Frank Puppe

ORCID

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 76

Top Venues

Publications

Kirill Djebko, Daniel Weidner, Marcel Waleska, Timo Krey, Sven Rausch, Dietmar Seipel, Frank Puppe
Integrated Simulation and Calibration Framework for Heating System Optimization. Sensors 24 (3) (2024)
Micha V. Nowak, Tim P. Bott, David Khachaturov, Frank Puppe, Adrian Krenzer, Amar Hekalo
QBI: Quantile-based Bias Initialization for Efficient Private Data Reconstruction in Federated Learning. CoRR (2024)
Christian Hauptmann, Adrian Krenzer, Antonia Krause, Frank Puppe
ADEA: An Argumentative Dialogue Dataset on Ethical Issues Concerning Future A.I. Applications. LREC/COLING (2024)
Christian Hauptmann, Adrian Krenzer, Justin Völkel, Frank Puppe
Argumentation effect of a chatbot for ethical discussions about autonomous AI scenarios. Knowl. Inf. Syst. 66 (6) (2024)
Norbert Fischer, Alexander Hartelt, Frank Puppe
Line-Level Layout Recognition of Historical Documents with Background Knowledge. Algorithms 16 (3) (2023)
Sebastian Kempf, Markus Krug, Frank Puppe
KIETA: Key-insight extraction from scientific tables. Appl. Intell. 53 (8) (2023)
Adrian Krenzer, Frank Puppe
A Comparative Study of Video-Based Analysis Using Machine Learning for Polyp Classification. KI (2023)
Adrian Krenzer, Stefan Heil, Daniel Fitting, Safa Matti, Wolfram G. Zoller, Alexander Hann, Frank Puppe
Automated classification of polyps using deep learning architectures and few-shot learning. BMC Medical Imaging 23 (1) (2023)
Mathias Kaspar, Leon Liman, Caroline Morbach, Georg Dietrich, Lea Katharina Seidlmayer, Frank Puppe, Stefan Störk
Querying a Clinical Data Warehouse for Combinations of Clinical and Imaging Data. J. Digit. Imaging 36 (2) (2023)
Adrian Krenzer, Michael Banck, Kevin Makowski, Amar Hekalo, Daniel Fitting, Joel Troya, Boban Sudarevic, Wolfgang G. Zoller, Alexander Hann, Frank Puppe
A Real-Time Polyp-Detection System with Clinical Application in Colonoscopy Using Deep Convolutional Neural Networks. J. Imaging 9 (2) (2023)
Alexander Hartelt, Frank Puppe
Optical Medieval Music Recognition Using Background Knowledge. Algorithms 15 (7) (2022)
Frank Puppe
Gesellschaftliche Perspektiven einer fachspezifischen KI für automatisierte Entscheidungen. Inform. Spektrum 45 (2) (2022)
Adrian Krenzer, Joel Troya, Michael Banck, Boban Sudarevic, Krzysztof Flisikowski, Alexander Meining, Frank Puppe
A User Interface for Automatic Polyp Detection Based on Deep Learning with Extended Vision. MIUA (2022)
David Schmidt, Markus Krug, Frank Puppe
Adapting Coreference Algorithms to German Fairy Tales. DHd (2022)
Adrian Krenzer, Philipp Sodmann, Nico Hasler, Frank Puppe
Deep Learning using temporal information for automatic polyp detection. EndoCV@ISBI (2022)
Mathias Kaspar, Georg Fette, Monika Hanke, Maximilian Ertl, Frank Puppe, Stefan Störk
Automated provision of clinical routine data for a complex clinical follow-up study: A data warehouse solution. Health Informatics J. 28 (1) (2022)
Leon Liman, Georg Fette, Jonathan Krebs, Frank Puppe
Calculating Key Figures for Radiology Departments Using a Clinical Data Warehouse - A Technical Case Report. GMDS (2021)
Albin Zehe, Leonard Konle, Svenja Guhr, Lea Katharina Dümpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, Lucas Kaufmann, Markus Krug, Frank Puppe, Nils Reiter, Annekea Schreiber
Shared Task on Scene Segmentation @ KONVENS 2021. STSS@KONVENS (2021)
