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Boje Deforce
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 5
Top Topics
Soil Moisture
Network Anomaly Detection
Detecting Anomalous
Negative Selection Algorithm
Top Venues
CoRR
CoLLAs
Appl. Soft Comput.
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Publications
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Boje Deforce
,
Bart Baesens
,
Estefanía Serral Asensio
Leveraging Time-Series Foundation Models in Smart Agriculture for Soil Moisture Forecasting.
CoRR
(2024)
Boje Deforce
,
Bart Baesens
,
Jan Diels
,
Estefanía Serral Asensio
Harnessing the power of transformers and data fusion in smart irrigation.
Appl. Soft Comput.
152 (2024)
Boje Deforce
,
Meng-Chieh Lee
,
Bart Baesens
,
Estefanía Serral Asensio
,
Jaemin Yoo
,
Leman Akoglu
End-To-End Self-tuning Self-supervised Time Series Anomaly Detection.
CoRR
(2024)
Boje Deforce
,
Bart Baesens
,
Jan Diels
,
Estefanía Serral Asensio
MultiMix TFT: A Multi-task Mixed-Frequency Framework with Temporal Fusion Transformers.
CoLLAs
(2023)
Boje Deforce
,
Bart Baesens
,
Jan Diels
,
Estefanía Serral Asensio
Self-Supervised Anomaly Detection of Rogue Soil Moisture Sensors.
CoRR
(2023)