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ORCIDLWDA 2018: Mannheim, Germany
- Rainer Gemulla, Simone Paolo Ponzetto, Christian Bizer, Margret Keuper, Heiner Stuckenschmidt:
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", LWDA 2018, Mannheim, Germany, August 22-24, 2018. CEUR Workshop Proceedings 2191, CEUR-WS.org 2018
Research papers
- Tanja Auge, Andreas Heuer:
The Theory behind Minimizing Research Data: Result equivalent CHASE-inverse Mappings. 1-12 - Daniel Badura, Michael Schulz:
Datenkompetenzen für die Massen - Muss Self-Service-Data-Mining scheitern? 13-20 - Christian Bauckhage, César Ojeda, Rafet Sifa, Stefan Wrobel:
Adiabatic Quantum Computing for Kernel k=2 Means Clustering. 21-32 - Christian Bauckhage, César Ojeda, Jannis Schücker, Rafet Sifa, Stefan Wrobel:
Informed Machine Learning Through Functional Composition. 33-37 - Joachim Baumeister:
Evaluation of Configuration Knowledge in Industrial Manufacturing. 38-48 - Ralph Bergmann, Ralf Schenkel, Lorik Dumani, Stefan Ollinger:
ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse. 49-60 - Till Blume, Ansgar Scherp:
Towards an Incremental Schema-level Index for Distributed Linked Open Data Graphs. 61-72 - Mirko Bunse, Nico Piatkowski, Katharina Morik:
Towards a Unifying View on Deconvolution in Cherenkov Astronomy. 73-77 - Fabian Burzlaff, Christian Bartelt, Heiner Stuckenschmidt:
Next Steps in Knowledge-driven Architecture Composition. 78-83 - Alexandru Ciobanu, Asmaa Haja, Andreas Lommatzsch:
Normalization of Timeseries for Improving Recommendations. 84-92 - Hien Q. Dang, Johannes Fürnkranz:
Exploiting Maneuver Dependency for Personalization of a Driver Model. 93-97 - Viktor Eisenstadt, Klaus-Dieter Althoff:
A Preliminary Survey of Explanation Facilities of AI-Based Design Support Approaches and Tools. 98-103 - Julian Ereth:
DataOps - Towards a Definition. 104-112 - Claudia Exeler, Maria Graber, Tino Junge, Stefan Ramson, Cathleen Ramson, Fabian Tschirschnitz, Felix Naumann:
Piggyback Profiling: Enhancing Query Results with Metadata. 113-125 - Lisa Grumbach, Eric Rietzke, Markus Schwinn, Ralph Bergmann, Norbert Kuhn:
SEMANAS - Semantic Support for Grant Application Processes. 126-131 - Vera Fleißner, Kai Heinrich, Michael Seifert:
Towards an Open Book Architecture for Deep Learning Networks: Data Properties and Architectures - Evidence from Time Series Analytics. 132-138 - Miriam Herold, Mirjam Minor:
Ontology-based Representation of Workflows for Transfer Learning. 139-149 - Chanjong Im, Junaid Ahmed Ghauri
, John Rothman, Thomas Mandl:
Deep Learning Approaches to Classification of Production Technology for 19th Century Books. 150-158 - Amit Kumar Jaiswal, Guilherme Holdack, Ingo Frommholz, Haiming Liu:
Quantum-like Generalization of Complex Word Embedding: A Lightweight Approach for Textual Classification. 159-168 - Daniyal Kazempour, Andrian Mörtlbauer, Peer Kröger, Thomas Seidl:
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, Thomas Seidl:
Identifying Entangled Data Points on Iteration Trajectories of Clusterings. 174-178 - Patrick Klein, Ralph Bergmann:
Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance. 179-190 - Benedikt Kleppmann, Christian Bizer, Edwin Yaqub, Fabian Temme, Philipp Schlunder, David Arnu, Ralf Klinkenberg:
Density- and Correlation-based Table Extension. 191-194 - Andrea Kohlhase:
Factors for Reading Mathematical Expressions. 195-202 - Michael Kohlhase:
Towards Context Graphs for Argumentation Logics. 203-214 - Christin Katharina Kreutz, Peter Boesten, Alex Witry, Ralf Schenkel:
FacetSearch: A Faceted Information Search and Exploration Prototype. 215-226 - Michael Loster, Manuel Hegner, Felix Naumann, Ulf Leser:
Dissecting Company Names using Sequence Labeling. 227-238 - Daniel Lückehe, Nicole Mühlpforte, Alfred O. Effenberg, Gabriele von Voigt:
Multi-Stage Deep Learning for Context-Free Handwriting Recognition. 239-250 - Lukas Malburg, Nicolas Münster, Christian Zeyen, Ralph Bergmann:
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities. 251-262 - Alireza Moradpour, Mirjam Minor:
Online Learning für die Analyse von Finanzmarktdaten. 263-274 - Johanna Munkelt, Philipp Schaer, Klaus Lepsky:
Towards an IR Test Collection for the German National Library. 275-280 - Michael Offel, Han van der Aa, Matthias Weidlich:
Towards Net-based Formal Methods for Complex Event Processing. 281-284 - Marcus Paradies, Sirko Schindler, Stephan Kiemle, Eberhard Mikusch:
Large-Scale Data Management for Earth Observation Data - Challenges and Opportunities. 285-288 - Gerhard Peter:
Design of Enterprise Social Media: Recommendations from a Case Study. 289-300 - Pascal Reuss, Jannis Hillmann, Sebastian Viefhaus, Klaus-Dieter Althoff:
Case-based Action Planning in a First Person Scenario. 301-310 - Jakob Michael Schoenborn, Klaus-Dieter Althoff:
Towards using case-based explanations as a knowledge foundation. 311-317 - Erich Schubert, Michael Gertz:
Improving the Cluster Structure Extracted from OPTICS Plots. 318-329 - Erich Schubert, Sibylle Hess, Katharina Morik:
The Relationship of DBSCAN to Matrix Factorization and Spectral Clustering. 330-334 - Peter K. Schwab, Julian O. Matschinske, Andreas M. Wahl, Klaus Meyer-Wegener:
Towards Query-Driven Data Minimization. 335-338 - Andreas M. Wahl, Peter K. Schwab, Richard Lenz:
Minimally-Intrusive Augmentation of Data Science Workflows. 339-342 - Markus Wegmann, Andreas Henrich:
Search for an Appropriate Journal - In Depth Evaluation of Data Fusion Techniques. 343-354 - Christian Zeyen, Ralph Bergmann:
Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning. 355-360
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