Albin Zehe, Leonard Konle, Lea Katharina Dümpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, Lucas Kaufmann, Markus Krug, Frank Puppe, Nils Reiter, Annekea Schreiber, Nathalie Wiedmer
Detecting Scenes in Fiction: A new Segmentation Task. EACL (2021)
Adrian Krenzer, Kevin Makowski, Amar Hekalo, Frank Puppe
Semi-Automated Machine Learning Video Annotation for Gastroenterologists. MIE (2021)
Christoph Wick, Alexander Hartelt, Frank Puppe
Lyrics Recognition and Syllable Assignment of Medieval Music Manuscripts. ICFHR (2020)
Adrian Krenzer, Amar Hekalo, Frank Puppe
Endoscopic Detection And Segmentation Of Gastroenterological Diseases With Deep Convolutional Neural Networks. EndoCV@ISBI (2020)
Christoph Wick, Alexander Hartelt, Frank Puppe
OMMR4all - ein semiautomatischer Online-Editor für mittelalterliche Musiknotationen. DHd (2020)
Nico Balbach, Christian Reul, Frank Puppe
Typisierte Varianz-Analyse von Texten. DHd (2020)
David Schmidt, Markus Krug, Frank Puppe
Integrating user-specified Knowledge for semi-automatic Coreference Resolution. DHd (2020)
Christoph Wick, Christian Reul, Frank Puppe
Calamari - A High-Performance Tensorflow-based Deep Learning Package for Optical Character Recognition. Digit. Humanit. Q. 14 (2) (2020)
Adrian Krenzer, Frank Puppe
Bigger Networks are not Always Better: Deep Convolutional Neural Networks for Automated Polyp Segmentation. MediaEval (2020)
Mathias Kaspar, Leon Liman, Maximilian Ertl, Georg Fette, Lea Katharina Seidlmayer, Laura Maria Schreiber, Frank Puppe, Stefan Störk
Unlocking the PACS DICOM Domain for its Use in Clinical Research Data Warehouses. J. Digit. Imaging 33 (4) (2020)
Norbert Fischer, Alexander Gehrke, Alexander Hartelt, Markus Krug, Frank Puppe
Contour-Based Segmentation of Historical Printings. KI (2020)
Christian Reul, Dennis Christ, Alexander Hartelt, Nico Balbach, Maximilian Wehner, Uwe Springmann, Christoph Wick, Christine Grundig, Andreas Büttner, Frank Puppe
OCR4all - An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings. CoRR (2019)
Georg Fette, Mathias Kaspar, Leon Liman, Maximilian Ertl, Jonathan Krebs, Georg Dietrich, Stefan Störk, Frank Puppe
Query Translation Between AQL and CQL. MedInfo (2019)
Markus Krug, Sebastian Kempf, David Schmidt, Lukas Weimer, Frank Puppe
Detecting Character References in Literary Novels using a Two Stage Contextual Deep Learning approach. DHd (2019)
Georg Fette, Mathias Kaspar, Leon Liman, Georg Dietrich, Maximilian Ertl, Jonathan Krebs, Stefan Störk, Frank Puppe
Query Translation Between openEHR and i2b2. EFMI-STC (2019)
Roman Hauber, Maximilian Schirm, Felix Herrmann, Frank Puppe
Evaluation of Patient's Attitude Towards Computer Supported History Taking. EFMI-STC (2019)
Georg Dietrich, Jonathan Krebs, Leon Liman, Georg Fette, Maximilian Ertl, Mathias Kaspar, Stefan Störk, Frank Puppe
Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Markus Bald, Vincenzo Damiani, Holger Essler, Björn Eyeselein, Christian Reul, Frank Puppe
Korrektur von fehlerhaften OCR Ergebnissen durch automatisches Alignment mit Texten eines Korpus. DHd (2019)
Georg Fette, Mathias Kaspar, Leon Liman, Maximilian Ertl, Jonathan Krebs, Stefan Störk, Frank Puppe
Implementation of a HL7-CQL Engine Using the Graph Database Neo4J. GMDS (2019)
Christian Reul, Sebastian Göttel, Uwe Springmann, Christoph Wick, Kay-Michael Würzner, Frank Puppe
