Florian Gerber

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 10

Top Topics

Nelder Mead Simplex

Gaussian Process

Top Venues

Future Gener. Comput. Syst.

Publications

Florian Gerber, Douglas W. Nychka
Parallel cross-validation: A scalable fitting method for Gaussian process models. Comput. Stat. Data Anal. 155 (2021)
Zhongliang Zhao, Mostafa Karimzadeh, Florian Gerber, Torsten Braun
Mobile crowd location prediction with hybrid features using ensemble learning. Future Gener. Comput. Syst. 110 (2020)
Florian Gerber, Douglas W. Nychka
Fast covariance parameter estimation of spatial Gaussian process models using neural networks. CoRR (2020)
Florian Gerber, Reinhard Furrer
optimParallel: An R Package Providing a Parallel Version of the L-BFGS-B Optimization Method. R J. 11 (1) (2019)
Mostafa Karimzadeh, Florian Gerber, Zhongliang Zhao, Torsten Braun
Pedestrians Trajectory Prediction in Urban Environments. NetSys (2019)
Mostafa Karimzadeh, Zhongliang Zhao, Florian Gerber, Torsten Braun
Pedestrians Complex Behavior Understanding and Prediction with Hybrid Markov Chain. WiMob (2018)
Florian Gerber, Kaspar Mösinger, Reinhard Furrer
dotCall64: An R package providing an efficient interface to compiled C, C++, and Fortran code supporting long vectors. SoftwareX 7 (2018)
Florian Gerber, Rogier de Jong, Michael E. Schaepman, Gabriela Schaepman-Strub, Reinhard Furrer
Predicting Missing Values in Spatio-Temporal Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 56 (5) (2018)
Mostafa Karimzadeh, Zhongliang Zhao, Florian Gerber, Torsten Braun
Mobile Users Location Prediction with Complex Behavior Understanding. LCN (2018)
Florian Gerber, Kaspar Mösinger, Reinhard Furrer
data. Comput. Geosci. 104 (2017)