-
426-P: Predicting Coronary Stenoses Using Machine Learning to Reduce Unnecessary Angiographies
Andreas Leiherer, Laura Schnetzer, Sylvia Mink, Axel Muendlein, Bernhard Bermeitinger, Thomas Plattner, Alexander Vonbank, Arthur Mader, Barbara Larcher, Christoph H. Saely, Peter Fraunberger, Heinz Drexel
Diabetes 2025, Volume 74 (Supplement_1)
Diabetes, Volume 74, Issue Supplement 1
June 2025
Poster Presentation (by Andreas Leiherer)
10.2337/db25-426-P
abstract,
abstract on ResearchGate
-
425-P: Machine Learning Identifies Glypican 4 as Key Predictor of Five-Year Mortality in Heart Failure Patients with Prediabetes or Diabetes
Andreas Leiherer, Axel Muendlein, Laura Schnetzer, Sylvia Mink, Christine Heinzle, Eva Maria Brandtner, Kathrin Geiger, Stella Gaenger, Bernhard Bermeitinger, Thomas Plattner, Alexander Vonbank, Arthur Mader, Barbara Larcher, Christoph H. Saely, Peter Fraunberger, Heinz Drexel
Diabetes 2025, Volume 74 (Supplement_1)
Diabetes, Volume 74, Issue Supplement 1
June 2025
Poster Presentation (by Andreas Leiherer)
10.2337/db25-425-P
abstract,
abstract on ResearchGate
-
1386-P: Machine Learning Predicts T2DM Incidence Using Basic Clinical and Laboratory Parameters
Andreas Leiherer, Laura Schnetzer, Sylvia Mink, Arthur Mader, Axel Muendlein, Bernhard Bermeitinger, Thomas Plattner, Alexander Vonbank, Barbara Larcher, Christoph H. Saely, Peter Fraunberger, Heinz Drexel
Diabetes 2025, Volume 74 (Supplement_1)
Diabetes, Volume 74, Issue Supplement 1
June 2025
Poster Presentation (by Andreas Leiherer)
10.2337/db25-1386-P
abstract,
abstract on ResearchGate
-
Is There an Optimal Depth of Residual Networks?
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
Knowledge discovery, knowledge engineering and knowledge management, IC3K 2023
Communications in Computer and Information Science, Volume 2454
May 2025
Post-Publication of Make Deep Networks Shallow Again
10.1007/978-3-031-87569-4_5
paper,
paper on ResearchGate
-
Reducing the Transformer Architecture to a Minimum
Bernhard Bermeitinger, Tomas Hrycej, Massimo Pavone, Julianus Kath, Siegfried Handschuh
KDIR2024, 16th International Conference on Knowledge Discovery and Information Retrieval
Porto, Portugal
November 2024
Poster Presentation
10.5220/0012891000003838
paper,
paper on ResearchGate,
poster on ResearchGate,
preprint,
preprint on ArXiv,
preprint on ResearchGate
-
Efficient Neural Network Training via Subset Pretraining
Jan Spörer, Bernhard Bermeitinger, Tomas Hrycej, Niklas Limacher, Siegfried Handschuh
KDIR2024, 16th International Conference on Knowledge Discovery and Information Retrieval
Porto, Portugal
November 2024
Paper Presentation by Jan Spörer (nominated for Best Student Paper)
10.5220/0012893600003838
paper,
paper on ResearchGate,
preprint,
slides on ResearchGate,
preprint on ArXiv,
preprint on ResearchGate
-
Exploring the Usefulness of Open and Proprietary LLMs in Argumentative Writing Support
Reto Gubelmann, Michael Burkhard, Rositsa Ivanova, Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh
AIED2024, 25th International Conference on Artificial Intelligence in Education
Recife, Brazil
July 2024
Presented by Rositsa Ivanova
10.1007/978-3-031-64312-5_21
paper,
paper on ResearchGate
-
Investigating a Second-Order Optimization Strategy for Neural Networks
Bernhard Bermeitinger
Universität Passau, Fakultät für Informatik und Mathematik
Passau, Germany
April 2024
Published Dissertation (cumulative)
officially at Universität Passau,
on Zenodo,
on ResearchGate,
PDF,
slides (Rigorosum) on Zenodo,
slides (Rigorosum) on ResearchGate
-
Make Deep Networks Shallow Again
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
KDIR2023, 15th International Conference on Knowledge Discovery and Information Retrieval
Rome, Italy
November 2023
Paper Presentation (nominated for Best Student Paper)
10.5220/0012203800003598
paper,
paper on ResearchGate,
slides on ResearchGate,
