Sustainability and Machine Learning Group
Sustainability and Machine Learning Group
Home
Team
Publications
Blog
Teaching
Talks
News
Openings
2
Selecting patterns and features for between-and within-crop-row weed mapping using UAV-imagery
Marı́a Pérez-Ortiz
,
José Manuel Peña
,
Pedro Antonio Gutiérrez
,
Jorge Torres-Sánchez
,
César Hervás-Mart\ńez
,
Francisca López-Granados
Cite
Semi-supervised learning for ordinal Kernel Discriminant Analysis
Marı́a Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Mariano Carbonero-Ruz
,
César Hervás-Mart\ńez
Cite
A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method
Maria Pérez-Ortiz
,
JM Peña
,
Pedro Antonio Gutiérrez
,
Jorge Torres-Sánchez
,
César Hervás-Martı́nez
,
Francisca López-Granados
Cite
Data-efficient Learning of Feedback Policies from Image Pixels using Deep Dynamical Models
John-Alexander M. Assael
,
Niklas Wahlström
,
Thomas B. Schön
,
Marc P. Deisenroth
PDF
Cite
Gaussian Processes for Data-Efficient Learning in Robotics and Control
Autonomous learning has been a promising direction in control and robotics for more than a decade since data-driven learning allows to …
Marc P. Deisenroth
,
Dieter Fox
,
Carl E. Rasmussen
PDF
Cite
Code
DOI
Kernelising the Proportional Odds Model through kernel learning techniques
Marı́a Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Manuel Cruz-Ram\ŕez
,
Javier Sanchez-Monedero
,
César Hervás-Mart\'éz
Cite
Ordinal regression methods: survey and experimental study
Pedro Antonio Gutiérrez
,
Maria Perez-Ortiz
,
Javier Sanchez-Monedero
,
Francisco Fernandez-Navarro
,
Cesar Hervas-Martinez
Cite
Oversampling the Minority Class in the Feature Space
Marı́a Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Peter Tino
,
César Hervás-Mart\ńez
Cite
An evolutionary neural system for incorporating expert knowledge into the UA-FLP
Laura Garcı́a-Hernández
,
M Pérez-Ortiz
,
Antonio Arauzo-Azofra
,
Lorenzo Salas-Morera
,
César Hervás-Mart\ńez
Cite
An organ allocation system for liver transplantation based on ordinal regression
M Pérez-Ortiz
,
Manuel Cruz-Ramı́rez
,
Mar\á Dolores Ayllón-Terán
,
N Heaton
,
Rubén Ciria
,
César Hervás-Mart\'éz
Cite
«
»
Cite
×