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LWDA 2021: Online Event, Germany
- Thomas Seidl, Michael Fromm, Sandra Obermeier:
Proceedings of the LWDA 2021 Workshops: FGWM, KDML, FGWI-BIA, and FGIR, Online, September 1-3, 2021. CEUR Workshop Proceedings 2993, CEUR-WS.org 2021
Session 1: FGWM Workshop
- Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel:
Leveraging Context-Aware Recommender Systems for Improving Personal Knowledge Assistants by Introducing Contextual States. 1-12 - Arnab Ghosh Chowdhury, Nils Schut, Martin Atzmüller:
A Hybrid Information Extraction Approach using Transfer Learning on Richly-Structured Documents. 13-25 - Andreas Korger, Joachim Baumeister:
Rule-based Semantic Relation Extraction in Regulatory Documents. 26-37 - Hannes Reil, Michael Leyer:
How Smart Services Affect Relevant Job Characteristics in Production Environments. 38-42 - Pascal Reuss, Klaus-Dieter Althoff:
Using Gaming Environments to Teach the Idea and Application of CBR. 43-53 - Pascal Reuss, Wasgen Muradian, Klaus-Dieter Althoff:
Towards a Domain-Specific Language for Knowledge Maintenance of CBR Systems. 54-65 - Jakob Michael Schoenborn, Klaus-Dieter Althoff:
Detecting SQL-Injection and Cross-Site Scripting Attacks Using Case-Based Reasoning and SEASALT. 66-77
Session 2: FGKD Workshop
- Nil Ayday, Debarghya Ghoshdastidar:
Improvement on Incremental Spectral Clustering. 78-85 - Bettina Finzel, René Kollmann, Ines Rieger, Jaspar Pahl, Ute Schmid:
Deriving Temporal Prototypes from Saliency Map Clusters for the Analysis of Deep-Learning-based Facial Action Unit Classification. 86-97 - Felix Gonsior, Sascha Mücke, Katharina Morik:
Structure Search for Normalizing Flows. 98-105 - Christopher Hagedorn, Johannes Huegle:
Constraint-Based Causal Structure Learning in Multi-GPU Environments. 106-118 - Philip Hausner, Michael Gertz:
News Article Extraction Using Graph Embeddings. 119-132 - Patrick Kolpaczki, Viktor Bengs, Eyke Hüllermeier:
Identifying Top-k Players in Cooperative Games via Shapley Bandits. 133-144 - Andreas Lohrer, Anna Beer
, Maximilian Archimedes Xaver Hünemörder, Jenny Lauterbach, Thomas Seidl, Peer Kröger:
AnyCORE - An Anytime Algorithm for Cluster Outlier REmoval. 145-156 - Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Maren Pielka, Christian Bauckhage, Rafet Sifa:
Utilizing Representation Learning for Robust Text Classification Under Datasetshift. 157-162 - Deniz Neufeld:
Visualization Methods for Periodic Time Series Data. 163-172 - Tobias Rohrer, Ludwig Samuel, Adriatik Gashi
Foosball Table Goalkeeper Automation Using Reinforcement Learning. 173-182 - Lars Schmarje, Reinhard Koch:
Life Is Not Black and White - Combining Semi-supervised Learning With Fuzzy Labels. 183-190 - Erich Schubert
HACAM: Hierarchical Agglomerative Clustering Around Medoids - and its Limitations. 191-204 - Leonid Schwenke, Martin Atzmueller:
Abstracting Local Transformer Attention for Enhancing Interpretability on Time Series Data. 205-218 - Erik Thordsen, Erich Schubert
CANDLE: Classification And Noise Detection With Local Embedding Approximations. 219-231
Session 3: FGBI Workshop
- Malte Constantinescu, Michael Schulz, Kerstin Schneider:
Konzeption einer Anwendung zur Ad-hoc-Sternschema-Generierung. 232-241 - Thomas Rupek:
Establishing Governance Structures for Analytics-Driven Interorganizational Data Sharing Networks - Designing a Framework Based on a Qualitative Study. 242-257 - Sebastian Trinks:
Real Time Quality Assurance and Defect Detection in Industry 4.0. 258-267 - Maximilian Werling:
Gestaltung eines methodischen Vorgehens bei der Auswahl eines konzeptionellen Ansatzes zur Befähigung kooperativer Wertschöpfung. 268-278
Session 4: FGIR Workshop
- Fabian Haak:
Emojis in Lexicon-Based Sentiment Analysis: Creating Emoji Sentiment Lexicons from Unlabeled Corpora. 279-286 - Jurek Leonhardt, Fabian Beringer, Avishek Anand:
Exploiting Sentence-Level Representations for Passage Ranking. 287-302
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