Automatic Semantic Text Tagging on Historical Lexica by Combining OCR and Typography Classification: A Case Study on Daniel Sander's Wörterbuch der Deutschen Sprache. DATeCH (2019)
Jonathan Krebs, Markus Krug, Georg Fette, Georg Dietrich, Maximilian Ertl, Gülmisal Güder, Frank Puppe, Mathias Kaspar
Identifying Heart Failure Patients by Medical Text Classification. EFMI-STC (2019)
Christian Reul, Uwe Springmann, Christoph Wick, Frank Puppe
State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines. DHd (2019)
Björn Eyselein, Frank Puppe
it4all - Ein Korrekturframework für Programmieraufgaben(it4all - A Framework for Verification of Programming Exercises). DeLFI Workshops (2018)
Christoph Wick, Christian Reul, Frank Puppe
Improving OCR Accuracy on Early Printed Books using Deep Convolutional Networks. CoRR (2018)
Christian Reul, Uwe Springmann, Christoph Wick, Frank Puppe
Improving OCR Accuracy on Early Printed Books by Utilizing Cross Fold Training and Voting. DAS (2018)
Christian Reul, Uwe Springmann, Christoph Wick, Frank Puppe
Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning. CoRR (2018)
Christian Reul, Uwe Springmann, Christoph Wick, Frank Puppe
Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning. J. Lang. Technol. Comput. Linguistics 33 (1) (2018)
Christoph Wick, Christian Reul, Frank Puppe
Calamari - A High-Performance Tensorflow-based Deep Learning Package for Optical Character Recognition. CoRR (2018)
Christoph Wick, Frank Puppe
Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images. DAS (2018)
Georg Fette, Markus Krug, Mathias Kaspar, Leon Liman, Georg Dietrich, Maximilian Ertl, Jonathan Krebs, Stefan Störk, Frank Puppe
Estimating a Bias in ICD Encodings for Billing Purposes. MIE (2018)
Christian Reul, Uwe Springmann, Christoph Wick, Frank Puppe
State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines. CoRR (2018)
Georg Fette, Mathias Kaspar, Leon Liman, Georg Dietrich, Maximilian Ertl, Jonathan Krebs, Stefan Störk, Frank Puppe
Exporting Data from a Clinical Data Warehouse. eHealth (2018)
Christoph Wick, Christian Reul, Frank Puppe
Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus. J. Lang. Technol. Comput. Linguistics 33 (1) (2018)
Markus Krug, Ngoc Duyen Tanja Tu, Lukas Weimer, Isabella Reger, Leonard Konle, Fotis Jannidis, Frank Puppe
Annotation and beyond - Using ATHEN Annotation and Text Highlighting Environment. DHd (2018)
Jonathan Krebs, Max Bittrich, Georg Dietrich, Maximilian Ertl, Georg Fette, Mathias Kaspar, Leon Liman, Hermann Einsele, Frank Puppe, Stefan Knop
Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction. GMDS (2018)
Markus Krug, Isabella Reger, Fotis Jannidis, Lukas Weimer, Nathalie Madarász, Frank Puppe
Overcoming Data Sparsity for Relation Detection in German Novels. DH (2017)
Christoph Wick, Frank Puppe
Leaf Identification Using a Deep Convolutional Neural Network. CoRR (2017)
Georg Dietrich, Maximilian Ertl, Georg Fette, Mathias Kaspar, Jonathan Krebs, Daniel Mackenrodt, Stefan Störk, Frank Puppe
Extending the Query Language of a Data Warehouse for Patient Recruitment. GMDS (2017)
Markus Krug, Christoph Wick, Fotis Jannidis, Isabella Reger, Lukas Weimer, Nathalie Madarász, Frank Puppe
Comparison of Methods for Automatic Relation Extraction in German Novels. DHd (2017)
Georg Fette, Mathias Kaspar, Georg Dietrich, Maximilian Ertl, Jonathan Krebs, Stefan Störk, Frank Puppe
