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LWDA 2020: Online Event, Germany
- Daniel Trabold, Pascal Welke, Nico Piatkowski:
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", Online, September 9-11, 2020. CEUR Workshop Proceedings 2738, CEUR-WS.org 2020
Keynote Talks
- Geoffrey I. Webb:
Time Series Classification at Scale. 2 - Kristian Kersting:
On Hybrid and Systems AI. 3 - Thomas Gärtner:
Interactive Machine Learning with Structured Data. 4
KDML Workshop
- Raphael Fischer, Matthias Jakobs, Sascha Mücke, Katharina Morik:
Solving Abstract Reasoning Tasks with Grammatical Evolution. 6-10 - Anna Beer
, Daniyal Kazempour, Julian Busch, Alexander Tekles, Thomas Seidl:
Grace - Limiting the Number of Grid Cells for Clustering High-Dimensional Data. 11-22 - Lorik Dumani, Christin Katharina Kreutz, Manuel Biertz, Alex Witry, Ralf Schenkel:
Segmenting and Clustering Noisy Arguments. 23-34 - Beat Tödtli, Maurus Kühne:
Combining Universal Adversarial Perturbations. 35-46 - Mofassir ul Islam Arif, Mohsan Jameel, Josif Grabocka, Lars Schmidt-Thieme:
Phantom Embeddings: Using Embeddings Space for Model Regularization in Deep Neural Networks. 47-58 - Maximilian Harth, Christian Schorr, Rolf Krieger:
A Hierarchical multi-level Product Classification Workbench for Retail. 59-69 - Cem Basoglu, Grit Behrens, Konrad Mertes, Matthias Diehl:
Comparison of Knowledge-based Feature Vector Extraction and Geometrical Parameters of Photovoltaic I-V Curves. 70-75 - Birgit Kirsch, Sven Giesselbach, Timothée Schmude, Malte Völkening, Frauke Rostalski, Stefan Rüping:
Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain. 76-87 - Jörg Kindermann, Katharina Beckh:
Fusing Multi-label Classification and Semantic Tagging. 88-99 - Karsten Tymann, Louis Steinkamp, Oxana Zhurakovskaya, Carsten Gips:
Native Sentiment Analysis Tools vs. Translation Services - Comparing GerVADER and VADER. 100-104 - Oxana Zhurakovskaya, Louis Steinkamp, Karsten Tymann, Carsten Gips:
EmoDex - An Emotion Detection Tool Composed of Established Techniques. 105-116
FGWM Workshop
- Andreas Korger, Joachim Baumeister:
Construction of a Corpus for the Evaluation of Textual Case-based Reasoning Architectures. 118-129 - Jobst-Julius Bartels, Sebastian Viefhaus, Philipp Yasrebi-Soppa, Pascal Reuss, Klaus-Dieter Althoff:
Visualizing the Behaviour of CBR Agents in a FPS Scenario. 130-141 - Marcel Heinz, Jakob Michael Schoenborn, Klaus-Dieter Althoff:
Development and Implementation of a Case-Based Reasoning Approach to Speed-Up Deep Reinforcement Learning through Case-Injection for AI Gameplay. 142-153 - Jakob Michael Schoenborn, Klaus-Dieter Althoff:
Towards Case-Based Reasoning in Real-Time Strategy Environments with SEASALT. 154-161 - Joscha Grüger, Ralph Bergmann, Yavuz Kazik, Martin Kuhn:
Process Mining for Case Acquisition in Oncology: A Systematic Literature Review. 162-173 - Viktor Eisenstadt, Klaus-Dieter Althoff, Christoph Langenhan:
Student Graduation Projects in the Context of Framework for AI-Based Support of Early Conceptual Phases in Architecture. 174-179 - Kaja Balzereit, Marta Fullen, Oliver Niggemann:
A Concept for the Automated Reconfiguration of Quadcopters. 180-191 - Clarissa Dietrich, Sebastian Schriml, Ralph Bergmann, Benjamin Raue:
INWEND: Using CBR to Automate Legal Assessment in the Context of the EU General Data Protection Regulation. 192-201
FGWIBIA Workshop
- Jule Aßmann, Joachim Sauer, Michael Schulz:
Ein agiles Vorgehensmodell zur Einführung von Predictive Analytics in Unternehmen(An agile process model for the introduction of predictive analytics in companies). 203-217 - Mario Cichonczyk, Carsten Gips:
Comparing Brand Perception Through Exploratory Sentiment Analysis in Social Media. 218-233 - Claus Brell, Ralf Kuron, Wilhelm Mülder:
Substitution der Akteur-Beteiligung durch KI und BI am Beispiel eines Logistik-Projekts in den Neuss-Düsseldorfer Häfen(Substitution of stakeholder participation by AI and BI using the example of a logistics project in the Neuss-Düsseldorf ports). 234-239
FGDB Workshop
- David Haller, Richard Lenz:
Discovery of Ontologies from Implicit User Knowledge. 241-245 - Jan Ehmüller, Lasse Kohlmeyer, Holly McKee, Daniel Paeschke, Tim Repke, Ralf Krestel, Felix Naumann:
Sense Tree: Discovery of New Word Senses with Graph-based Scoring. 246-257 - Tanja Auge, Erik Manthey, Susanne Jürgensmann, Susanne Feistel, Andreas Heuer:
Schema Evolution and Reproducibility of Long-term Hydrographic Data Sets at the IOW. 258-269 - Demian E. Vöhringer, Klaus Meyer-Wegener:
Future Fetch - Towards a Ticket-based Data Access from Secondary Storage in Database Systems. 270-278 - Till Affeldt, Stephan Mennicke, Wolf-Tilo Balke:
Modeling Interdependent Preferences over Incomplete Knowledge Graph Query Answers. 279-290 - Peter K. Schwab, Klaus Meyer-Wegener:
Towards Evolutionary, Domain-Specific Query Classification Based on Policy Rules. 291-295
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