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LWDA 2019: Berlin, Germany
- Robert Jäschke, Matthias Weidlich:
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30 - October 2, 2019. CEUR Workshop Proceedings 2454, CEUR-WS.org 2019
DB Research Papers
- Triet Doan, Lena Wiese, Sven Bingert, Ramin Yahyapour:
A Graph Database for Persistent Identifiers. 1-5 - Lan Jiang, Gerardo Vitagliano, Felix Naumann:
A Scoring-based Approach for Data Preparator Suggestion. 6-9 - Mohammad Mahdavi, Felix Neutatz, Larysa Visengeriyeva, Ziawasch Abedjan:
Towards Automated Data Cleaning Workflows. 10-19 - Dennis Marten, Holger Meyer, Andreas Heuer:
Database Support for Automotive Analysis. 20-24 - Mark Lukas Möller, Meike Klettke, Uta Störl:
Keeping NoSQL Databases Up to Date - Semantics of Evolution Operations and their Impact on Data Quality. 25-37 - Stefanie Scherzinger:
Have your Students build their own Mini Hive in just Eight Weeks. 38-41 - Peter K. Schwab, Maximilian S. Langohr, Jonas Röckl, Demian E. Vöhringer, Andreas M. Wahl, Klaus Meyer-Wegener:
Query-Driven Enforcement of Rule-Based Policies for Data-Privacy Compliance. 42-53
KDML Research Papers
- Christian Bauckhage, Nico Piatkowski, Rafet Sifa, Dirk Hecker, Stefan Wrobel:
A QUBO Formulation of the k-Medoids Problem. 54-63 - Christian Bauckhage, Rafet Sifa, Dirk Hecker, Stefan Wrobel:
Max-Sum Dispersion via Quantum Annealing. 64-68 - Anna Beer
, Nadine Sarah Schüler, Thomas Seidl:
A Generator for Subspace Clusters. 69-73 - Eduardo Brito, Bogdan Georgiev, Daniel Domingo-Fernández, Charles Tapley Hoyt, Christian Bauckhage:
RatVec: A General Approach for Low-dimensional Distributed Vector Representations via Rational Kernels. 74-78 - Mirko Bunse, Katharina Morik:
What Can We Expect from Active Class Selection? 79-83 - Aïssatou Diallo, Markus Zopf, Johannes Fürnkranz:
Improving Answer Selection with Analogy-Preserving Sentence Embeddings. 84-88 - Raphael Fischer, Nico Piatkowski, Katharina Morik:
Parameter Sharing for Spatio-Temporal Process Models. 89-93 - Thomas Goerttler, Marius Kloft:
Learning a Multimodal Prior Distribution for Generative Adversarial Nets. 94-105 - Felix Gonsior, Nico Piatkowski, Katharina Morik:
Another View on Optimization as Probabilistic Inference. 106-110 - Maximilian Archimedes Xaver Hünemörder, Anna Beer
CODEC - Detecting Linear Correlations in Dense Clusters using coMAD-based PCA. 111-114 - Noor Jamaludeen, Vishnu Unnikrishnan, Maya S. Sekeran, Majed Ali, Le Anh Trang, Myra Spiliopoulou:
Assessing the Reliability of Crowdsourced Labels via Twitter. 115-126 - Daniyal Kazempour, Anna Beer
Clustering Trend Data Time-Series through Segmentation of FFT-decomposed Signal Constituents. 127-138 - Daniyal Kazempour, Long Mathias Yan, Thomas Seidl:
From Covariance to Comode in context of Principal Component Analysis. 139-143 - Sascha Mücke, Nico Piatkowski, Katharina Morik:
Learning Bit by Bit: Extracting the Essence of Machine Learning. 144-155 - Annika Pick, Tamás Horváth, Stefan Wrobel:
Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing. 156-160 - Florian Richter, Florian Wahl, Alona Sydorova, Thomas Seidl:
k-process: Model-Conformance-based Clustering of Process Instances. 161-172 - Janina Sontheim, Florian Richter, Thomas Seidl:
Temporal Deviations on Event Sequences. 173-177 - Karsten Tymann, Matthias Lutz, Patrick Palsbröker, Carsten Gips:
GerVADER - A German Adaptation of the VADER Sentiment Analysis Tool for Social Media Texts. 178-189 - Sebastian Wankerl, Gerhard Götz, Andreas Hotho:
Solving Mathematical Exercises: Prediction of Students' Success. 190-194
KM Research Papers
- Joachim Baumeister, Veronika Sehne, Carolin Wienrich:
A Systematic View on Speech Assistants for Service Technicians. 195-206 - Katja Bercic:
Towards a Census of Relational Data in Mathematics. 207-217 - Saliha Irem Besik, Johann-Christoph Freytag:
Ontology-Based Privacy Compliance Checking for Clinical Workflows. 218-229 - Viktor Eisenstadt, Klaus-Dieter Althoff:
Overview of 4R CBR Cycle Modifications (Extended Version). 230-240 - Lisa Grumbach, Ralph Bergmann:
Towards Case-Based Deviation Management for Flexible Workflows. 241-252 - Patrick Klein, Lukas Malburg, Ralph Bergmann:
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies. 253-264 - Michael Kohlhase, Max Rapp:
Context Graphs for Argumentation Logics. 265-279 - Marcel Kolbe, Pascal Reuss, Jakob Michael Schoenborn, Klaus-Dieter Althoff:
Conceptualization and Implementation of a Reinforcement Learning Approach Using a Case-Based Reasoning Agent in a FPS Scenario. 280-291 - Andreas Korger, Joachim Baumeister:
Case-Based Retrieval and Adaptation of Regulatory Documents and their Context. 292-303 - Hannes Reil, Michael Leyer:
Auswirkung des Internet der Dinge auf das Wissen über Arbeitsprozesse von Mitarbeitern in KMUs. 304-309 - Eric Rietzke, Ralph Bergmann, Norbert Kuhn:
ODD-BP - an Ontology- and Data-Driven Business Process Model. 310-321
IR Research Papers
- Hendrik Adam, Philipp Schaer:
Information Extraction for Semi-structured Email Corpora. 322-330 - Ayan Bandyopadhyay, Linda Achilles, Thomas Mandl, Mandar Mitra, Sanjoy Kumar Saha:
Identification of Depression Severity for Users of Online Platforms. 331-342 - Andreas Lommatzsch, Jonas Katins:
An Information Retrieval-based Approach for Building Intuitive Chatbots for Large Knowledge Bases. 343-352 - Max Lübbering, Julian M. Kunkel, Patricio Farrell:
What Company Does My News Article Refer to? Tackling Multi Class Problems With Topic Modeling. 353-364 - Narges Tavakolpoursaleh, Johann Schaible, Stefan Dietze:
Using Word Embeddings for Recommending Datasets based on Scientific Publications. 365-370
BI Research Papers
- Jens Albrecht, Andreas Belger, Ralph Blum, Roland Zimmermann:
Business Analytics on Knowledge Graphs for Market Trend Analysis. 371-376 - Stefan Bregenzer:
Is the V-Model XT ready for IT-projects applying CRISP-DM? 377-389 - Kathrin Pfähler:
IT-basierte Entscheidungsunterstützung für die Ersatzteilversorgung mit Additive Manufacturing. 390-395 - Sebastian Trinks:
Edge Computing im Spannungsfeld der Smart Factory - Ein Status Quo. 396-412
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