Maria Yli-Heikkilä

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 3

Top Topics

Multivariate Time Series

Convolutional Network

Temporal Patterns

Spectral Clustering

Top Venues

Publications

Maria Yli-Heikkilä, Samantha Wittke, Markku Luotamo, Eetu Puttonen, Mika Sulkava, Petri Pellikka, Janne Heiskanen, Arto Klami
Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network. Remote. Sens. 14 (17) (2022)
Mika Sulkava, Anne-Mari Sepponen, Maria Yli-Heikkilä, Arto Latukka
Clustering of the self-organizing map reveals profiles of farm profitability and upscaling weights. Neurocomputing 147 (2015)
Maria Yli-Heikkilä, Jukka Tauriainen, Mika Sulkava
Predicting the profitability of agricultural enterprises in dairy farming. ESANN (2015)
Mika Sulkava, Maria Yli-Heikkilä, Arto Latukka
Analysis of Farm Profitability and the Weighted Upscaling System Using the Self-Organizing Map. WSOM (2012)