive Approach to Distinguish Patients with Solid Tumors from Healthy Controls by Combining Androgen Receptor Mutation p.H875Y with Cell-Free DNA Methylation and Circulating miRNAs | Article Artikel | 17-Jan-2022 |
| 11 | | Abbaszadeh, Mostafa ; Dehghan, Mehdi ; Khodadadian, Amirreza ; Heitzinger, Clemens | Application of direct meshless local Petrov–Galerkin method for numerical solution of stochastic elliptic interface problems | Article Artikel | 2022 |
| 12 | | Holly, Stephanie ; Heel, Robin ; Katic, Denis ; Schoeffl, Leopold ; Stiftinger, Andreas ; Holzner, Peter ; Kaufmann, Thomas ; Haslhofer, Bernhard ; Schall, Daniel ; Heitzinger, Clemens ; Kemnitz, Jana | Autoencoder Based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems | Inproceedings Konferenzbeitrag | 2022 |
| 13 | | Karimi, Ahmad ; Taghizadeh, Leila ; Heitzinger, Clemens | Optimal Bayesian experimental design for electrical impedance tomography in medical imaging | Artikel Article | 2021 |
| 14 | | Karimi, Ahmad ; Taghizadeh, Leila ; Heitzinger, Clemens | Optimal Bayesian experimental design for electrical impedance tomography in medical imaging | Konferenzbeitrag Inproceedings | 2021 |
| 15 | | Heitzinger, Clemens ; Morales Escalant, Jose Alberto | Homogenization of Boundary Layers in the Boltzmann--Poisson System | Artikel Article | 2021 |
| 16 | | Taghizadeh, Leila ; Karimi, Ahmad ; Presterl, Elisabeth ; Heitzinger, Clemens | Bayesian inversion for a biofilm model including quorum sensing | Artikel Article | 2020 |
| 17 | | Taghizadeh, Leila ; Karimi, Ahmad ; Heitzinger, Clemens | Uncertainty quantification in epidemiological models for the COVID-19 pandemic | Artikel Article | 2020 |
| 18 | | Abbaszadeh, Mostafa ; Dehghan, Mehdi ; Khodadadian, Amirreza ; Noii, Nima ; Heitzinger, Clemens ; Wick, Thomas | A reduced-order variational multiscale interpolating element free Galerkin technique based on proper orthogonal decomposition for solving {Navier-Stokes} equations coupled with a heat transfer equation: nonstationary incompressible Boussinesq equations | Artikel Article | 2020 |
| 19 | | Taghizadeh, Leila ; Karimi, Ahmad ; Stadlbauer, Benjamin ; Weninger, Wolfgang J. ; Kaniusas, Eugenijus ; Heitzinger, Clemens | Bayesian inversion for electrical-impedance tomography in medical imaging using the nonlinear Poisson-Boltzmann equation | Artikel Article | 2020 |
| 20 | | Abbaszadeh, Mostafa ; Dehghan, Mehdi ; Khodadadian, Amirreza ; Heitzinger, Clemens | Analysis and application of the interpolating element free Galerkin (IEFG) method to simulate the prevention of groundwater contamination with application in fluid flow | Artikel Article | 2020 |