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ORCIDDEXA Workshops 2022: Vienna, Austria
- Gabriele Kotsis, A Min Tjoa
, Ismail Khalil, Bernhard Moser, Alfred Taudes, Atif Mashkoor, Johannes Sametinger, Jorge Martínez Gil, Florian Sobieczky, Lukas Fischer, Rudolf Ramler, Maqbool Khan, Gerald Czech:
Database and Expert Systems Applications - DEXA 2022 Workshops - 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022, Proceedings. Communications in Computer and Information Science 1633, Springer 2022, ISBN 978-3-031-14342-7
AI System Engineering: Math, Modelling and Software
- Anton Ponomarchuk, Christoph Koutschan, Bernhard Moser:
Unboundedness of Linear Regions of Deep ReLU Neural Networks. 3-10 - Eva-Maria Infanger, Gerald Infanger, Zsolt Lavicza, Florian Sobieczky:
Applying Time-Inhomogeneous Markov Chains to Math Performance Rating. 11-21 - Muhammad Qasim, Maqbool Khan, Waqar Mehmood, Florian Sobieczky, Mario Pichler, Bernhard Moser:
A Comparative Analysis of Anomaly Detection Methods for Predictive Maintenance in SME. 22-31 - Asif Khan, Huaping Zhang, Nada Boudjellal, Lin Dai, Arshad Ahmad, Jianyun Shang, Philipp Haindl:
A Comparative Study Between Rule-Based and Transformer-Based Election Prediction Approaches: 2020 US Presidential Election as a Use Case. 32-43 - Ozan Cakiroglu, Volkmar Wieser, Werner Zellinger, Adriano Souza Ribeiro, Werner Kloihofer, Florian Kromp:
Detection of the 3D Ground Plane from 2D Images for Distance Measurement to the Ground. 44-54 - Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler:
Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data. 55-66
Applied Research, Technology Transfer and Knowledge Exchange in Software and Data Science
- Florian Kromp, Fabian Hinterberger, Datta Konanur, Volkmar Wieser:
Collaborative Aspects of Solving Rail-Track Multi-sensor Data Fusion. 69-78 - Johannes Himmelbauer, Michael Mayr, Sabrina Luftensteiner:
From Data to Decisions - Developing Data Analytics Use-Cases in Process Industry. 79-89 - Bernhard Heinzl, Christian Hinterreiter, Michael Roßbory, Christian Hinterdorfer:
Challenges in Mass Flow Estimation on Conveyor Belts in the Mining Industry: A Case Study. 90-99 - Duc-Tuyen Ta, Siwar Jendoubi, Aurélien Baelde:
A Table Extraction Solution for Financial Spreading. 100-111 - David Brunner, Fabian Schmid:
Synthetic Data in Automatic Number Plate Recognition. 112-118 - Somayeh Kargaran, Anna-Christina Glock, Bernhard Freudenthaler, Manuel Freudenberger, Martin Jech:
An Untold Tale of Scientific Collaboration: SCCH and AC2T. 119-128 - Bernhard Dorninger, Michael Moser, Josef Pichler, Michael Rappl, Jakob Sautter:
On the Creation and Maintenance of a Documentation Generator in an Applied Research Context. 129-140 - Carlos González-Val, Christian Eike Precker, Santiago Muiños-Landín:
Towards the Digitalization of Additive Manufacturing. 141-154 - Katja Bühler, Cornelia Travnicek, Veronika Nowak, Edgar R. Weippl, Lukas Fischer, Rudolf Ramler, Robert Wille:
Twenty Years of Successful Translational Research: A Case Study of Three COMET Centers. 155-166 - Lisa Ehrlinger, Christian Lettner, Werner Fragner, Günter Gsellmann, Susanne Nestelberger, Franz Rauchenzauner, Stefan Schützeneder, Martin Tiefengrabner, Jürgen Zeindl:
Data Integration, Management, and Quality: From Basic Research to Industrial Application. 167-178 - Frank Elberzhager, Patrick Mennig, Phil Stüpfert:
