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100
Voted
PKDD
2015
Springer
18views Data Mining» more  PKDD 2015»
9 years 11 months ago
(Blue) Taxi Destination and Trip Time Prediction from Partial Trajectories
Real-time estimation of destination and travel time for taxis is of great importance for existing electronic dispatch systems. We present an approach based on trip matching and ens...
Hoang Thanh Lam, Ernesto Diaz-Aviles, Alessandra P...
107
Voted
PKDD
2015
Springer
11views Data Mining» more  PKDD 2015»
9 years 11 months ago
Real Time Detection and Tracking of Spatial Event Clusters
Natalia V. Andrienko, Gennady L. Andrienko, Georg ...
PKDD
2015
Springer
17views Data Mining» more  PKDD 2015»
9 years 11 months ago
Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach
Sensors and Internet-of-Things scenarios promise a wealth of interaction data that can be naturally represented by means of timevarying graphs. This brings forth new challenges for...
Anna Sapienza, André Panisson, Joseph Wu, L...
96
Voted
PKDD
2015
Springer
11views Data Mining» more  PKDD 2015»
9 years 11 months ago
An Exploratory Analysis of Multiple Multivariate Time Series
Our aim is to extend standard principal component analysis for non-time series data to explore and highlight the main structure of multiple sets of multivariate time series. To thi...
Lynne Billard, Ahlame Douzal Chouakria, Seyed Yase...
PKDD
2015
Springer
14views Data Mining» more  PKDD 2015»
9 years 11 months ago
Evidence of Temporal Artifacts in Social Networks
There has been extensive research on social networks and methods for specific tasks such as: community detection, link prediction, and tracing information cascades; and a recent e...
Matt Revelle, Carlotta Domeniconi, Aditya Johri