| Vol-2738 urn:nbn:de:0074-2738-5 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# LWDA 2020
Lernen, Wissen, Daten, Analysen 2020

### Proceedings of the Conference "Lernen, Wissen, Daten, Analysen"

### Online, September 9-11, 2020.

Edited by

### Daniel Trabold *
Pascal Welke **
Nico Piatkowski *

* Fraunhofer IAIS, Schloss Birlinghoven, 53757 Sankt Augustin, Germany
** University of Bonn, ML and AI Laboratory, 53113 Bonn, Germany

## 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

We offer the Complete proceedings in one PDF file (link)

2020-11-09: submitted by Daniel Trabold, metadata incl. bibliographic data published under Creative Commons CC0
2020-11-14: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|