preprint,
preprint on ArXiv,
preprint on ResearchGate
-
FinBERT-FOMC: Fine-Tuned FinBERT Model with Sentiment Focus Method for Enhancing Sentiment Analysis of FOMC Minutes
Sandro Gössi, Ziwei Chen, Wonseong Kim, Bernhard Bermeitinger, Siegfried Handschuh
ICAIF2023, 4th ACM International Conference on AI in Finance
New York, US
November 2023
Poster Presentation
10.1145/3604237.3626843
paper,
on ResearchGate,
poster
-
Mathematical Foundations of Data Science
Tomas Hrycej, Bernhard Bermeitinger, Matthias Cetto, Siegfried Handschuh
Texts in Computer Science
Springer, Cham
April 2023
Textbook
10.1007/978-3-031-19074-2
on SpringerLink,
on ResearchGate
-
Training Neural Networks in Single vs Double Precision
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
KDIR2022, 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Valetta, Malta
October 2022
Paper Presentation
10.5220/0011577900003335
paper,
slides,
on ResearchGate,
preprint
-
Number of Attention Heads vs Number of Transformer-Encoders in Computer Vision
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
KDIR2022, 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Valetta, Malta
October 2022
Paper Presentation
10.5220/0011578000003335
paper,
slides,
on ResearchGate,
preprint
-
How to Compute a Shape: Optical Character Recognition for Hieratic
Bernhard Bermeitinger, Svenja A. Gülden, Tobias Konrad
Handbook of Digital Egyptology: Texts (Monografías de Oriente Antiguo 1)
Carlos Gracia Zamacona, Jónathan Ortiz-García (eds.)
February 2022
Alcalá de Henares: Editorial Universidad de Alcalá (pages 121-138), Antiguo
10.25358/openscience-6757
book description,
chapter on ResearchGate
-
Towards a Classification of Neoclassical Objects in Interior Scenes
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
Bilddaten in den Digitalen Geisteswissenschaften
Canan Hastik, Philipp Hegel (eds.), Berlin, Germany
November 2020
Book Chapter
10.13173/9783447114608.149
chapter,
on ResearchGate
-
Multimodaler Bedeutungstransfer vom Text zum Bild. Granulare Bildklassifikation durch Verteilungssemantik.
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
DHd2020: Spielräume, Digital Humanities zwischen Modellierung und Interpretation, 7. Tagung des Verbands "Digital Humanities im deutschsprachigen Raum"
Paderborn, Germany
March 2020
Paper Presentation
10.5281/zenodo.4621934
paper,
paper on ResearchGate,
slides,
translated preprint (arXiv)
-
Representational Capacity of Deep Neural Networks: A Computing Study
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
KDIR2019, 11th International Conference on Knowledge Discovery and Information Retrieval
Vienna, Austria
October 2019
Paper Presentation
10.5220/0008364305320538
paper,
paper on ResearchGate,
slides,
preprint
-
Singular Value Decomposition and Neural Networks
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
ICANN2019, 28th International Conference on Artificial Neural Networks (Deep Learning)
Munich, Germany
October 2019
Presented as Poster
10.1007/978-3-030-30484-3_13
paper,
paper on ResearchGate,
poster on ResearchGate,
preprint
-
SemAntic: A Semantic Image Annotation Tool For The Humanities
Simon Wagner, Simon Donig, Maria Christoforaki, Simon Donig, Bernhard Bermeitinger, Siegfried Handschuh
DH2019, Digital Humanities 2019: Complexities
Utrecht, Netherlands
July 2019
Presented as Poster
10.5281/zenodo.8225014
paper,
poster,
GitLab: University Passau,
GitLab: University St.Gallen
-
Deep Watching: Towards New Methods of Analyzing Visual Media in Cultural Studies
Bernhard Bermeitinger, Sebastian Gassner, Siegfried Handschuh, Gernot Howanitz, Erik Radisch, Malte Rehbein
DH2019, Digital Humanities 2019: Complexities
Utrecht, Netherlands
July 2019
Paper Presentation
10.5281/zenodo.8224857
paper,
slides
-
Vom Bild zum Text und wieder zurück
Bernhard Bermeitinger, Simon Donig, Maria Christoforaki, Siegfried Handschuh