A Customizable Importer for the Clinical Data Warehouses PaDaWaN and I2B2. GMDS (2017)
Jonathan Krebs, Hamo Corovic, Georg Dietrich, Max Ertl, Georg Fette, Mathias Kaspar, Markus Krug, Stefan Störk, Frank Puppe
Semi-Automatic Terminology Generation for Information Extraction from German Chest X-Ray Reports. GMDS (2017)
Christian Reul, Uwe Springmann, Frank Puppe
LAREX: A semi-automatic open-source Tool for Layout Analysis and Region Extraction on Early Printed Books. DATeCH (2017)
Christian Reul, Uwe Springmann, Christoph Wick, Frank Puppe
Improving OCR Accuracy on Early Printed Books by utilizing Cross Fold Training and Voting. CoRR (2017)
Christoph Wick, Frank Puppe
Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images. CoRR (2017)
Christian Reul, Christoph Wick, Uwe Springmann, Frank Puppe
Transfer Learning for OCRopus Model Training on Early Printed Books. CoRR (2017)
Christian Reul, Uwe Springmann, Frank Puppe
LAREX - A semi-automatic open-source Tool for Layout Analysis and Region Extraction on Early Printed Books. CoRR (2017)
Peter Kluegl, Martin Toepfer, Philip-Daniel Beck, Georg Fette, Frank Puppe
UIMA Ruta: Rapid development of rule-based information extraction applications. Nat. Lang. Eng. 22 (1) (2016)
Markus Krug, Fotis Jannidis, Isabella Reger, Luisa Macharowsky, Lukas Weimer, Frank Puppe
Attribuierung direkter Reden in deutschen Romanen des 18.-20. Jahrhunderts. Methoden zur Bestimmung des Sprechers und des Angesprochenen. DHd (2016)
Thomas Tolxdorff, Frank Puppe
Klinisches Data Warehouse. Inform. Spektrum 39 (3) (2016)
Fotis Jannidis, Isabella Reger, Markus Krug, Lukas Weimer, Luisa Macharowsky, Frank Puppe
Comparison of Methods for the Identification of Main Characters in German Novels. DH (2016)
Florian Lemmerich, Martin Atzmueller, Frank Puppe
Fast exhaustive subgroup discovery with numerical target concepts. Data Min. Knowl. Discov. 30 (3) (2016)
Christian Reul, Philipp Köberle, Nurcan Üçeyler, Frank Puppe
Expectation-Driven Text Extraction from Medical Ultrasound Images. MIE (2016)
Youssef Shiban, Iris Schelhorn, Verena Jobst, Alexander Hörnlein, Frank Puppe, Paul Pauli, Andreas Mühlberger
The appearance effect: Influences of virtual agent features on performance and motivation. Comput. Hum. Behav. 49 (2015)
Fotis Jannidis, Markus Krug, Frank Puppe, Isabella Reger, Martin Toepfer, Lukas Weimer
Automatische Erkennung von Figuren in deutschsprachigen Romanen. DHd (2015)
Philip-Daniel Beck, Thomas Mahlmeister, Marianus Ifland, Frank Puppe
COCLAC - Feedback Generation for Combined UML Class and Activity Diagram Modeling Tasks. ABP (2015)
Martin Toepfer, Hamo Corovic, Georg Fette, Peter Klügl, Stefan Störk, Frank Puppe
Fine-grained information extraction from German transthoracic echocardiography reports. BMC Medical Informatics Decis. Mak. 15 (2015)
Markus Krug, Frank Puppe, Fotis Jannidis, Luisa Macharowsky, Isabella Reger, Lukas Weimer
Rule-based Coreference Resolution in German Historic Novels. CLfL@NAACL-HLT (2015)
Martin Toepfer, Hamo Corovic, Georg Fette, Peter Klügl, Stefan Störk, Frank Puppe
Erratum to: Fine-grained information extraction from German transthoracic echocardiography reports. BMC Medical Informatics Decis. Mak. 15 (2015)
Marianus Ifland, Michael Jedich, Christian Schneider, Frank Puppe
ÜPS - Ein autorenfreundliches Trainingssystem für SQLAnfragen. DeLFI (2014)
