LWDA 2020
Lernen, Wissen, Daten, Analysen 2020

Table of Contents

Front Matter

• Preface
  
  
• Organization
  
  
• Program Committee
  
  

Keynote Talks

• Time Series Classification at Scale 2
  Geoffrey I. Webb
• On Hybrid and Systems AI 3
  Kristian Kersting
• Interactive Machine Learning with Structured Data 4
  Thomas Gärtner

KDML Workshop

• Solving Abstract Reasoning Tasks with Grammatical Evolution 6-10
  Raphael Fischer, Matthias Jakobs, Sascha Mücke, Katharina Morik
• Grace - Limiting the Number of Grid Cells for Clustering High-Dimensional Data 11-22
  Anna Beer, Daniyal Kazempour, Julian Busch, Alexander Tekles, Thomas Seidl
• Segmenting and Clustering Noisy Arguments 23-34
  Lorik Dumani, Christin Katharina Kreutz, Manuel Biertz, Alex Witry, Ralf Schenkel
• Combining Universal Adversarial Perturbations 35-46
  Beat Tödtli, Maurus Kühne
• Phantom Embeddings: Using Embeddings Space for Model Regularization in Deep Neural Networks 47-58
  Mofassir Ul Islam Arif, Mohsan Jameel, Josif Grabocka, Lars Schmidt-Thieme
• A Hierarchical multi-level Product Classification Workbench for Retail 59-69
  Maximilian Harth, Christian Schorr, Rolf Krieger
• Comparison of Knowledge-based Feature Vector Extraction and Geometrical Parameters of Photovoltaic I-V Curves 70-75
  Cem Basoglu, Grit Behrens, Konrad Mertes, Matthias Diehl
• Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain 76-87
  Birgit Kirsch, Sven Giesselbach, Timothée Schmude, Malte Völkening, Frauke Rostalski, Stefan Rüping
• Fusing Multi-label Classification and Semantic Tagging 88-99
  Jörg Kindermann, Katharina Beckh
• Native Sentiment Analysis Tools vs. Translation Services - Comparing GerVADER and VADER 100-104
  Karsten Tymann, Louis Steinkamp, Oxana Zhurakovskaya, Carsten Gips
• EmoDex - An Emotion Detection Tool Composed of Established Techniques 105-116
  Oxana Zhurakovskaya, Louis Steinkamp, Karsten Tymann, Carsten Gips

FGWM Workshop

• Construction of a Corpus for the Evaluation of Textual Case-based Reasoning Architectures 118-129
  Andreas Korger, Joachim Baumeister
• Visualizing the Behaviour of CBR Agents in a FPS Scenario 130-141
  Jobst-Julius Bartels, Sebastian Viefhaus, Philipp Yasrebi-Soppa, Pascal Reuss, 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
  Marcel Heinz, Jakob Michael Schoenborn, Klaus-Dieter Althoff
• Towards Case-Based Reasoning in Real-Time Strategy Environments with SEASALT 154-161
  Jakob Michael Schoenborn, Klaus-Dieter Althoff
• Process Mining for Case Acquisition in Oncology: A Systematic Literature Review 162-173
  Joscha Grüger, Ralph Bergmann, Yavuz Kazik, Martin Kuhn
• Student Graduation Projects in the Context of Framework for AI-Based Support of Early Conceptual Phases in Architecture 174-179
  Viktor Eisenstadt, Klaus-Dieter Althoff, Christoph Langenhan
• A Concept for the Automated Reconfiguration of Quadcopters 180-191
  Kaja Balzereit, Marta Fullen, Oliver Niggemann
• INWEND: Using CBR to Automate Legal Assessment in the Context of the EU General Data Protection Regulation 192-201
  Clarissa Dietrich, Sebastian Schriml, Ralph Bergmann, Benjamin Raue

FGWIBIA Workshop

• Ein agiles Vorgehensmodell zur Einführung von Predictive Analytics in Unternehmen
  (An agile process model for the introduction of predictive analytics in companies) 203-217
  Jule Aßmann, Joachim Sauer, Michael Schulz
• Comparing Brand Perception Through Exploratory Sentiment Analysis in Social Media 218-233
  Mario Cichonczyk, Carsten Gips
• 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
  Claus Brell, Ralf Kuron, Wilhelm Mülder

FGDB Workshop

• Discovery of Ontologies from Implicit User Knowledge 241-245
  David Haller, Richard Lenz
• Sense Tree: Discovery of New Word Senses with Graph-based Scoring 246-257
  Jan Ehmüller, Lasse Kohlmeyer, Holly McKee, Daniel Paeschke, Tim Repke, Ralf Krestel, Felix Naumann
• Schema Evolution and Reproducibility of Long-term Hydrographic Data Sets at the IOW 258-269
  Tanja Auge, Erik Manthey, Susanne Jürgensmann, Susanne Feistel, Andreas Heuer
• Future Fetch -- Towards a Ticket-based Data Access from Secondary Storage in Database Systems 270-278
  Demian E. Vöhringer, Klaus Meyer-Wegener
• Modeling Interdependent Preferences over Incomplete Knowledge Graph Query Answers 279-290
  Till Affeldt, Stephan Mennicke, Wolf-Tilo Balke
• Towards Evolutionary, Domain-Specific Query Classification Based on Policy Rules 291-295
  Peter K. Schwab, Klaus Meyer-Wegener