DHd2019: multimedial & multimodal, 6. Tagung des Verbands "Digital Humanities im deutschsprachigen Raum"
Frankfurt (Main), Germany
March 2019
Paper Presentation
10.5281/zenodo.4622044
paper,
paper on ResearchGate,
slides on ResearchGate,
book of abstracts
-
A Multilingual Test Collection for the Semantic Search of Entity Categories
Juliano Efson Sales, Siamak Barzegar, Wellington Franco, Bernhard Bermeitinger, Tiago Cunha, Brian Davis, André Freitas, Siegfried Handschuh
LREC2018, Eleventh International Conference on Language Resources and Evaluation
Miyazaki, Japan
May 2018
Paper Presentation (by Juliano Sales)
paper,
on ResearchGate
-
Contextualising Bandera. Eine Distant Watching-Methode
Bernhard Bermeitinger, Gernot Howanitz, Erik Radisch
DHd2018: Kritik der digitalen Vernunft, 5. Tagung des Verbands "Digital Humanities im deutschsprachigen Raum"
Cologne, Germany
March 2018
Paper Presentation
abstract on ResearchGate,
slides on ResearchGate
-
Bildanalyse durch Distant Viewing – Zur Identifizierung von klassizistischem Mobilar in Interieurdarstellungen
Bernhard Bermeitinger, Simon Donig, Maria Christoforaki, Siegfried Handschuh
DHd2018: Kritik der digitalen Vernunft, 5. Tagung des Verbands "Digital Humanities im deutschsprachigen Raum"
Cologne, Germany
March 2018
Paper Presentation
10.5281/zenodo.4622350
abstract on ResearchGate,
slides on ResearchGate
-
Object Classification in Images of Neoclassical Artifacts using Deep Learning
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, André Freitas, Siegfried Handschuh
DH2017, Digital Humanities 2017
Montréal, Canada
August 2017
Paper Presentation
10.48550/arXiv.1710.04943
paper,
paper on ArXiV,
paper on ResearchGate,
slides
-
Neoclassica – An Open Framework for Research in Neoclassicism
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
DH2017, Digital Humanities 2017
Montréal, Canada
August 2017
Poster Presentation
paper,
paper on ResearchGate
-
A Sentence Simplification System for Improving Relation Extraction
Christina Niklaus, Bernhard Bermeitinger, André Freitas, Siegfried Handschuh
COLING 2016, Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: System Demonstrations
Osaka, Japan
December 2016
Paper Presentation
paper
-
Object Classification in Images of Neoclassical Furniture Using Deep Learning
Bernhard Bermeitinger, André Freitas, Simon Donig, Siegfried Handschuh
CHDDH 2016, Computational History and Data-Driven Humanities
Dublin, Ireland
November 2016
Paper Presentation (by André Freitas)
10.1007/978-3-319-46224-0_10
paper,
book
-
ItAIS2025
22nd conference of the Italian Chapter of AIS
Castellanza, Italy.
October 2025
Reviewer
-
ItAIS2024
21st conference of the Italian Chapter of AIS
Piacenza, Italy.
October 2024
Reviewer
-
LREC-COLING2024
Joint International Conference on Computational Linguistics, Language Resources and Evaluation
Turin, Italy.
May 2024
Program Committee
-
IJHAC
International Journal of Humanities and Arts Computing
Journal.
October 2023
Peer Reviewer
-
LREC2022
13th International Conference on Language Resources and Evaluation
Marseille, France.
June 2022
Scientific Committee
-
ICANN2021
The 30th International Conference on Artificial Neural Networks.
Online.
September 2021
Reviewer
-
IJCAI-PRICAI 2020
International Joint Conference on Artificial Intelligence – Pacific Rim International Conference on Artificial Intelligence
Pacifico Yokohama, Japan (Postponed due to Corona-Pandemic).
January 2021
Program Committee
-
ICANN2020
The 29th International Conference on Artificial Neural Networks.
Bratislava, Slovakia (Online due to Corona-Pandemic).
September 2020
Reviewer
-
ECAI2020
24th European Conference on Artificial Intelligence
Santiago de Compostela, Spain (Online due to Corona-Pandemic).
August 2020
Program Committee
-
NLDB2020
25th International Conference on Natural Language & Information Systems
Saarbrücken, Germany (Online due to Corona-Pandemic).
