User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation
Sign Up to like & getrecommendations! Published in 2019 at "User Modeling and User-Adapted Interaction"
DOI: 10.1007/s11257-019-09248-1
Abstract: Building predictive models for human-interactive systems is a challenging task. Every individual has unique characteristics and behaviors. A generic human–machine system will not perform equally well for each user given the between-user differences. Alternatively, a… read more here.
Keywords: adaptive models; using deep; training data; deep transfer ... See more keywords
A model-based optimal control strategy for ground source heat pump systems with integrated solar photovoltaic thermal collectors
Sign Up to like & getrecommendations! Published in 2018 at "Applied Energy"
DOI: 10.1016/j.apenergy.2018.07.026
Abstract: This paper presents a model-based optimal control strategy for ground source heat pump systems with integrated solar photovoltaic thermal collectors (GSHP-PVT). The control strategy was formulated using simplified adaptive models and a genetic algorithm (GA)… read more here.
Keywords: adaptive models; energy; control; control strategy ... See more keywords
Review of adaptive thermal comfort models in built environmental regulatory documents
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DOI: 10.1016/j.buildenv.2018.03.053
Abstract: Abstract In recent years, adaptive thermal comfort models have been integrated into several building design and operations regulatory documents. Although the theoretical background of the adaptive thermal comfort models is quite mature, still some ambiguities… read more here.
Keywords: adaptive models; adaptive thermal; comfort models; thermal comfort ... See more keywords
A solution of UAV localization problem using an interacting multiple nonlinear fuzzy adaptive H∞ models filter algorithm
Sign Up to like & getrecommendations! Published in 2019 at "Chinese Journal of Aeronautics"
DOI: 10.1016/j.cja.2019.02.004
Abstract: Abstract The purpose of this research is to improve the robustness of the autonomous system in order to improve the position and velocity estimation of an Unmanned Aerial Vehicle (UAV). Therefore, new integrated SINS/GPS navigation… read more here.
Keywords: nonlinear fuzzy; adaptive models; multiple nonlinear; fuzzy adaptive ... See more keywords
Regionally and Locally Adaptive Models for Retrieving Chlorophyll-a Concentration in Inland Waters From Remotely Sensed Multispectral and Hyperspectral Imagery
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2019.2892899
Abstract: Various empirical algorithms have been developed to retrieve chlorophyll-a (Chl-a) from multispectral and hyperspectral images as a proxy variable for algal blooms in inland waters. In most previous studies, a single empirical model (global model)… read more here.
Keywords: adaptive models; model; locally adaptive; inland waters ... See more keywords