Sciweavers

19 search results - page 3 / 4
» mcs 2009
Sort
View
MCS
2009
Springer
13 years 9 months ago
Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data
Abstract. Data with multi-valued categorical attributes can cause major problems for decision trees. The high branching factor can lead to data fragmentation, where decisions have ...
Amir Ahmad, Gavin Brown
MCS
2009
Springer
13 years 11 months ago
True Path Rule Hierarchical Ensembles
Abstract. Hierarchical classification problems gained increasing attention within the machine learning community, and several methods for hierarchically structured taxonomies have...
Giorgio Valentini
MCS
2009
Springer
13 years 11 months ago
Ensemble Based Data Fusion for Gene Function Prediction
The availability of an ever increasing amount of data sources due to recent advances in high throughput biotechnologies opens unprecedented opportunities for genome-wide gene funct...
Matteo Re, Giorgio Valentini
MCS
2009
Springer
13 years 11 months ago
Recoding Error-Correcting Output Codes
Abstract. One of the most widely applied techniques to deal with multiclass categorization problems is the pairwise voting procedure. Recently, this classical approach has been emb...
Sergio Escalera, Oriol Pujol, Petia Radeva
IROS
2009
IEEE
138views Robotics» more  IROS 2009»
13 years 11 months ago
Using petri nets to specify and execute missions for autonomous underwater vehicles
Abstract— This paper presents the design and implementation of a Mission Control System (MCS) for an Autonomous Underwater Vehicle (AUV) based on Petri nets. In the proposed appr...
Narcís Palomeras, Pere Ridao, Marc Carreras...