LWDA 2018
Lernen, Wissen, Daten, Analysen 2018

Table of Contents

Front matter

• Preface

• Organization

• Program Committee

• Additional Reviewers

Research papers

• The Theory behind Minimizing Research Data: Result equivalent CHASE-inverse Mappings 1-12
  Tanja Auge, Andreas Heuer
• Datenkompetenzen für die Massen – Muss Self-Service-Data-Mining scheitern? 13-20
  Daniel Badura, Michael Schulz
• Adiabatic Quantum Computing for Kernel k=2 Means Clustering 21-32
  Christian Bauckhage, Cesar Ojeda, Rafet Sifa, Stefan Wrobel
• Informed Machine Learning Through Functional Composition 33-37
  Christian Bauckhage, Cesar Ojeda, Jannis Schücker, Rafet Sifa, Stefan Wrobel
• Evaluation of Configuration Knowledge in Industrial Manufacturing 38-48
  Joachim Baumeister
• ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse 49-60
  Ralph Bergmann, Ralf Schenkel, Lorik Dumani, Stefan Ollinger
• Towards an Incremental Schema-level Index for Distributed Linked Open Data Graphs 61-72
  Till Blume, Ansgar Scherp
• Towards a Unifying View on Deconvolution in Cherenkov Astronomy 73-77
  Mirko Bunse, Nico Piatkowski, Katharina Morik,
• Next Steps in Knowledge-driven Architecture Composition 78-83
  Fabian Burzlaff, Christian Bartelt, Heiner Stuckenschmidt
• Normalization of Timeseries for Improving Recommendations 84-92
  Alexandru Ciobanu, Asmaa Haja, Andreas Lommatzsch
• Exploiting Maneuver Dependency for Personalization of a Driver Model 93-97
  Hien Dang, Johannes Fürnkranz
• A Preliminary Survey of Explanation Facilities of AI-Based Design Support Approaches and Tools 98-103
  Viktor Eisenstadt, Klaus-Dieter Althoff
• DataOps – Towards a Definition 104-112
  Julian Ereth
• Piggyback Profiling: Enhancing Query Results with Metadata 113-125
  Claudia Exeler, Maria Graber, Tino Junge, Stefan Ramson, Cathleen Ramson, Fabian Tschirschnitz, Felix Naumann
• SEMANAS - Semantic Support for Grant Application Processes 126-131
  Lisa Grumbach, Eric Rietzke, Markus Schwinn, Ralph Bergmann, Norbert Kuhn
• Towards an Open Book Architecture for Deep Learning Networks: Data Properties and Architectures - Evidence from Time Series Analytics 132-138
  Vera Fleißner, Kai Heinrich, Michael Seifert
• Ontology-based Representation of Workflows for Transfer Learning 139-149
  Miriam Herold, Mirjam Minor
• Deep Learning Approaches to Classification of Production Technology for 19th Century Books 150-158
  Chanjong Im, Junaid Ghauri, John Rothman, Thomas Mandl
• Quantum-like Generalization of Complex Word Embedding: A Lightweight Approach for Textual Classification 159-168
  Amit Kumar Jaiswal, Guilherme Holdack, Ingo Frommholz, Haiming Liu
• Mirror Mirror on the Wall, What is the Fairest Linear Parameter Space Representation of All? On Representations of Linear Parameter Space in Context of Clustering 169-173
  Daniyal Kazempour, Andrian Mörtlbauer, Peer Kröger, Thomas Seidl
• Identifying Entangled Data Points on Iteration Trajectories of Clusterings 174-178
  Daniyal Kazempour, Thomas Seidl
• Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance 179-190
  Patrick Klein, Ralph Bergmann
• Density- and Correlation-based Table Extension 191-194
  Benedikt Kleppmann, Christian Bizer, Edwin Yaqub, Fabian Temme, Philipp Schlunder, David Arnu, Ralf Klinkenberg
• Factors for Reading Mathematical Expressions 195-202
  Andrea Kohlhase
• Towards Context Graphs for Argumentation Logics 203-214
  Michael Kohlhase
• FacetSearch: A Faceted Information Search and Exploration Prototype 215-226
  Christin Katharina Kreutz, Peter Boesten, Alex Witry, Ralf Schenkel
• Dissecting Company Names using Sequence Labeling 227-238
  Michael Loster, Manuel Hegner, Felix Naumann, Ulf Leser
• Multi-Stage Deep Learning for Context-Free Handwriting Recognition 239-250
  Daniel Lückehe, Nicole Mühlpforte, Alfred O. Effenberg, Gabriele von Voigt
• Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities 251-262
  Lukas Malburg, Nicolas Münster, Christian Zeyen, Ralph Bergmann
• Online Learning für die Analyse von Finanzmarktdaten 263-274
  Alireza Moradpour, Mirjam Minor
• Towards an IR Test Collection for the German National Library 275-280
  Johanna Munkelt, Philipp Schaer, Klaus Lepsky
• Towards Net-based Formal Methods for Complex Event Processing 281-284
  Michael Offel, Han van der Aa, Matthias Weidlich,
• Large-Scale Data Management for Earth Observation Data - Challenges and Opportunities 285-288
  Marcus Paradies, Sirko Schindler, Stephan Kiemle, Eberhard Mikusch
• Design of Enterprise Social Media: Recommendations from a Case Study 289-300
  Gerhard Peter
• Case-based Action Planning in a First Person Scenario 301-310
  Pascal Reuss, Jannis Hillmann, Sebastian Viefhaus, Klaus-Dieter Althoff
• Towards using case-based explanations as a knowledge foundation 311-317
  Jakob Michael Schoenborn, Klaus-Dieter Althoff
• Improving the Cluster Structure Extracted from OPTICS Plots 318-329
  Erich Schubert, Michael Gertz
• The Relationship of DBSCAN to Matrix Factorization and Spectral Clustering 330-334
  Erich Schubert, Sibylle Hess, Katharina Morik
• Towards Query-Driven Data Minimization 335-338
  Peter K. Schwab, Julian O. Matschinske, Andreas M. Wahl, Klaus Meyer-Wegener
• Minimally-Intrusive Augmentation of Data Science Workflows 339-342
  Andreas M. Wahl, Peter K. Schwab, Richard Lenz
• Search for an Appropriate Journal - In Depth Evaluation of Data Fusion Techniques 343-354
  Markus Wegmann, Andreas Henrich
• Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning 355-360
  Christian Zeyen, Ralph Bergmann

Back matter

• Author Index

• Keyword Index