148 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- TU WienAT20 papers
- Universität für Weiterbildung KremsAT8 papers
- University of ViennaAT6 papers
- Johannes Gutenberg University MainzDE4 papers
- University of SheffieldGB4 papers
- Durham UniversityGB3 papers
- Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteDE3 papers
- Graz University of TechnologyAT3 papers
- Universität HamburgDE3 papers
- Centre for Social InnovationCA2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Jagiellonian UniversityPL2 papers
71 papers
Training Set Synthesis for Bioacoustic Denoising: A Case Study With Mice
Reyhaneh Abbasi, Peter Balazs, Vincent Lostanlen +4
Bioacoustic recordings are often degraded by ambient noise, which complicates the analysis of weak or noise-overlapped vocalizations. Convolutional neural networks, particularly U-…
Digital Twins for Small Towns and Rural Regions: Data Integration, Simulation and Visualisation Across Three Use Cases in Lower Austria
Thomas Delissen, Lukas Daniel Klausner, Maximilian Lackner +2
Smart city and digital twin concepts hold considerable potential for improving local governance and planning, yet practical implementations have almost exclusively focused on large…
AI of the People, by the People, for the People: A Social Choice Approach to Collective Control of Artificial Intelligence
Paul Anton Bachmann, Niclas Boehmer, Lukas Daniel Klausner +1
With the growing adoption of AI systems, reasoning about how society can exert control over AI becomes an increasingly urgent problem. Existing work on democratic control largely f…
A Matter of Time: Revealing the Structure of Time in Vision-Language Models
Nidham Tekaya, Manuela Waldner, Matthias Zeppelzauer
Large-scale vision-language models (VLMs) such as CLIP have gained popularity for their generalizable and expressive multimodal representations. By leveraging large-scale training…
Visual Tools for Input and Reflection in Social Work
Alexander Rind, Julia Boeck
Social workers need visual tools to collect information about their client's life situation, so that they can reflect it together and choose tailored interventions. easyNWK and eas…
Small Towns, Big Questions: Methodological Insights into Use Case Selection for Digital Twins in Small Towns
Lucy Temple, Gabriela Viale Pereira, Laura Kaltenbrunner +1
Selecting appropriate use cases for implementing digital solutions in small towns is a recurring challenge for smart city projects. This paper presents a transdisciplinary methodol…
Interactive Discovery and Exploration of Visual Bias in Generative Text-to-Image Models
Johannes Eschner, Roberto Labadie-Tamayo, Matthias Zeppelzauer +1
Bias in generative Text-to-Image (T2I) models is a known issue, yet systematically analyzing such models' outputs to uncover it remains challenging. We introduce the Visual Bias Ex…
Surveillance Disguised as Protection: A Comparative Analysis of Sideloaded and In-Store Parental Control Apps
Eva-Maria Maier, Leonie Maria Tanczer, Lukas Daniel Klausner
Parental control applications, software tools designed to manage and monitor children's online activities, serve as essential safeguards for parents in the digital age. However, th…
Machine Learning in Biomechanics: Key Applications and Limitations in Walking, Running, and Sports Movements
Carlo Dindorf, Fabian Horst, Djordje Slijepčević +5
This chapter provides an overview of recent and promising Machine Learning applications, i.e. pose estimation, feature estimation, event detection, data exploration & clustering, a…
If It Looks Like a Rootkit and Deceives Like a Rootkit: A Critical Examination of Kernel-Level Anti-Cheat Systems
Christoph Dorner, Lukas Daniel Klausner
Addressing a critical aspect of cybersecurity in online gaming, this paper systematically evaluates the extent to which kernel-level anti-cheat systems mirror the properties of roo…
The Future is Meta: Metadata, Formats and Perspectives towards Interactive and Personalized AV Content
Alexander Weller, Werner Bleisteiner, Christian Hufnagel +1
The production of media content has undergone tremendous changes in recent years. Multiple daily content updates are just as common for some platforms as is processing the provided…
Unravelling the Use of Digital Twins to Assist Decision- and Policy-Making in Smart Cities
Lucy Temple, Gabriela Viale Pereira, Lukas Daniel Klausner
This short paper represents a systematic literature review that sets the basis for the future development of a framework for digital twin-based decision support in the public secto…
Investigating the Effect of Operation Mode and Manifestation on Physicalizations of Dynamic Processes
Daniel Pahr, Henry Ehlers, Hsiang-Yun Wu +2
We conducted a study to systematically investigate the communication of complex dynamic processes along a two-dimensional design space, where the axes represent a representation's…
How Periodic Forecast Updates Influence MRP Planning Parameters: A Simulation Study
Wolfgang Seiringer, Klaus Altendorfer, Thomas Felberbauer +2
In many supply chains, the current efforts at digitalization have led to improved information exchanges between manufacturers and their customers. Specifically, demand forecasts ar…
Open Your Ears and Take a Look: A State-of-the-Art Report on the Integration of Sonification and Visualization
Kajetan Enge, Elias Elmquist, Valentina Caiola +7
The research communities studying visualization and sonification for data display and analysis share exceptionally similar goals, essentially making data of any kind interpretable…
Smart Cities and Digital Twins in Lower Austria
Gabriela Viale Pereira, Lukas Daniel Klausner, Lucy Temple +3
Smart city solutions require innovative governance approaches together with the smart use of technology, such as digital twins, by city managers and policymakers to manage the big…
Towards a Critical Open-Source Software Database
Tobias Dam, Lukas Daniel Klausner, Sebastian Neumaier
Open-source software (OSS) plays a vital role in the modern software ecosystem. However, the maintenance and sustainability of OSS projects can be challenging. In this paper, we pr…
More on Halfway New Cardinal Characteristics
Barnabás Farkas, Lukas Daniel Klausner, Marc Lischka
We continue investigating variants of the splitting and reaping numbers introduced in arXiv:1808.02442. In particular, answering a question raised there, we prove the consistency o…
Building a Knowledge Graph of Distributed Ledger Technologies
Lukas König, Sebastian Neumaier
Distributed ledger systems have become more prominent and successful in recent years, with a focus on blockchains and cryptocurrency. This has led to various misunderstandings abou…
Explaining machine learning models for age classification in human gait analysis
Djordje Slijepcevic, Fabian Horst, Marvin Simak +7
Machine learning (ML) models have proven effective in classifying gait analysis data, e.g., binary classification of young vs. older adults. ML models, however, lack in providing h…
Explaining automated gender classification of human gait
Fabian Horst, Djordje Slijepcevic, Matthias Zeppelzauer +6
State-of-the-art machine learning (ML) models are highly effective in classifying gait analysis data, however, they lack in providing explanations for their predictions. This "blac…
"Es geht um Respekt, nicht um Technologie": Erkenntnisse aus einem Interessensgruppen-übergreifenden Workshop zu genderfairer Sprache und Sprachtechnologie
Sabrina Burtscher, Katta Spiel, Lukas Daniel Klausner +2
With the increasing attention non-binary people receive in Western societies, strategies of gender-fair language have started to move away from binary (only female/male) concepts o…
Perspectives of Visualization Onboarding and Guidance in VA
Christina Stoiber, Davide Ceneda, Markus Wagner +5
A typical problem in Visual Analytics is that users are highly trained experts in their application domains, but have mostly no experience in using VA systems. Thus, users often ha…
Finding Your Way Through the Jungle of Big Data Architectures
Torsten Priebe, Sebastian Neumaier, Stefan Markus
This paper presents a systematic review of common analytical data architectures based on DAMA-DMBOK and ArchiMate. The paper is work in progress and provides a first view on Gartne…