CEUR-WS.org/Vol-1392 - Proceedings of the 2nd International Workshop on Mining Urban Data (MUD2)

2nd International Workshop on Mining Urban Data (Preface)7-9
Ioannis Katakis, François Schnitzler, Thomas Liebig
Analyzing Open Data from the City of Montreal11-16
Joelle Pineau, Pierre-Luc Bacon
Improved Trip Planning by Learning from Travelers' Choices17-26
Boris Chidlovskii
Automatic Extrapolation of Missing Road Network Data in OpenStreetMap27-35
Stefan Funke, Robin Schirrmeister, Sabine Storandt
Distributed Traffic Flow Prediction with Label Proportions: From in-Network towards High Performance Computation with MPI36-43
Thomas Liebig, Marco Stolpe, Katharina Morik
Event-based Clustering for Reducing Labeling Costs of Incident-Related Microposts44-52
Axel Schulz, Petar Ristoski, Johannes Fürnkranz , Frederik Janssen
Towards Detection of Faulty Traffic Sensors in Real-Time53-62
Nikolas Zygouras, Nikolaos Panagiotou, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Ioannis Katakis, Dimitrios Gunopulos
Profiling Users of the Velo'v Bike Sharing System63-64
Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Céline Robardet, Jean-François Boulicaut
Accessibility by Public Transport Predicts Residential Real Estate Prices: A Case Study in Helsinki Region65-71
Indre Žliobaite, Michael Mathioudakis, Tuukka Lehtiniemi, Pekka Parviainen, Tomi Janhunen
Airvlc: An Application for Real-Time Forecasting Urban Air Pollution72-79
Lidia Contreras Ochando, Cristina I. Font Julián, Francisco Contreras Ochando, Cèsar Ferri
Stresscapes: Validating Linkages between Place and Stress Expression on Social Media80-84
Martin Sykora, Colin Robertson, Ketan Shankardass, Rob Feick, Krystelle Shaughnessy, Becca Coates, Haydn Lawrence, Thomas W. Jackson
Car-Traffic Forecasting: A Representation Learning Approach85-87
Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer
On Predicting Traveling Times in Scheduled Transportation (Extended Abstract)88-89
Avigdor Gal, Avishai Mandelbaum, François Schnitzler, Arik Senderovich, Matthias Weidlich
Report from Dagstuhl: SocioPaths - Multimodal Door-to-Door Route Planning via Social Paths90-94
Thomas Liebig, Sabine Storandt, Peter Sanders, Walied Othman, Stefan Funke
Modelling Time and Location in Topic Models95-96
Christian Pölitz
Evaluating Distance Measures for Trajectories in the Mobile Setting97-105
Nikolaos Larios, Christos Mitatakis, Vana Kalogeraki, Dimitrios Gunopulos

The whole proceedings can also be downloaded as a single file (PDF, including title pages, preface, and table of contents).

MUD 2015
Mining Urban Data

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.

Table of Contents

MUD 2015 Mining Urban Data

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.

Table of Contents

MUD 2015
Mining Urban Data

Proceedings of the 2nd International Workshop on Mining Urban Data
co-located with 32nd International Conference on Machine Learning (ICML 2015)