Seppo Pulkkinen

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 5

Top Topics

Kernel Density Estimates

Convolutional Neural Network

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

J. Glob. Optim.

Comput. Stat. Data Anal.

Publications

Jenna Ritvanen, Bent Harnist, Miguel Aldana, Terhi Mäkinen, Seppo Pulkkinen
Advection-Free Convolutional Neural Network for Convective Rainfall Nowcasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Seppo Pulkkinen, V. Chandrasekar, Annakaisa von Lerber, Ari-Matti Harri
Nowcasting of Convective Rainfall Using Volumetric Radar Observations. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Seppo Pulkkinen, V. Chandrasekar, Ari-Matti Harri
Fully Spectral Method for Radar-Based Precipitation Nowcasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (5) (2019)
Seppo Pulkkinen, V. Chandrasekar, Ari-Matti Harri
Nowcasting of Precipitation in the High-Resolution Dallas-Fort Worth (DFW) Urban Radar Remote Sensing Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (8) (2018)
Seppo Pulkkinen
Nonlinear kernel density principal component analysis with application to climate data. Stat. Comput. 26 (1-2) (2016)
Seppo Pulkkinen
Ridge-based method for finding curvilinear structures from noisy data. Comput. Stat. Data Anal. 82 (2015)
Seppo Pulkkinen
Finding graph embeddings by incremental low-rank semidefinite programming. Optim. Methods Softw. 30 (5) (2015)
Seppo Pulkkinen, Marko M. Mäkelä, Napsu Karmitsa
A generative model and a generalized trust region Newton method for noise reduction. Comput. Optim. Appl. 57 (1) (2014)
Seppo Pulkkinen, Marko M. Mäkelä, Napsu Karmitsa
A continuation approach to mode-finding of multivariate Gaussian mixtures and kernel density estimates. J. Glob. Optim. 56 (2) (2013)