June 2020
Subreviewer
-
LREC2020
12th International Conference on Language Resources and Evaluation
Marseille, France (Cancelled due to Corona-Pandemic).
May 2020
Scientific Committee
-
TheWebConf2020
The Web Conference
Taipei, Taiwan (Online due to Corona-Pandemic).
April 2020
Program Committee
-
Introduction to Big Data Infrastructures [Bachelor Computer Science, BCS]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2025-02 – 2025-05 (FS)
Lecturer
-
Grundlagen und Methoden der Informatik für Wirtschaftswissenschaftler [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2025-02 – 2025-05 (FS)
Lecturer
-
Algorithmen & Datenstrukturen [Assessment Computer Science]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2025-02 – 2025-05 (FS)
Lecturer
- Integrative Master Project [Master Computer Science, MCS]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2024-09 – 2024-12 (HS)
Lecturer
Together with Vertic Greens
-
Fundamentals and Methods of Computer Science for Business Studies [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2024-09 – 2024-12 (HS)
Lecturer
-
Deep Learning [Master Computer Science, MCS]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2024-09 – 2024-12 (HS)
Lecturer
- Capstone-Projekt: Unternehmerische Informatik [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2024-09 – 2024-12 (HS)
Lecturer
Together with TRIDONIC
- Bachelor Project [Bachelor Computer Science, BCS]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2024-09 – 2024-12 (HS)
Lecturer
Together with VIVIT – Vorarlberg Institute for Vascular Investigation and Treatment
-
Machine Learning [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2024-02 – 2024-05 (FS)
Lecturer
-
Grundlagen und Methoden der Informatik für Wirtschaftswissenschaftler [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2024-02 – 2024-05 (FS)
Lecturer
-
Data Science [Master Computer Science]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2023-09 – 2023-12 (HS)
Exercises, Lecture
- Capstone-Projekt: Unternehmerische Informatik [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2023-09 – 2023-12 (HS)
Lecturer
Together with illwerke vkw
-
Natural Language Processing with Deep Learning [Master Computer Science]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2023-02 – 2023-05 (FS)
Exercises, Lecture
-
Data Science [Master Computer Science]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2022-09 – 2022-12 (HS)
Exercises, Lecture
-
Natural Language Processing with Deep Learning [Master Computer Science]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2022-02 – 2022-05 (FS)
Exercises, Lecture
-
Fundamentals and Methods of Computer Science for Business Studies [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2021-09 – 2021-12 (HS)
Tutor, Coaching
-
Data Science [Master Computer Science]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2021-09 – 2021-12 (HS)
Exercises, Lecture
-
Grundlagen und Methoden der Informatik für Wirtschaftswissenschaftler [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2021-02 – 2021-08 (FS)
Teaching Assistant, Tutor, and Coaching
-
Einführung in Text Mining mit Python [Master Business Innovation, MBI]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2021-02 – 2021-08 (FS)
Tutor, Lecturer
-
Fundamentals and Methods of Computer Science for Business Studies [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2020-09 – 2020-12 (HS)
Tutor, Coaching
-
Einführung in Text Mining mit Python [Master Business Innovation, MBI]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2020-09 – 2020-12 (HS)
Tutor, Lecturer
-
Grundlagen und Methoden der Informatik für Wirtschaftswissenschaften [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2020-02 – 2020-08 (FS)
Tutor
-
Einführung in Text Mining mit Python [Master Business Innovation, MBI]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2020-02 – 2020-08 (FS)
Tutor, Lecturer
-
Fundamentals and Methods of Computer Science for Business Studies [Bachelor in Betriebswirtschaftslehre, BBWL]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2019-09 – 2019-12 (HS)
Tutor
-
Einführung in Text Mining mit Python [Master Business Innovation, MBI]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2019-09 – 2019-12 (HS)
Tutor, Lecturer
-
Einführung in Text Mining mit Python [Master Business Innovation, MBI]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2019-02 – 2019-05 (FS)
Tutor, Lecturer
-
Einführung in Text Mining mit Python [Master Business Innovation, MBI]
University of St.Gallen (HSG), St.Gallen, Switzerland.
2018-09 – 2018-12 (HS)
Tutor, Lecturer
- Text Mining [Master Informatik]
University Passau, Passau, Germany.
2018-04 – 2018-09 (SS)
Tutor, Lecturer
Dr. Bernhard Bermeitinger
Bettenwiesenstrasse 4
9300 Wittenbach, SG
Schweiz