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 Montreal 11 - 16
Joelle Pineau , Pierre-Luc Bacon
Improved Trip Planning by Learning from Travelers' Choices 17 - 26
Boris Chidlovskii
Automatic Extrapolation of Missing Road Network Data in OpenStreetMap 27 - 35
Stefan Funke , Robin Schirrmeister , Sabine Storandt
Distributed Traffic Flow Prediction with Label Proportions: From in-Network towards High Performance Computation with MPI 36 - 43
Thomas Liebig , Marco Stolpe , Katharina Morik
Event-based Clustering for Reducing Labeling Costs of Incident-Related Microposts 44 - 52
Axel Schulz , Petar Ristoski , Johannes Fürnkranz , Frederik Janssen
Towards Detection of Faulty Traffic Sensors in Real-Time 53 - 62
Nikolas Zygouras , Nikolaos Panagiotou , Nikos Zacheilas , Ioannis Boutsis , Vana Kalogeraki , Ioannis Katakis , Dimitrios Gunopulos
Profiling Users of the Velo'v Bike Sharing System 63 - 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 Region 65 - 71
Indre Žliobaite , Michael Mathioudakis , Tuukka Lehtiniemi , Pekka Parviainen , Tomi Janhunen
Airvlc: An Application for Real-Time Forecasting Urban Air Pollution 72 - 79
Lidia Contreras Ochando , Cristina I. Font Julián , Francisco Contreras Ochando , Cèsar Ferri
Stresscapes: Validating Linkages between Place and Stress Expression on Social Media 80 - 84
Martin Sykora , Colin Robertson , Ketan Shankardass , Rob Feick , Krystelle Shaughnessy , Becca Coates , Haydn Lawrence , Thomas W. Jackson
Car-Traffic Forecasting: A Representation Learning Approach 85 - 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 Paths 90 - 94
Thomas Liebig , Sabine Storandt , Peter Sanders , Walied Othman , Stefan Funke
Modelling Time and Location in Topic Models 95 - 96
Christian Pölitz
Evaluating Distance Measures for Trajectories in the Mobile Setting 97 - 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 )