LWDA

Publications

volume 3630, 2024

Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, Marburg, Germany, October 9-11, 2023. LWDA 3630 (2024)

2023

Fabio Barth, Leon Weber-Genzel, Ulf Leser
Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. LWDA (2023)
Chimi Wangmo, Lena Wiese
SuMExplorer: Summarisation-based Frequent Subgraph Mining for Visual Exploratory Subgraph Searching. LWDA (2023)
Jasmin Brandt, Elias Schede, Shivam Sharma, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney
Contextual Preselection Methods in Pool-based Realtime Algorithm Configuration. LWDA (2023)
Paul Herbst, Henning Baars
Accelerating literature screening for systematic literature reviews with Large Language Models - development, application, and first evaluation of a solution. LWDA (2023)
Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel
A Feature-wise Comparative Assessment of the CBR-based Methodologies FLEA and SEASALT. LWDA (2023)
Wieland Müller, Michael Leyer
Bridging the Gap: Examining the trust dimensions of smart contracts using supply chain applications. LWDA (2023)
Andreas Korger, Joachim Baumeister
Case-Based Sample Generation using Multi-Armed Bandits. LWDA (2023)
Oguz Serbetçi, Ulf Leser
Applicability of Models Trained on Generated Clinical German Datasets on Out-domain Data. LWDA (2023)
Mubaris Nadeem, Johannes Zenkert, Lisa Bender, Christian Weber, Madjid Fathi
KIRETT: Knowledge-Graph-Based Smart Treatment Assistant for Intelligent Rescue Operations. LWDA (2023)
Johannes Weidmann, Lorik Dumani, Ralf Schenkel
CLEARNESS: Coreference Resolution for Generating and Ranking Arguments Extracted from Debate Portals for Queries. LWDA (2023)
Arne Grünhagen, Maximilian Schütte, Annika Eichler, Marina Tropmann-Frick, Görschwin Fey
Enhancing Data Acquisition and Fault Analysis for Large-Scale Facilities: A Case Study on the Laser-Based Synchronization System at the European X-Ray Free-Electron Laser. LWDA (2023)
Maximilian Werling, Patrick Weber, Heiner Lasi
Datengenossenschaften als Datentreuhänder - Eine qualitative Analyse von Pilotprojekten. LWDA (2023)
Maik Fröbe, Jan Heinrich Reimer, Sean MacAvaney, Niklas Deckers, Janek Bevendorff, Benno Stein, Matthias Hagen, Martin Potthast
The Information Retrieval Experiment Platform. LWDA (2023)
Jens F. Lachenmaier, Maximilian Werling, Dominik Morar
Governance of Artificial Intelligence - A Framework Towards Ethical AI Applications. LWDA (2023)
Andreas Lommatzsch, Brandon Llanque, Vinay Srinath Rosenberg, Syed Ali Murad Tahir, Hristo Dimitrov Boyadzhiev, Maurice Walny
Combining Information Retrieval and Large Language Models for a Chatbot that Generates Reliable, Natural-style Answers. LWDA (2023)
Meijie Li, Wolfgang Galetzka, Bahadir Eryilmaz, Georg Christian Lodde, Elisabeth Livingstone, Jörg Schlötterer, Christin Seifert
Patient trajectory visualization for FHIR healthcare data: A use case on melanoma patients. LWDA (2023)
Markus Bertram, Johannes Schäfer, Thomas Mandl
Comparative Survey of German Hate Speech Datasets: Background, Characteristics and Biases. LWDA (2023)
Tobias Hirmer, Michaela Ochs, Andreas Henrich
Vertical Search Scenarios within a Digital Study Planning Assistant. LWDA (2023)
Pierre Haritz, Thomas Liebig
Free-Energy Advantage Functions for Policy Transfer to Noisy Environments with Safety Constraints. LWDA (2023)
Maximilian S. Langohr, Tim Vogler, Klaus Meyer-Wegener
SKYSHARK: A Benchmark with Real-world Data for Line-rate Stream Processing with FPGAs. LWDA (2023)
Leon Martin, Andreas Henrich
