Cargando…

Temporal and Spatial Nearest Neighbor Values Based Missing Data Imputation in Wireless Sensor Networks

Data missing is a common problem in wireless sensor networks. Currently, to ensure the performance of data processing, making imputation for the missing data is the most common method before getting into sensor data analysis. In this paper, the temporal and spatial nearest neighbor values-based miss...

Descripción completa

Detalles Bibliográficos
Autores principales:	Deng, Yulong, Han, Chong, Guo, Jian, Sun, Lijuan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7961379/ https://www.ncbi.nlm.nih.gov/pubmed/33806481 http://dx.doi.org/10.3390/s21051782

Ejemplares similares

Nearest neighbor imputation algorithms: a critical evaluation
por: Beretta, Lorenzo, et al.
Publicado: (2016)

Cervical cancer detection using K nearest neighbor imputer and stacked ensemble learningmodel
por: Chen, Xiaoyuan, et al.
Publicado: (2023)

Distance-Constraint k-Nearest Neighbor Searching in Mobile Sensor Networks
por: Han, Yongkoo, et al.
Publicado: (2015)

Lectures on the nearest neighbor method
por: Biau, Gérard, et al.
Publicado: (2015)

Dimensionality reduction with unsupervised nearest neighbors
por: Kramer, Oliver
Publicado: (2013)

NNAN: Nearest Neighbor Attention Network to Predict Drug–Microbe Associations
por: Zhu, Bei, et al.
Publicado: (2022)

Efficient technique of microarray missing data imputation using clustering and weighted nearest neighbour
por: Dubey, Aditya, et al.
Publicado: (2021)

Distribution based nearest neighbor imputation for truncated high dimensional data with applications to pre-clinical and clinical metabolomics studies
por: Shah, Jasmit S., et al.
Publicado: (2017)

Testing Spatial Symmetry Using Contingency Tables Based on Nearest Neighbor Relations
por: Ceyhan, Elvan
Publicado: (2014)

Kinetic Models for Topological Nearest-Neighbor Interactions
por: Blanchet, Adrien, et al.
Publicado: (2017)

Accumulative Quantization for Approximate Nearest Neighbor Search
por: Ai, Liefu, et al.
Publicado: (2022)

Corrigendum: NNAN: Nearest Neighbor Attention Network to Predict Drug–Microbe Associations
por: Zhu, Bei, et al.
Publicado: (2022)

Nearest Neighbor Networks: clustering expression data based on gene neighborhoods
por: Huttenhower, Curtis, et al.
Publicado: (2007)

Generating normal networks via leaf insertion and nearest neighbor interchange
por: Zhang, Louxin
Publicado: (2019)

Bidirectional k-nearest neighbor spatial crowdsourcing allocation protocol based on edge computing
por: Zhang, Jing, et al.
Publicado: (2023)

Single-cell and Spatial Transcriptomics Clustering with an Optimized Adaptive K-Nearest Neighbor Graph
por: Li, Jia, et al.
Publicado: (2023)

A Practical Neighbor Discovery Framework for Wireless Sensor Networks
por: Gu, Zhaoquan, et al.
Publicado: (2019)

Nearest-neighbor thermodynamics of deoxyinosine pairs in DNA duplexes
por: Watkins, Norman E., et al.
Publicado: (2005)

Approximate Nearest Neighbor Search by Residual Vector Quantization
por: Chen, Yongjian, et al.
Publicado: (2010)

Nearest-Neighbor Interactions and Their Influence on the Structural Aspects of Dipeptides
por: Das, Gunajyoti, et al.
Publicado: (2013)

Secure Nearest Neighbor Query on Crowd-Sensing Data
por: Cheng, Ke, et al.
Publicado: (2016)

A Privacy Preserving Scheme for Nearest Neighbor Query
por: Wang, Yuhang, et al.
Publicado: (2018)

Gravity-Matching Algorithm Based on K-Nearest Neighbor
por: Gao, Shuaipeng, et al.
Publicado: (2022)

Privacy-Enhancing k-Nearest Neighbors Search over Mobile Social Networks †
por: Li, Yuxi, et al.
Publicado: (2021)

A Comparison of the Spatial Linear Model to Nearest Neighbor (k-NN) Methods for Forestry Applications
por: Ver Hoef, Jay M., et al.
Publicado: (2013)

Improvement of signal-to-noise ratio in parallel neuron arrays with spatially nearest neighbor correlated noise
por: Feng, Tianquan, et al.
Publicado: (2018)

Scalable Predictions for Spatial Probit Linear Mixed Models Using Nearest Neighbor Gaussian Processes
por: Saha, Arkajyoti, et al.
Publicado: (2022)

nnSVG for the scalable identification of spatially variable genes using nearest-neighbor Gaussian processes
por: Weber, Lukas M., et al.
Publicado: (2023)

Alpha centauri: unveiling the secrets of our nearest stellar neighbor
por: Beech, Martin
Publicado: (2015)

Nearest-neighbor classifier as a tool for classification of protein families
por: Chaurasiya, Mona, et al.
Publicado: (2010)

Nearest neighbors reveal fast and slow components of motor learning
por: Kollmorgen, Sepp, et al.
Publicado: (2020)

Compressed kNN: K-Nearest Neighbors with Data Compression
por: Salvador–Meneses, Jaime, et al.
Publicado: (2019)

Predictions and analyses of RNA nearest neighbor parameters for modified nucleotides
por: Hopfinger, Melissa C, et al.
Publicado: (2020)

Missing value imputation for epistatic MAPs
por: Ryan, Colm, et al.
Publicado: (2010)

Design‐based properties of the nearest neighbor spatial interpolator and its bootstrap mean squared error estimator
por: Fattorini, Lorenzo, et al.
Publicado: (2021)

Missing value imputation in high-dimensional phenomic data: imputable or not, and how?
por: Liao, Serena G, et al.
Publicado: (2014)

Adaptive Broadcasting Method Using Neighbor Type Information in Wireless Sensor Networks
por: Jeong, Hyocheol, et al.
Publicado: (2011)

Integration and Analysis of Neighbor Discovery and Link Quality Estimation in Wireless Sensor Networks
por: Radi, Marjan, et al.
Publicado: (2014)

Quasi-One-Dimensional Linarite-Type PbCu(SeO(4))(OH)(2) with Competing Nearest-Neighbor and Next-Nearest-Neighbor Intrachain Exchange Interactions
por: Markina, Maria, et al.
Publicado: (2022)

Missing data imputation techniques for wireless continuous vital signs monitoring
por: van Rossum, Mathilde C., et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_a55h3kulnqg6gpgqckatcmfqu4