Building a YouTube Channel for Science Communication. 179-188 - Thomas Wetzlmaier, Claus Klammer, Hermann Haslauer:
Introduction of Visual Regression Testing in Collaboration Between Industry and Academia. 189-198 - Amaia Arregi, Iñaki Inza, Iñigo Bediaga:
Vibration Analysis for Rotatory Elements Wear Detection in Paper Mill Machine. 199-209 - Tim Kreuzer, Andrea Janes:
Introducing Data Science Techniques into a Company Producing Electrical Appliances. 210-220 - Roberto Confalonieri, Andrea Janes:
A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol. 221-231 - Manuela Geiß, Martin Baresch, Georgios C. Chasparis, Edwin Schweiger, Nico Teringl, Michael Zwick:
Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing. 232-242
Distributed Ledgers and Related Technologies
- Isamu Okada, Hannelore De Silva, Krzysztof Paruch:
Sending Spies as Insurance Against Bitcoin Pool Mining Block Withholding Attacks. 245-257 - Marco Huber, Vinzenz Treytl:
Risks in DeFi-Lending Protocols - An Exploratory Categorization and Analysis of Interest Rate Differences. 258-269 - Martin Hrusovský, Alfred Taudes:
Battling the Bullwhip Effect with Cryptography. 270-281 - Ivan Lazarov, Quentin Botha, Nathalia Oliveira Costa, Jakob Hackel:
Reporting of Cross-Border Transactions for Tax Purposes via DLT. 282-293 - Andreas Lackner, Seyed Amid Moeinzadeh Mirhosseini, Stefan Craß:
Securing File System Integrity and Version History Via Directory Merkle Trees and Blockchains. 294-304 - Pascal René Marcel Kubin:
Taxation of Blockchain Staking Rewards: Propositions Based on a Comparative Legal Analysis. 305-315 - Alexander Neulinger:
Comparison Framework for Blockchain Interoperability Implementations. 316-327
Cyber-security and Functional Safety in Cyber-physical Systems
- Nasser S. Albalawi, Michael Riegler, Jerzy W. Rozenblit:
Towards Strategies for Secure Data Transfer of IoT Devices with Limited Resources. 331-336 - Sebastian Stock, Atif Mashkoor, Alexander Egyed:
Application of Validation Obligations to Security Concerns. 337-346 - Michael Riegler, Johannes Sametinger, Christoph Schönegger:
Mode Switching for Secure Edge Devices. 347-356
Machine Learning and Knowledge Graphs
- Anna Breit, Laura Waltersdorfer, Fajar J. Ekaputra, Tomasz Miksa, Marta Sabou:
A Lifecycle Framework for Semantic Web Machine Learning Systems. 359-368 - Aleksei Karetnikov, Lisa Ehrlinger, Verena Geist:
Enhancing TransE to Predict Process Behavior in Temporal Knowledge Graphs. 369-374 - Zoe Vasileiou, Georgios Meditskos, Stefanos Vrochidis, Nick Bassiliades:
An Explainable Multimodal Fusion Approach for Mass Casualty Incidents. 375-379
Time Ordered Data
- Sabrina Luftensteiner, Patrick Praher:
Log File Anomaly Detection Based on Process Mining Graphs. 383-391 - Rainer Meindl, Konstantin Papesh, David Baumgartner, Emmanuel Helm:
A Scalable Microservice Infrastructure for Fleet Data Management. 392-401 - Ivo Bukovsky, Ondrej Budik:
Learning Entropy: On Shannon vs. Machine-Learning-Based Information in Time Series. 402-415 - Aleksei Karetnikov, Tobias Rehberger, Christian Lettner, Johannes Himmelbauer, Ramin Nikzad-Langerodi, Günter Gsellmann, Susanne Nestelberger, Stefan Schützeneder:
Using Property Graphs to Segment Time-Series Data. 416-423 - Sabrina Luftensteiner, Patrick Praher:
A Synthetic Dataset for Anomaly Detection of Machine Behavior. 424-431
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