Self-configuring event detection in electricity monitoring for human-building interaction
Sign Up to like & getrecommendations! Published in 2019 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2019.01.036
Abstract: Abstract Monitoring the temporal changes in the operational states of appliances is a key step in inferring the dynamics of operations in smart homes. This information could be leveraged in a variety of energy management… read more here.
Keywords: operational states; event detection; self configuring; event ... See more keywords
The potential of federated learning for self-configuring medical object detection in heterogeneous data distributions
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-74577-0
Abstract: Medical Object Detection (MOD) is a clinically relevant image processing method that locates structures of interest in radiological image data at object-level using bounding boxes. High-performing MOD models necessitate large datasets accurately reflecting the feature… read more here.
Keywords: object detection; mod; self configuring; federated learning ... See more keywords
A Semantic-Based Approach for Self-Configuring Smart Home Systems Using Feedback-Based Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3540086
Abstract: As urban populations grow, smart home technology has become a key enabler for enhancing energy efficiency, comfort, and convenience in residential environments. However, existing smart home implementations often struggle to adapt to complex and dynamic… read more here.
Keywords: smart home; home; self configuring; feedback ... See more keywords
On Self-Configuring IoT With Dual Radios: A Cross-Layer Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2021.3066441
Abstract: Growing interest in emerging IoT applications provides a strong drive to release a plethora of communication radios from different standards, which are largely classified into short-range (IEEE 802.15.4) and long-range radios (IEEE 802.15.4g). In this… read more here.
Keywords: self configuring; range; seda net; configuring iot ... See more keywords
ConvexAdam: Self-Configuring Dual-Optimization-Based 3D Multitask Medical Image Registration
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2024.3462248
Abstract: Registration of medical image data requires methods that can align anatomical structures precisely while applying smooth and plausible transformations. Ideally, these methods should furthermore operate quickly and apply to a wide variety of tasks. Deep… read more here.
Keywords: registration; multitask medical; image; image registration ... See more keywords
Self-Configuring CVS to Discriminate Rocket Leaves According to Cultivation Practices and to Correctly Attribute Visual Quality Level
Sign Up to like & getrecommendations! Published in 2021 at "Agronomy"
DOI: 10.3390/agronomy11071353
Abstract: Computer Vision Systems (CVS) represent a contactless and non-destructive tool to evaluate and monitor the quality of fruits and vegetables. This research paper proposes an innovative CVS, using a Random Forest model to automatically select… read more here.
Keywords: quality; level; configuring cvs; self configuring ... See more keywords