TY  - GEN 
AU  - Salmerón Cerdán, Antonio
AU  - Madsen, Anders L.
AU  - Jensen, Frank
AU  - Langseth, Helge
AU  - Nielsen, Thomas D.
AU  - Ramos López, Darío
AU  - Martínez, Ana M.
AU  - Masegosa, Andrés R.
PY  - 2016
UR  - http://hdl.handle.net/10835/4916
AB  - In this paper we propose a method for scaling up filterbased feature selection in classification problems. We use the conditional mutual information as filter measure and show how the required
statistics can be computed in parallel avoiding...
LA  - en
KW  - Bandpass filters
KW  - Design of experiments
KW  - Balanced incomplete block design
KW  - Computing units
KW  - Conditional mutual information
KW  - Filter-based
KW  - Real-world datasets
KW  - Scaling-up
KW  - Statistical design of experiments
TI  - Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs
DO  - 10.3233/978-1-61499-672-9-743
ER  -