Predicting land prices and measuring uncertainty by combining supervised and unsupervised learning
Despite the popularity deep learning has been gaining, measuring the uncertainty within the result has not met expectations in many deep learning applications and this includes property valuation. In real-world tasks, however, rather than simply requiring predictions, assurance of the certainty of t...
Main Author: | Changro Lee |
---|---|
Format: | Article |
Language: | English |
Published: |
Vilnius Gediminas Technical University
2021-03-01
|
Series: | International Journal of Strategic Property Management |
Subjects: | |
Online Access: | https://journals.vgtu.lt/index.php/IJSPM/article/view/14293 |
Similar Items
-
Contributions to Unsupervised and Semi-Supervised Learning
by: Pal, David
Published: (2009) -
Contributions to Unsupervised and Semi-Supervised Learning
by: Pal, David
Published: (2009) -
Supervised and unsupervised learning for plant and crop row detection in precision agriculture
by: Varshney, Varun
Published: (2017) -
Semi-Supervised Medical Image Classification Combined with Unsupervised Deep Clustering
by: Lu, C., et al.
Published: (2023) -
Integrating Deep Supervised, Self-Supervised and Unsupervised Learning for Single-Cell RNA-seq Clustering and Annotation
by: Liang Chen, et al.
Published: (2020-07-01)