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LWDA
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2016
2024
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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
Leon Martin
,
Andreas Henrich
Specification and Validation of Quality Criteria for Git Repositories using RDF and SHACL.
LWDA
(2022)
Jurgen O. D. van den Hoogen
,
Stefan Bloemheuvel
,
Martin Atzmueller
Multivariate Time Series Regression on Seismic Data Using Adaptive Residual CNNs.
LWDA
(2022)
Bonaventura Del Monte
,
Steffen Zeuch
,
Tilmann Rabl
,
Volker Markl
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract].
LWDA
(2022)