A Testbed for Dual-Entity Knowledge Panels. LWDA (2023)
Martin Bullin, Andreas Henrich
Applied Face Recognition in the Humanities. LWDA (2023)
Joachim Baumeister, Valentin Roß
SKOS-Utils: Developing and Checking SKOS Knowledge Graphs (Tool Presentation). LWDA (2023)
Pascal Janetzky, Philip Lissmann, Andreas Hotho, Anna Krause
Automatic Speech Detection on a Smart Beehive's Raspberry Pi. LWDA (2023)
Andreas Schliebitz, Heiko Tapken, Martin Atzmueller
Preprocessing Ground-Based Hyperspectral Image Data for Improving CNN-based Classification. LWDA (2023)
Sascha Mücke, Thore Gerlach
Efficient Light Source Placement using Quantum Computing. LWDA (2023)
Philipp Schaer, Svetlana Myshkina, Jüri Keller
Preliminary Results of a Scientometric Analysis of the German Information Retrieval Community 2020-2023. LWDA (2023)
Lars Lenssen, Niklas Strahmann, Erich Schubert
Fast k-Nearest-Neighbor-Consistent Clustering. LWDA (2023)
Marc Krüger
Comparative Analysis of Text-Based CBR Algorithms for Cybercrime Profiling Investigations. LWDA (2023)
Jonas Hanselle, Jaroslaw Kornowicz, Stefan Heid, Kirsten Thommes, Eyke Hüllermeier
Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. LWDA (2023)
Florian Siepe, Phillip Wenig, Thorsten Papenbrock
A Few Models to Rule Them All: Aggregating Machine Learning Models. LWDA (2023)
Simon Hachmeier, Robert Jäschke
Cover Song Identification in Practice with Multimodal Co-Training. LWDA (2023)
Christoph Großmann, Johannes Schildgen
Integrating Machine Learning into SQL with Exasol. LWDA (2023)
Maike Holtkemper, Maria Potanin, Alexander Oberst, Christian Beecks
Risk Identification of Data Science Projects: A Literature Review. LWDA (2023)
Tobias Koopmann, Jan Pfister, André Markus, Astrid Carolus, Carolin Wienrich, Andreas Hotho
Higher-Order DeepTrails: Unified Approach to *Trails. LWDA (2023)
Beat Tödtli, Sebastian Müller, Melanie Rickenmann, Janine Vetsch, Simon Haug
A Document Tagging Support System for Nursing Care Experts. LWDA (2023)
Mark Lukas Möller, Dominique Hausler, Sebastian Strasser, Tanja Auge, Meike Klettke
Heterogeneity in NoSQL Databases - Challenges of Handling schema-less Data. LWDA (2023)
Melanie Schaller, Michael Steininger, Andrzej Dulny, Daniel Schlör, Andreas Hotho
Liquor-HGNN: A heterogeneous graph neural network for leakage detection in water distribution networks. LWDA (2023)
Marcel Mauri, Ömer Ibrahim Erduran, Thu Pham Dieu Anh, Mirjam Minor
Integrating BDI Agents with the MATSim Traffic Simulation for Autonomous Mobility on Demand. LWDA (2023)
Tom Alby
The Data Dilemma: Google Analytics' Untapped Potential and Web Data Literacy. LWDA (2023)
Sebastian Diem, Thomas Mandl
Automatic Classification of Portraits: Application of Transformer and CNN Based Models for an Art Historic Dataset. LWDA (2023)
Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig
Pythagoras: Semantic Type Detection of Numerical Data Using Graph Neural Networks. LWDA (2023)
Martin Poppinga, Joel Graef, Konrad Diedrich, Matthias Rarey, Norbert Ritter
Database and Workflow Optimizations for Spatial-Geometric Queries in GeoMine. LWDA (2023)
Benedikt Augenstein, Darjan Salaj
Exploiting Foundation Models for Spoken Language Identification. LWDA (2023)
Till Carlo Schelhorn, Jonas Gunklach, Alexander Maedche
Designing an Analytical Control Chart System with ML-predicted Quality Characteristics. LWDA (2023)

volume 3341, 2023

Proceedings of the LWDA 2021 Workshops: FGWM, FGKD, and FGDB, Hildesheim (Germany), Oktober 5-7th, 2022. LWDA 3341 (2023)

2022