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ORCIDLWA 2014: Aachen, Germany
- Thomas Seidl, Marwan Hassani, Christian Beecks:
Proceedings of the 16th LWA Workshops: KDML, IR and FGWM, Aachen, Germany, September 8-10, 2014. CEUR Workshop Proceedings 1226, CEUR-WS.org 2014
Keynote Talks
- Ulf Brefeld:
Interdisciplinary Machine Learning. 6 - Carsten Dolch:
Analytics Applied: Current Market Trends and Case Studies. 7 - Michael Kohlhase:
Mathematical Knowledge Management and Information Retrieval: Transcending the One-Brain-Barrier. 8
The joint Session
- Magdalena Rischka, Stefan Conrad:
Landmark Recognition: State-of-the-Art Methods in a Large-Scale Scenario. 10-17 - Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho, Markus Strohmaier:
Evaluating Assumptions about Social Tagging - A Study of User Behavior in BibSonomy. 18-19 - Pascal Reuss, Klaus-Dieter Althoff:
Maintenance of Distributed Case-Based Reasoning Systems in a Multi-Agent System. 20-30
Ranking and Recommendations
- Dirk Schäfer, Eyke Hüllermeier:
Dyad Ranking Using a Bilinear Plackett-Luce Model. 32-33 - Rasoul Karimi, Alexandros Nanopoulos, Lars Schmidt-Thieme:
Improved Questionnaire Trees for Active Learning in Recommender Systems. 34-44 - Rafet Sifa, Christian Bauckhage, Anders Drachen:
Archetypal Game Recommender Systems. 45-56 - Christian Wirth, Johannes Fürnkranz:
Preference Learning from Annotated Game Databases. 57-68
Applications
- Susanna Schwarzmann, Thomas Zinner, Matthias Hirth:
Deriving the Employee-Perceived Application Quality in Enterprise IT Infrastructures using Information from Ticketing Systems. 69-70 - Sebastian Kauschke, Immanuel Schweizer, Michael Fiebrig, Frederik Janssen:
Learning to Predict Component Failures in Trains. 71-82 - Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik:
Route Planning with Real-Time Traffic Predictions. 83-94 - Petra Perner:
Integrating Input from Human Experts into Prototype-Based Classifier Learning. 95-106
Subspaces, Graphs and Graphical Models
- Frank Höppner:
Efficient Identification of Subspaces with Small but Substantive Clusters in Noisy Datasets. 107-108 - Emmanuel Müller:
Subspace Search for Community Detection and Community Outlier Mining in Attributed Graphs. 109-110 - Ayser Armiti, Michael Gertz:
Vertex Similarity - A Basic Framework for Matching Geometric Graphs. 111-122 - Nico Piatkowski, Katharina Morik:
Towards an Integer Approximation of Undirected Graphical Models. 123-124
Short Paper Session
- Christian Bauckhage:
A Purely Geometric Approach to Non-Negative Matrix Factorization. 125-136 - Abdalrahman Eweiwi, Shahzad Cheema, Christian Bauckhage:
Learning Spatial Interest Regions from Videos to Inform Action Recognition in Still Images. 137-147 - Alexander Hinneburg, Frank Rosner, Stefan Peßler, Christian Oberländer:
Demonstration von thematischen Frames im TopicExplorer-System. 148-149 - Fernando Benites, Elena P. Sapozhnikova:
Using Semantic Data Mining for Classification Improvement and Knowledge Extraction. 150-155 - Marcin Zimniak, Janusz R. Getta, Wolfgang Benn:
Discovering Periodic Patterns in System Logs. 156-161
Text Mining and Social Media
- Christoph Scholz, Jens Illig, Martin Atzmüller, Gerd Stumme:
On the Predictability of Talk Attendance at Academic Conferences. 162-163 - Asmelash Teka Hadgu, Robert Jäschke:
Identifying and Analyzing Researchers on Twitter. 164-165 - Michael Röder, Andreas Both, Alexander Hinneburg:
Evaluation des Konfigurationsraumes von Kohärenzmaßen für Thememodelle. 166-167 - Hossein Rahmani, Bijan Ranjbar Sahraei, Gerhard Weiss, Karl Tuyls:
Contextual Entity Resolution Approach for Genealogical Data. 168-179
Patterns and Evaluation
- Marvin Meeng, Wouter Duivesteijn, Arno J. Knobbe:
ROCsearch - An ROC-Guided Search Strategy for Subgroup Discovery. 180 - Sibylle Hess, Nico Piatkowski, Katharina Morik:
SHrimp: Descriptive Patterns in a Tree. 181-192 - Andre Gensler, Bernhard Sick:
Novel Criteria to Measure Performance of Time Series Segmentation Techniques. 193-204 - Ahcene Boubekki, Daniel Bengs:
Mining Implications From Data. 205-216
Information Retrieval I
- Ayan Bandyopadhyay, Dwaipayan Roy, Mandar Mitra, Sanjoy Kumar Saha:
Named Entity Recognition from Tweets. 218-225 - Christian Beecks, Steffen Kirchhoff, Thomas Seidl:
On the Stability of Signature-Based Distance Functions for Content-Based Image Retrieval. 226
Information Retrieval II
- Felix Beierle, Felix Engel, Matthias L. Hemmje:
Finding the Right Experts and Learning to Rank Them by Relevance: Evaluation of a Semi-Automatically Generated Ranking Function. 227-234 - Georg Dietrich, Georg Fette, Frank Puppe:
A Comparison of Search Engine Technologies for a Clinical Data Warehouse. 235-242
Information Retrieval III
- Wilko van Hoek, Philipp Mayr:
Is Evaluating Visual Search Interfaces in Digital Libraries Still an Issue? 243-252 - Dagmar Kern, Peter Mutschke, Philipp Mayr:
IIRpanel - An Online Access Panel for Interactive Information Retrieval Research. 253-256 - Stephan Radeck-Arneth, Chris Biemann, Dirk Schnelle-Walka:
Towards Ambient Search. 257-259
Keynote Talk
- Mirjam Minor:
Case-Based Reasoning in the Cloud. 261-262
Case-Based Reasoning
- Gilbert Müller, Ralph Bergmann:
Workflow Streams: A Means for Compositional Workflow Adaptation in Process-Oriented CBR. 263 - Alexander Hundt, Pascal Reuss, Christian Severin Sauer, Thomas Roth-Berghofer:
Knowledge Modelling and Maintenance in myCBR3. 264-275
Learning
- Michael Leyer, Minhong Wang, Jürgen Moormann:
Is Learning-by-Doing via E-learning Helpful to Gain Generic Process Knowledge? 276 - Sebastian Furth, Joachim Baumeister:
TELESUP - Textual Self-Learning Support Systems. 277-286
Knowledge Management
- Joachim Baumeister, Jochen Reutelshoefer:
The Connectivity of Multi-Modal Knowledge Bases. 287-298 - Susanne Durst, Michael Leyer:
How Can SMEs Assess the Risk of Organisational Knowledge? 299-309
Knowledge-based Systems
- Martina Freiberg, Felix Herrmann, Frank Puppe:
Clarification KBS as Consultation-Justification Mash Ups - Proposing A Novel Paradigm for All-in-One Knowledge-Based Systems. 310
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