Name Card

Full name Familienname, Vorname
Heitzinger, Clemens
 
Main Affiliation Organisations­zuordnung
 

Own Publications Eigene Publikationen

Results 1-20 of 137 (Search time: 0.005 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Clemens Heitzinger ; Stefan Woltran A Short Introduction to Artificial Intelligence: Methods, Success Stories, and Current LimitationsBook Contribution Buchbeitrag2024
2Ruzicka, Laurenz ; Dominik Söllinger ; Kohn, Bernhard ; Heitzinger, Clemens ; Uhl, Andreas ; Strobl, Bernhard Improving sensor interoperability between contactless and contact-based fingerprints using pose correction and unwarpingArticle Artikel 18-Dec-2023
3Bologheanu, 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 sepsisArticle Artikel 14-Feb-2023
4Heitzinger, Clemens Algorithms for and Challenges in the Analysis of Markers in Personalized Health CareBook Contribution Buchbeitrag4-Nov-2022
5Böck, Markus ; Malle, Julien ; Pasterk, Daniel ; Kukina, Hrvoje ; Hasani, Ramin ; Heitzinger, Clemens Superhuman performance on sepsis MIMIC-III data by distributional reinforcement learningArticle Artikel 3-Nov-2022
6Morales Escalante, José A. ; Heitzinger, Clemens Stochastic Galerkin methods for the Boltzmann-Poisson systemArticle Artikel 1-Oct-2022
7Jalaeian 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 PerceptionArticle Artikel 2-Aug-2022
8Khodadadian, Amirreza ; Parvizi, Maryam ; Teshnehlab, Mohammad ; Heitzinger, Clemens Rational Design of Field-Effect Sensors Using Partial Differential Equations, Bayesian Inversion, and Artificial Neural NetworksArticle Artikel 1-Jul-2022
9Böck, Markus ; Heitzinger, Clemens Speedy Categorical Distributional Reinforcement Learning and Complexity AnalysisArticle Artikel 6-Jun-2022
10Tomeva, 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 miRNAsArticle Artikel 17-Jan-2022
11Abbaszadeh, Mostafa ; Dehghan, Mehdi ; Khodadadian, Amirreza ; Heitzinger, Clemens Application of direct meshless local Petrov–Galerkin method for numerical solution of stochastic elliptic interface problemsArticle Artikel 2022
12Holly, 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 SystemsInproceedings Konferenzbeitrag2022
13Karimi, Ahmad ; Taghizadeh, Leila ; Heitzinger, Clemens Optimal Bayesian experimental design for electrical impedance tomography in medical imagingArtikel Article 2021
14Karimi, Ahmad ; Taghizadeh, Leila ; Heitzinger, Clemens Optimal Bayesian experimental design for electrical impedance tomography in medical imagingKonferenzbeitrag Inproceedings2021
15Heitzinger, Clemens ; Morales Escalant, Jose Alberto Homogenization of Boundary Layers in the Boltzmann--Poisson SystemArtikel Article 2021
16Taghizadeh, Leila ; Karimi, Ahmad ; Presterl, Elisabeth ; Heitzinger, Clemens Bayesian inversion for a biofilm model including quorum sensingArtikel Article 2020
17Taghizadeh, Leila ; Karimi, Ahmad ; Heitzinger, Clemens Uncertainty quantification in epidemiological models for the COVID-19 pandemicArtikel Article 2020
18Abbaszadeh, 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 equationsArtikel Article 2020
19Taghizadeh, 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 equationArtikel Article 2020
20Abbaszadeh, 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 flowArtikel Article 2020

Contributing Publications Mitbeteiligte Publikationen

Results 1-14 of 14 (Search time: 0.013 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Horvath Helmut - 2024 - Deep Reinforcement Learning with Applications to...pdf.jpgHorvath, Helmut Deep Reinforcement Learning with Applications to Autonomous DrivingThesis Hochschulschrift 2024
2Kietreiber Tobias - 2023 - Combining maximum entropy reinforcement learning with...pdf.jpgKietreiber, Tobias Combining maximum entropy reinforcement learning with distributional Q-value approximation methods : At the example of autonomous drivingThesis Hochschulschrift 2023
3Bittner Sebastian Michael - 2023 - The Vapnik-Chervonenkis dimensions of...pdf.jpgBittner, Sebastian Michael The Vapnik-Chervonenkis dimensions of different neural network architecturesThesis Hochschulschrift 2023
4Salzer Tobias - 2023 - Reinforcement Learning for Games with Imperfect...pdf.jpgSalzer, Tobias Reinforcement learning for games with imperfect information – Teaching an agent the game of SchnapsenThesis Hochschulschrift 2023
5Wagner Felix - 2023 - Optimal operation of cryogenic calorimeters through deep...pdf.jpgWagner, Felix Optimal operation of cryogenic calorimeters through deep reinforcement learningThesis Hochschulschrift 2023
6Malle Julien - 2021 - Fuzzy clustering an application to distributional...pdf.jpgMalle, Julien Fuzzy clustering: an application to distributional reinforcement learningThesis Hochschulschrift 2021
7Blankrot Boaz - 2020 - Deterministic and robust optimization of complex...pdf.jpgBlankrot, Boaz Deterministic and robust optimization of complex nanoscale photonic structuresThesis Hochschulschrift 2020
8Taghizadeh Leila - 2019 - Stochastic PDEs for modeling transport in nanoscale...pdf.jpgTaghizadeh, Leila Stochastic PDEs for modeling transport in nanoscale devicesThesis Hochschulschrift 2019
9Etl Clemens - 2019 - Sequence reconstruction in nanopore sequencing.pdf.jpgEtl, Clemens Sequence reconstruction in nanopore sequencingThesis Hochschulschrift 2019
10Stadlbauer Benjamin - 2018 - Fast algorithms for iterative Bayesian PDE...pdf.jpgStadlbauer, Benjamin Fast algorithms for iterative Bayesian PDE inversionThesis Hochschulschrift 2018
11Rigger Stefan - 2017 - High-dimensional Integration cubature formulas for...pdf.jpgRigger, Stefan High-dimensional Integration: cubature formulas for multisymmetric functionsThesis Hochschulschrift 2017
12Buttinger-Kreuzhuber Andreas - 2016 - Simulation of the flow through nanopores.pdf.jpgButtinger-Kreuzhuber, Andreas Simulation of the flow through nanoporesThesis Hochschulschrift 2016
13Geiersbach Caroline - 2016 - Error estimates and optimal approaches to the...pdf.jpgGeiersbach, Caroline Error estimates and optimal approaches to the stochastic homogenization in elliptic partial differential equationsThesis Hochschulschrift 2016
14Tulzer Gerhard - 2015 - Modeling and simulation of surface processes at...pdf.jpgTulzer, Gerhard Modeling and simulation of surface processes at nanoscale sensorsThesis Hochschulschrift 2015