106
click to vote
PKDD
2015
Springer
9 years 11 months ago
2015
Springer
A hybrid architecture is presented capable of online learning from both labeled and unlabeled samples. It combines both generative and discriminative objectives to derive a new var...
121
Voted
PKDD
2015
Springer
9 years 11 months ago
2015
Springer
This paper describes the winning solution to the Taxi Trip Time Prediction Challenge run by Kaggle.com. The goal of the competition was to build a predictive framework that is able...
PKDD
2015
Springer
9 years 11 months ago
2015
Springer
A method to monitor communicable diseases based on health records is proposed. The method is applied to health facility records of malaria incidence in Uganda. This disease represe...
PKDD
2015
Springer
9 years 11 months ago
2015
Springer
Abstract. The optimization of hyperparameters is often done manually or exhaustively but recent work has shown that automatic methods can optimize hyperparameters faster and even a...
102
click to vote
PKDD
2015
Springer
9 years 11 months ago
2015
Springer
Abstract. This paper aims to design an algorithm dedicated to operational planning for microgrids in the challenging case where the scenarios of production and consumption are not ...