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Jens Kattge
ORCID
Publication Activity (10 Years)
Years Active: 2012-2022
Publications (10 Years): 4
Top Topics
Tree Ensembles
Matrix Completion
Random Forests
Domain Specific
Top Venues
Remote. Sens.
DILS
ICCS
J. Biomed. Semant.
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Publications
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Samira Babalou
,
Erik Kleinsteuber
,
Badr El Haouni
,
Franziska Zander
,
David Schellenberger Costa
,
Jens Kattge
,
Birgitta König-Ries
iKNOW- A Knowledge Graph Management Platform for the Biodiversity Domain.
ISWC (Posters/Demos/Industry)
(2022)
Samira Babalou
,
David Schellenberger Costa
,
Jens Kattge
,
Christine Römermann
,
Birgitta König-Ries
Towards a Semantic Toolbox for Reproducible Knowledge Graph Generation in the Biodiversity Domain - How to Make the Most out of Biodiversity Data.
GI-Jahrestagung
(2021)
Manuel Campos-Taberner
,
Álvaro Moreno-Martínez
,
Francisco Javier García-Haro
,
Gustau Camps-Valls
,
Nathaniel P. Robinson
,
Jens Kattge
,
Steven W. Running
Global Estimation of Biophysical Variables from Google Earth Engine Platform.
Remote. Sens.
10 (8) (2018)
Robert Hoehndorf
,
Mona Alshahrani
,
Georgios V. Gkoutos
,
George Gosline
,
Quentin Groom
,
Thomas Hamann
,
Jens Kattge
,
Sylvia Mota de Oliveira
,
Marco Schmidt
,
Soraya Sierra
,
Erik Smets
,
Rutger A. Vos
,
Claus Weiland
The flora phenotype ontology (FLOPO): tool for integrating morphological traits and phenotypes of vascular plants.
J. Biomed. Semant.
7 (2016)
Talie Musavi
,
Miguel D. Mahecha
,
Mirco Migliavacca
,
Markus Reichstein
,
Martine Janet van de Weg
,
Peter M. van Bodegom
,
Michael Bahn
,
Christian Wirth
,
Peter B. Reich
,
Franziska Schrodt
,
Jens Kattge
The imprint of plants on ecosystem functioning: A data-driven approach.
Int. J. Appl. Earth Obs. Geoinformation
43 (2015)
Farideh Fazayeli
,
Arindam Banerjee
,
Jens Kattge
,
Franziska Schrodt
,
Peter B. Reich
Uncertainty Quantified Matrix Completion Using Bayesian Hierarchical Matrix Factorization.
ICMLA
(2014)
Marie-Angélique Laporte
,
Isabelle Mougenot
,
Eric Garnier
,
Ulrike Stahl
,
Lutz Maicher
,
Jens Kattge
A Semantic Web Faceted Search System for Facilitating Building of Biodiversity and Ecosystems Services.
DILS
(2014)
Martin Jung
,
Susanne Tautenhahn
,
Christian Wirth
,
Jens Kattge
Estimating Basal Area of Spruce and Fir in Post-Fire Residual Stands in Central Siberia Using Quickbird, Feature Selection, and Random Forests.
ICCS
(2013)
Hanhuai Shan
,
Jens Kattge
,
Peter B. Reich
,
Arindam Banerjee
,
Franziska Schrodt
,
Markus Reichstein
Gap Filling in the Plant Kingdom - Trait Prediction Using Hierarchical Probabilistic Matrix Factorization.
ICML
(2012)