Spectral reflectance reconstruction with the locally weighted linear model
Sign Up to like & getrecommendations! Published in 2019 at "Optical and Quantum Electronics"
DOI: 10.1007/s11082-019-1887-8
Abstract: Spectral reflectance reconstruction by the local linear model has many advantages such as simple model structure, fast calculation speed and less chance to be over-fitting. However, local linear model often suffers from the outliers and… read more here.
Keywords: spectral reflectance; reflectance reconstruction; locally weighted; model ... See more keywords
Optimal Weighting Distance-Based Similarity for Locally Weighted PLS Modeling
Sign Up to like & getrecommendations! Published in 2020 at "Industrial & Engineering Chemistry Research"
DOI: 10.1021/acs.iecr.9b06847
Abstract: Real-time prediction of product quality or other key performance indicators is critical to ensuring high-quality products and increasing economic profit. In this study, a new locally weighted parti... read more here.
Keywords: based similarity; distance based; similarity locally; optimal weighting ... See more keywords
Hybrid artificial neural network and locally weighted regression models for lane-based short-term urban traffic flow forecasting
Sign Up to like & getrecommendations! Published in 2018 at "Transportation Planning and Technology"
DOI: 10.1080/03081060.2018.1526988
Abstract: ABSTRACT In recent years, there has been considerable research interest in short-term traffic flow forecasting. However, forecasting models offering a high accuracy at a fine temporal resolution (e.g. 1 or 5 min) and lane level are… read more here.
Keywords: traffic; weighted regression; traffic flow; locally weighted ... See more keywords
Prediction of Rockburst Risk in Coal Mines Based on a Locally Weighted C4.5 Algorithm
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3053001
Abstract: Rockburst is a dynamic phenomenon characterized by the sudden, abrupt, and violent release of deformation energy in coal and rock masses around mine shafts and slopes that can result in considerable destruction. For prediction and… read more here.
Keywords: locally weighted; prediction; algorithm; coal ... See more keywords
Locally Weighted Ensemble-Detection-Based Adaptive Random Forest Classifier for Sensor-Based Online Activity Recognition for Multiple Residents
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3139330
Abstract: In recent years, various approaches for multiresident human activity recognition (HAR) in a smart indoor environment have been developed and improved along with the rapid development of sensors and AI technologies. Research in data stream-based… read more here.
Keywords: weighted ensemble; ensemble detection; detection based; activity recognition ... See more keywords
Locally Weighted Learning Robot Control With Improved Parameter Convergence
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2022.3140503
Abstract: An adaptive robot control approach that can achieve an accurate approximation of the complex robot dynamics without knowledge unlearning in the case of multiple sequential tasks is proposed in this article. A locally weighted learning… read more here.
Keywords: robot control; locally weighted; parameter convergence; robot ... See more keywords
Locally Weighted Ridge Regression for Power System Online Sensitivity Identification Considering Data Collinearity
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Power Systems"
DOI: 10.1109/tpwrs.2017.2733580
Abstract: Power system operations data are sometimes limited in a given space due to system collinearity. As such, the operations data recorded around an operating point of concern may be deficient or isotropically dispersed. Consequently, online… read more here.
Keywords: system; regression; locally weighted; power ... See more keywords
Locally weighted PCA regression to recover missing markers in human motion data
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0272407
Abstract: “Missing markers problem”, that is, missing markers during a motion capture session, has been raised for many years in Motion Capture field. We propose the locally weighted principal component analysis (PCA) regression method to deal… read more here.
Keywords: least square; regression; motion; pca regression ... See more keywords
Divergence-Based Locally Weighted Ensemble Clustering with Dictionary Learning and L2,1-Norm
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24101324
Abstract: Accurate clustering is a challenging task with unlabeled data. Ensemble clustering aims to combine sets of base clusterings to obtain a better and more stable clustering and has shown its ability to improve clustering accuracy.… read more here.
Keywords: weighted ensemble; divergence based; based locally; ensemble clustering ... See more keywords
Locally Weighted Non-Parametric Modeling of Ship Maneuvering Motion Based on Sparse Gaussian Process
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Marine Science and Engineering"
DOI: 10.3390/jmse9060606
Abstract: This paper explores a fast and efficient method for identifying and modeling ship maneuvering motion, and conducts a comprehensive experiment. Through the ship maneuvering test, the dynamics interaction between ship and the environment is obtained.… read more here.
Keywords: ship; locally weighted; ship maneuvering; sparse gaussian ... See more keywords