Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2017Simplex Volume Maximization (SiVM): A matrix factorization algorithm with non-negative constrains and low computing demands for the interpretation of full spectral X-ray fluorescence imaging data
Alfeld, M.; Wahabzada, M.; Bauckhage, C.; Kersting, K.; Snickt, G. van der; Noble, P.; Janssens, K.; Wellenreuther, G.; Falkenberg, G.
Zeitschriftenaufsatz
2016Feeding the world with big data: Uncovering spectral characteristics and dynamics of stressed plants
Kersting, K.; Bauckhage, C.; Wahabzada, M.; Mahlein, A.-K.; Steiner, U.; Oerke, E.-C.; Römer, C.; Plümer, L.
Aufsatz in Buch
2016Non-negative matrix factorization for the near real-time interpretation of absorption effects in elemental distribution images acquired by X-ray fluorescence imaging
Alfeld, M.; Wahabzada, M.; Bauckhage, C.; Kersting, K.; Wellenreuther, G.; Barriobero-Vila, P.; Requena, G.; Boesenberg, U.; Falkenberg, G.
Zeitschriftenaufsatz
2016Plant phenotyping using probabilistic topic models: Uncovering the hyperspectral language of plants
Wahabzada, M.; Mahlein, A.-K.; Bauckhage, C.; Steiner, U.; Oerke, E.-C.; Kersting, K.
Zeitschriftenaufsatz
2015Metro maps of plant disease dynamics-automated mining of differences using hyperspectral images
Wahabzada, M.; Mahlein, A.K.; Bauckhage, C.; Steiner, U.; Oerke, E.C.; Kersting, K.
Zeitschriftenaufsatz
2014Non-negative factor analysis supporting the interpretation of elemental distribution images acquired by XRF
Alfeld, M.; Wahabzada, M.; Bauckhage, C.; Kersting, K.; Wellenreuther, G.; Falkenberg, G.
Konferenzbeitrag, Zeitschriftenaufsatz
2012Descriptive matrix factorization for sustainability Adopting the principle of opposites
Thurau, C.; Kersting, K.; Wahabzada, M.; Bauckhage, C.
Zeitschriftenaufsatz
2012Early drought stress detection in cereals: Simplex volume maximization for hyperspectral image analysis
Römer, Christoph; Wahabzada, Mirwaes; Ballvora, Agim; Pinto, Francisco; Rossini, Micol; Cinzia, Panigada; Behmann, Jan; Léon, Jens; Thurau, Christian; Bauckhage, Christian; Kersting, Kristian; Rascher, Uwe; Plümer, Lutz
Zeitschriftenaufsatz
2012Latent dirichlet allocation uncovers spectral characteristics of drought stressed plants
Wahabzada, M.; Kersting, K.; Bauckhage, C.; Römer, C.; Ballvora, A.; Pinto, F.; Rascher, U.; L'Eon, J.; Plümer, L.
Konferenzbeitrag
2012Matrix factorization as search
Kersting, K.; Bauckhage, C.; Thurau, C.; Wahabzada, M.
Konferenzbeitrag
2012Pre-symptomatic prediction of plant drought stress using Dirichlet-aggregation regression on hyperspectral images
Kersting, K.; Xu, Z.; Wahabzada, M.; Bauckhage, C.; Thurau, C.; Roemer, C.; Ballvora, A.; Rascher, U.; Leon, J.; Pluemer, L.
Konferenzbeitrag
2012Simplex distributions for embedding data matrices over time
Kersting, K.; Wahabzada, M.; Römer, C.; Thurau, C.; Ballvora, A.; Rascher, U.; Leon, J.; Bauckhage, C.; Plümer, L.
Konferenzbeitrag
2011Convex non-negative matrix factorization for massive datasets
Thurau, Christian; Kersting, K.; Wahabzada, M.; Bauckhage, C.
Zeitschriftenaufsatz
2011Larger residuals, less work: Active document scheduling for latent dirichlet allocation
Wahabzada, M.; Kersting, K.
Konferenzbeitrag
2011More influence means less work: Fast latent dirichlet allocation by influence scheduling
Wahabzada, Mirwaes; Kersting, Kristian; Pilz, Anja; Bauckhage, Christian
Konferenzbeitrag
2010Convex NMF on non-convex massiv data
Kersting, K.; Wahabzada, M.; Thurau, C.; Bauckhage, C.
Konferenzbeitrag
2010Hierarchical convex NMF for clustering massive data
Kersting, K.; Wahabzada, M.; Thurau, C.; Bauckhage, C.
Zeitschriftenaufsatz, Konferenzbeitrag
2010Topic models conditioned on relations
Wahabzada, M.; Xu, Z.; Kersting, K.
Konferenzbeitrag