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ORCIDLWDA 2022: Hildesheim, Germany
- Pascal Reuss, Viktor Eisenstadt, Jakob Michael Schönborn, Jero Schäfer:
Proceedings of the LWDA 2022 Workshops: FGWM, FGKD, and FGDB, Hildesheim (Germany), Oktober 5-7th, 2022. CEUR Workshop Proceedings 3341, CEUR-WS.org 2023
FGDB Workshop
- Thomas C. Rakow, Heide Faeskorn-Woyke, Inga Marina Saatz, Harm Knolle:
OER Tools and Courses for Teaching Database Systems as Developed in the Project EILD.nrw. 4-5 - Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl:
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract]. 6-7 - Matthias Urban, Carsten Binnig:
Hybrid Database Operations: Learned Operations for Seamless Querying of Textual and Tabular Data. 8-11
FGKD / KDML Workshop
- Katharina Beckh, Sebastian Müller, Stefan Rüping:
A Quantitative Human-Grounded Evaluation Process for Explainable Machine Learning. 13-20 - Florian Seiffarth, Tamás Horváth, Stefan Wrobel:
A Simple Heuristic for the Graph Tukey Depth Problem with Potential Applications to Graph Mining. 21-32 - Matthias Jakobs, Helena Kotthaus, Ines Röder, Maximilian Baritz:
SancScreen: Towards a Real-world Dataset for Evaluating Explainability Methods. 33-44 - Jero Schäfer, Lena Wiese:
ASDF-Dashboard: Automated Subgroup Detection and Fairness Analysis. 45-56 - Robin Stenzel, Max Lübbering, Bilge Ulusay, Daniel Uedelhoven, Rafet Sifa:
Matching Experts to Questions: A Comparison of Recommender Systems. 57-66 - Shashi Durbha, Thomas Goerttler, Eduardo Vellasques, Jan Hendrik Stockemer, Klaus Obermayer:
Intrinsic Analysis of Learned Representations in Encoder-Decoder Architectures. 67-78 - Jurgen O. D. van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller:
Multivariate Time Series Regression on Seismic Data Using Adaptive Residual CNNs. 79-90 - Sascha Mücke, Lukas Pfahler:
Check Mate: A Sanity Check for Trustworthy AI. 91-103 - Lisa Pucknat, Maren Pielka, Rafet Sifa:
Towards Informed Pre-Training for Critical Error Detection in English-German. 104-110
FGWM Workshop
- Ömer Ibrahim Erduran:
Machine Learning Algorithms for Cognitive and Autonomous BDI Agents. 112-123 - Leon Martin
, Andreas Henrich:
Specification and Validation of Quality Criteria for Git Repositories using RDF and SHACL. 124-135 - Andreas Korger, Joachim Baumeister:
An Active Annotation Support System for Regulatory Documents. 136-147 - Jannis Pilgrim, Jakob Kemmler, Moritz Wassmer, Silvio Echsle, Andreas Lommatzsch:
Guiding Users by Dynamically Generating Questions in a Chatbot System. 148-160 - Arnab Ghosh Chowdhury, Martin Atzmueller:
Towards Visual Explanations for Document Table Detection using Coarse Localization Maps. 161-172 - Konstantin Herud, Joachim Baumeister:
Testing Product Configuration Knowledge Bases Declaratively. 173-186 - Alexander Weber, Pascal Reuss, Jobst-Julius Bartels, Klaus-Dieter Althoff:
Providing Training Plans for Weight Training using CBR. 187-198 - Thomas Paetow, Johannes Wichmann, Hannes Reil, Michael Leyer:
Towards an Understanding of the Intention of University Members to Use Indoor Positioning Systems: A Unified Theory of Acceptance and Use Perspective. 199-212 - Simon Hachmeier, Robert Jäschke, Hadi Saadatdoorabi:
Music Version Retrieval from YouTube: How to Formulate Effective Search Queries? 213-226 - Nicole Looks, Andreas Korger:
A Feasibility Study for the Semantification of Cyclic Compliance Knowledge Transfer between Multinational Organizations. 227-233 - Marc Krüger:
An Approach to Profiler Detection of Cyber Attacks using Case-based Reasoning. 234-245 - Desiree Heim, Christian Jilek, Heiko Maus, Andreas Dengel:
A Retrospective Context Mining Approach For Bootstrapping Personal Knowledge Assistants. 246-257 - Jakob Michael Schoenborn, Klaus-Dieter Althoff:
Multi-Agent Case-Based Reasoning: a Network Intrusion Detection System. 258-269
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