Axel Weißenfeld

Search results

• 2025

  Building a Data Space for the Public Security Domain using Smart Contracts

  Karl, R., Mazzonello, V., Pacheco, B., Silveira, J., Schlarb, S. (Author and Speaker), Siska, V. & Weißenfeld, A., 2025, 2024 4th Intelligent Cybersecurity Conference, ICSC 2024. 2024 4th Intelligent Cybersecurity Conference (ICSC), p. 32-38

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

  • Public Security 100%
• 2024

  Adapting Ontology-based Data Access for Data Spaces

  Andresel, M. (Author and Speaker), Siska, V., David, R., Schlarb, S. & Weißenfeld, A., 2024, The Second International Workshop on Semantics in Dataspaces, co-located with the Extended Semantic Web Conference, May 26 – 27, 2024, Hersonissos, Greece: SDS 2024 co-located with ESWC 2024. Theissen-Lipp, J., Colpaert, P., Sowe, S. K., Curry, E. & Decker, S. (eds.). Vol. 3705. 13 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

  • Interoperability 100%
  • Ontology 100%
  • Data Sharing 100%
  • Data Access 100%
  • Semantic Web 100%

• A Risk Assessment and Legal Compliance Framework for Supporting Personal Data Sharing with Privacy Preservation for Scientific Research

  Baloukas, C. (Author and Speaker), Papadopoulos, L., Demestichas, K., Weißenfeld, A., Schlarb, S., Aramburu, M., Redó, D., García, J., Gaines, S., Marquenie, T. & Peter, I. E., 2024, 21th International Workshop on Trust, Privacy and Security in the Digital Society: The International Conference on Availability, Reliability and Security.. Association for Computing Machinery, Vol. 184. p. 1-10

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Data Sharing 100%
  • Personal Data 100%
  • Privacy Preservation 100%
  • Legal Compliance 100%
  • Provider Data 60%

• Automatic AI-Supported Information Extraction in Natural Hazards Reconnaissance

  Duro, R. (Author and Speaker), Weißenfeld, A., Andresel, M., Siska, V., Ignjatovic, D. & Singewald, C., 6 Sept 2024, 32th Interdisciplinary Information Management Talks - IDIMT 2024: Changes to ICT, Management, and Business Processes through AI. Doucek, P., Sonntag, M. & Nedomova, L. (eds.). Vol. 53. p. 23-33

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

  • Information Extraction 100%
  • Reconnaissance 100%
  • Artificial Intelligence 100%
  • Natural Hazard 100%
  • Responder 33%

• Federated Learning for Anomaly Detection in Maritime Movement Data

  Graser, A. (Author and Speaker), Weißenfeld, A., Heistracher, C., Dragaschnig, M. & Widhalm, P., 2024, Proceedings of MDM 2024. p. 77-82

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

  • Anomaly Detection 100%
  • Federated Learning 100%
  • Learning Model 100%
  • Communication Cost 50%
  • Data Privacy 25%

• Practical Approach for Processing and Fusion of Multimodal Data for Reconnaissance

  Duro, R. (Author and Speaker), Weißenfeld, A., Singewald, C., Andresel, M., Ignjatovic, D. & Siska, V., Nov 2024, Technology for Defense and Security Proceedings. p. 40-45

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Reconnaissance 100%
  • Information Extraction 50%
  • Data Fusion 50%
  • Potential Benefit 50%
  • Large Language Model 50%

• Spatio-Temporal Vertical Federated Learning to Overcome Data Sharing Limitations

  Lorencio Abril, J. A. (Author and Speaker), Graser, A., Weißenfeld, A. & Naghibzadeh-Jalali, A., 2 Sept 2024, Abstracts of the International Cartographic Association. 95 ed. Copernicus Publications, Vol. 7. 2 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation

  Open Access

  • Data Sharing 100%
  • Federated Learning 100%
  • Machine Learning 45%
  • Learning System 45%
  • Spatiotemporal Data 27%
• 2023

  Deep Learning from Trajectory Data: a Review of Deep Neural Networks and the Trajectory Data Representations to Train Them

