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MUD@ICML 2015: Lille, France
- Ioannis Katakis, François Schnitzler, Thomas Liebig, Dimitrios Gunopulos, Katharina Morik, Gennady L. Andrienko, Shie Mannor:
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), Lille, France, July 11th, 2015. CEUR Workshop Proceedings 1392, CEUR-WS.org 2015 - Ioannis Katakis, François Schnitzler, Thomas Liebig:
2nd International Workshop on Mining Urban Data (Preface). 7-9 - Joelle Pineau, Pierre-Luc Bacon:
Analyzing Open Data from the City of Montreal. 11-16 - Boris Chidlovskii:
Improved Trip Planning by Learning from Travelers' Choices. 17-26 - Stefan Funke, Robin Schirrmeister, Sabine Storandt:
Automatic Extrapolation of Missing Road Network Data in OpenStreetMap. 27-35 - Thomas Liebig, Marco Stolpe, Katharina Morik:
Distributed Traffic Flow Prediction with Label Proportions: From in-Network towards High Performance Computation with MPI. 36-43 - Axel Schulz, Petar Ristoski, Johannes Fürnkranz, Frederik Janssen:
Event-based Clustering for Reducing Labeling Costs of Incident-Related Microposts. 44-52 - Nikolaos Zygouras, Nikolaos Panagiotou, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Ioannis Katakis, Dimitrios Gunopulos:
Towards Detection of Faulty Traffic Sensors in Real-Time. 53-62 - Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Céline Robardet, Jean-François Boulicaut:
Profiling Users of the Velo'v Bike Sharing System. 63-64 - Indre Zliobaite, Michael Mathioudakis, Tuukka Lehtiniemi, Pekka Parviainen, Tomi Janhunen:
Accessibility by Public Transport Predicts Residential Real Estate Prices: A Case Study in Helsinki Region. 65-71 - Lidia Contreras Ochando, Cristina I. Font Julián, Francisco Contreras Ochando, Cèsar Ferri Ramirez:
Airvlc: An Application for Real-Time Forecasting Urban Air Pollution. 72-79 - Martin Sykora, Colin Robertson, Ketan Shankardass, Rob Feick, Krystelle Shaughnessy, Becca Coates, Haydn Lawrence, Thomas W. Jackson:
Stresscapes: Validating Linkages between Place and Stress Expression on Social Media. 80-84 - Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer:
Car-Traffic Forecasting: A Representation Learning Approach. 85-87 - Avigdor Gal, Avishai Mandelbaum, François Schnitzler, Arik Senderovich, Matthias Weidlich:
On Predicting Traveling Times in Scheduled Transportation (Extended Abstract). 88-89 - Thomas Liebig, Sabine Storandt, Peter Sanders, Walied Othman, Stefan Funke:
Report from Dagstuhl: SocioPaths - Multimodal Door-to-Door Route Planning via Social Paths. 90-94 - Christian Pölitz:
Modelling Time and Location in Topic Models. 95-96 - Nikolaos Larios, Christos Mitatakis, Vana Kalogeraki, Dimitrios Gunopulos:
Evaluating Distance Measures for Trajectories in the Mobile Setting. 97-105
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