Mattia Pedergnana

Publication Activity (10 Years)

Years Active: 2012-2016
Publications (10 Years): 1

Top Topics

Supervised Feature Selection

Genetic Algorithm

High Dimensions

Top Venues

IEEE J. Sel. Top. Signal Process.

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Diego Guillermo Loyola Rodriguez, Mattia Pedergnana, Sebastian Gimeno-Garcia
Smart sampling and incremental function learning for very large high dimensional data. Neural Networks 78 (2016)
Prashanth Reddy Marpu, Mattia Pedergnana, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)
Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms. IEEE Trans. Geosci. Remote. Sens. 51 (6-2) (2013)
Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles. IEEE J. Sel. Top. Signal Process. 6 (7) (2012)
Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
A novel supervised feature selection technique based on genetic algorithms. IGARSS (2012)