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99
Voted
PKDD
2015
Springer
5views Data Mining» more  PKDD 2015»
9 years 11 months ago
Probabilistic Programming in Anglican
Anglican is a probabilistic programming system designed to interoperate with Clojure and other JVM languages. We describe the implementation of Anglican and illustrate how its desi...
David Tolpin, Jan-Willem van de Meent, Frank Wood
PKDD
2015
Springer
8views Data Mining» more  PKDD 2015»
9 years 11 months ago
Model Reuse with Bike Rental Station Data
This paper describes the methodology used for ECMLPKDD 2015 Discovery Challenge on Model Reuse with Bike Rental Station Data (MoReBikeS). The challenge was to predict the number of...
Arun Bala Subramaniyan, Rong Pan
PKDD
2015
Springer
24views Data Mining» more  PKDD 2015»
9 years 11 months ago
Causality on Longitudinal Data: Stable Specification Search in Constrained Structural Equation Modeling
Developing causal models from observational longitudinal studies is an important, ubiquitous problem in many disciplines. A disadvantage of current causal discover algorithms, howe...
Ridho Rahmadi, Perry Groot, Marianne Heins, Hans K...
107
Voted
PKDD
2015
Springer
22views Data Mining» more  PKDD 2015»
9 years 11 months ago
Inferring Unusual Crowd Events from Mobile Phone Call Detail Records
The pervasiveness and availability of mobile phone data offer the opportunity of discovering usable knowledge about crowd behavior in urban environments. Cities can leverage such ...
Yuxiao Dong, Fabio Pinelli, Yiannis Gkoufas, Zubai...
PKDD
2015
Springer
15views Data Mining» more  PKDD 2015»
9 years 11 months ago
Progressive and Iterative Approaches for Time Series Averaging
Averaging a set of time series is a major topic for many temporal data mining tasks as summarization, extracting prototype or clustering. Time series averaging should deal with the...
Saeid Soheily-Khah, Ahlame Douzal Chouakria, &Eacu...