Analysis of Farm Profitability and the Weighted Upscaling System Using the Self-Organizing Map. - Mika Sulkava; Maria Yli-Heikkilä; Arto Latukka (WSOM, 2012)

Predicting the profitability of agricultural enterprises in dairy farming. - Maria Yli-Heikkilä; Jukka Tauriainen; Mika Sulkava (ESANN, 2015)

Clustering of the self-organizing map reveals profiles of farm profitability and upscaling weights. - Mika Sulkava; Anne-Mari Sepponen; Maria Yli-Heikkilä; Arto Latukka (Neurocomputing, 2015)

Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network. - Maria Yli-Heikkilä; Samantha Wittke; Markku Luotamo; Eetu Puttonen; Mika Sulkava; Petri Pellikka; Janne Heiskanen; Arto Klami (Remote. Sens., 2022)