Georg Dietrich, Georg Fette, Frank Puppe
A Comparison of Search Engine Technologies for a Clinical Data Warehouse. LWA (2014)
Frank Puppe
Medizinische Entscheidungsunterstützungssysteme. Inform. Spektrum 37 (3) (2014)
Reinhard Hatko, Stefan Mersmann, Frank Puppe
Behaviour-Driven Development for Computer-Interpretable Clinical Guidelines. KESE@ECAI (2014)
Florian Lemmerich, Frank Puppe
A Critical View on Automatic Significance-Filtering in Pattern Mining. SSDM@ECML/PKDD (2014)
Martin Toepfer, Georg Fette, Philip-Daniel Beck, Peter Kluegl, Frank Puppe
Integrated Tools for Query-driven Development of Light-weight Ontologies and Information Extraction Components. OIAF4HLT@COLING (2014)
Peter Klügl, Martin Toepfer, Philip-Daniel Beck, Georg Fette, Frank Puppe
UIMA Ruta Workbench: Rule-based Text Annotation. COLING (Demos) (2014)
Martina Freiberg, Frank Puppe
Pattern-driven Knowledge Systems Engineering. KESE@ECAI (2014)
Martina Freiberg, Felix Herrmann, Frank Puppe
Spreadsheet-Based Knowledge Acquisition for Facilitating Active Domain Expert Participation. EKAW (Satellite Events) (2014)
Marianus Ifland, Felix Herrmann, Julian Ott, Frank Puppe
WARP - ein Trainingssystem für UML-Aktivitätsdiagramme mit mehrschichtigem Feedback. DeLFI (2014)
Martina Freiberg, Felix Herrmann, Frank Puppe
Clarification KBS as Consultation-Justification Mash Ups - Proposing A Novel Paradigm for All-in-One Knowledge-Based Systems. LWA (2014)
Martina Freiberg, Felix Herrmann, Frank Puppe
Clarification KBS as Consultation-Justification Mash Ups - Proposing a Novel Paradigm for All-in-One Knowledge-based Systems. KEOD (2014)
Georg Fette, Martin Toepfer, Frank Puppe
Storing UIMA CASes in a relational database. UIMA@GSCL (2013)
Florian Lemmerich, Martin Becker, Frank Puppe
Difference-based Estimates for Generalization-aware Subgroup Discovery. LWA (2013)
Dieter Lutz, Martin Toepfer, Frank Puppe
Three Handwriting Adaptation Approaches for Digit Recognition. LWA (2013)
Georg Dietrich, Florian Lemmerich, Frank Puppe
Smoothed Discretization for Simplified Cutpoints. LWA (2013)
Andreas Wittek, Martin Toepfer, Georg Fette, Peter Klügl, Frank Puppe
Constraint-driven Evaluation in UIMA Ruta. UIMA@GSCL (2013)
Florian Lemmerich, Martin Becker, Frank Puppe
Difference-Based Estimates for Generalization-Aware Subgroup Discovery. ECML/PKDD (3) (2013)
Martina Freiberg, Albrecht Striffler, Frank Puppe
Extensible Prototyping for pragmatic engineering of knowledge-based systems. Expert Syst. Appl. 39 (11) (2012)
Martina Freiberg, Frank Puppe
Prototyping-based Usability-oriented Knowledge Systems Engineering. Mensch & Computer (2012)
Peter Klügl, Martin Toepfer, Florian Lemmerich, Andreas Hotho, Frank Puppe
Stacked Conditional Random Fields Exploiting Structural Consistencies. ICPRAM (2) (2012)
Georg Fette, Maximilian Ertl, Anja Wörner, Peter Klügl, Stefan Störk, Frank Puppe
Information Extraction from Unstructured Electronic Health Records and Integration into a Data Warehouse. GI-Jahrestagung (2012)
Peter Klügl, Martin Toepfer, Florian Lemmerich, Andreas Hotho, Frank Puppe
Collective Information Extraction with Context-Specific Consistencies. ECML/PKDD (1) (2012)
Marianus Ifland, Alexander Hörnlein, Julian Ott, Frank Puppe
Geführtes Tutorsystem mit Unterstützung zunehmender Selbstständigkeit zur Modellierung von UML-Klassendiagrammen. DeLFI (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frank Puppe