  Graser, A. (Speaker), Naghibzadeh-Jalali, A., Lampert, J., Weißenfeld, A. & Janowicz, K., 2023, CEUR Workshop Proceedings 2023. Fletcher, G. & Kantere, V. (eds.). Vol. 3379. 12 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Trajectory Data 100%
  • Deep Neural Network 100%
  • Data Representation 100%
  • Deep Learning Method 100%
  • Neural Network 100%

• Federated Learning for Predictive Maintenance and Quality Inspection in Industrial Applications

  Pruckovskaja, V., Weißenfeld, A., Heistracher, C., Graser, A., Kafka, J., Leputsch, P., Schall, D. & Kemnitz, J., 2023, 2023 Prognostics and Health Management Conference (PHM Paris 2023). S. Kulkarni, C. & Roychoudhury, I. (eds.). Vol. 15. p. 1-6 6 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

  • Federated Learning 100%
  • Industrial Applications 100%
  • Machine Learning 33%
  • Learning System 33%
  • Industry 4.0 16%

• Impact of AI: Gamechanger for Image Classification in Historical Research?

  Vignoli, M., Gruber, D., Simon, R. & Weißenfeld, A., 2023, Digitale Methoden in der geschichtswissenschaftlichen Praxis: Fachliche Transformationen und ihre epistemologischen Konsequenzen: Konferenzbeiträge der Digital History 2023, Berlin, 23.-26.5.2023. Berlin, p. 1-15 15 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

  • Historical Research 100%
  • Artificial Intelligence 100%
  • Quantitative Method 14%
  • Bookform Materials 14%
  • Learning Algorithm 14%

• Should I Sample it or Not? Improving Quality Assurance Efficiency Through Smart Active Sampling

  Heistracher, C. (Author and Speaker), Casas-Hernandez, P., Stricker, S., Weißenfeld, A., Schall, D. & Kemnitz, J., 16 Nov 2023, IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society. p. 1-6 6 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Learning System 100%
  • Artificial Intelligence 100%
  • Model Prediction 33%
  • Production Line 33%
  • Early Detection 33%
• 2022

  Case study of the acquisition of contactless fingerprints in a real police setting

  Weißenfeld, A., Schmid, R., Kohn, B. (Speaker), Strobl, B. & Fernandez Dominguez, G. J., 2022, Proceedings International Conference of the Biometrics Special Interest Group (BIOSIG). p. 1-5 5 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

• Novel contactless fingerprint scanner

  Weißenfeld, A., Voko, E., Schmid, R., Strobl, B., Kohn, B. & Fernandez Dominguez, G. J., 2022, Proceedings of the OAGM Workshop 2022 : Digitalization for Smart Farming and Forestry. p. 74-76

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Mobile Device 100%
  • Recognition System 100%
  • Fingerprint Scanner 100%
  • Integrated System 100%

• Vision-Language Models for Filtering and Clustering Forensic Data

  Weißenfeld, A., Weichselbaum, D., Wimmer, C., Tschapka, M. & Strobl, B., 2022, Proceedings of the OAGM Workshop 2022: Digitalization for Smart Farming and Forestry. Bürstmayr, H., Gronauer, A., Holzinger, A., Roth, P. M. & Stampfer, K. (eds.). p. 82-84

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Language Modeling 100%
  • Enforcement Agency 50%
  • Graphical User Interface 50%
• 2020

  On Learning Vehicle Detection in Satellite Video

  Pflugfelder, R. (Speaker), Weißenfeld, A. & Wagner, J., 2020, Proceedings of the 25th Computer Vision Winter Workshop Conference. p. 8-16 9 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2018

  Contactless Finger and Face Capturing on a Secure Handheld Embedded Device

  Weißenfeld, A. (Speaker), Strobl, B. & Daubner, F., 2018, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE). p. 1321-1326 6 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2016

  Architecture for Dymanic Allocation of Computer Vision Tasks

  Weißenfeld, A. (Speaker), Opitz, A., Pflugfelder, R. & Fernandez Dominguez, G. J., 2016, Proceedings of the 10th International Conference on Distributed Smart Cameras. p. 50-56 7 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2014

  Security Components in a One-Stop-Shop Border Control System

  Kriechbaum, A. (Speaker), Weißenfeld, A. & Szklarski, L., 2014, Proceedings of 2014 IEEE Joint Intelligence and Security Informatics Conference. p. 228-231 4 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review