MultiMix TFT: A Multi-task Mixed-Frequency Framework with Temporal Fusion Transformers. - Boje Deforce; Bart Baesens; Jan Diels; Estefanía Serral Asensio (CoLLAs, 2023)

Self-Supervised Anomaly Detection of Rogue Soil Moisture Sensors. - Boje Deforce; Bart Baesens; Jan Diels; Estefanía Serral Asensio (CoRR, 2023)

Harnessing the power of transformers and data fusion in smart irrigation. - Boje Deforce; Bart Baesens; Jan Diels; Estefanía Serral Asensio (Appl. Soft Comput., 2024)

End-To-End Self-tuning Self-supervised Time Series Anomaly Detection. - Boje Deforce; Meng-Chieh Lee; Bart Baesens; Estefanía Serral Asensio; Jaemin Yoo; Leman Akoglu (CoRR, 2024)

Leveraging Time-Series Foundation Models in Smart Agriculture for Soil Moisture Forecasting. - Boje Deforce; Bart Baesens; Estefanía Serral Asensio (CoRR, 2024)

End-To-End Self-Tuning Self-Supervised Time Series Anomaly Detection. - Boje Deforce; Meng-Chieh Lee; Bart Baesens; Estefanía Serrai Asensio; Jaemin Yoo; Leman Akoglu (SDM, 2025)

Deep multi-task learning for stem water potential prediction : Actionable guidelines. - Boje Deforce; Bart Baesens; Jan Diels; Pieter Janssens; Luis Bonet Pérez de León; Estefanía Serral Asensio (Comput. Electron. Agric., 2025)