Different Approaches to SCADA Data Completion in Water Networks
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Pere Marti-Puig | Moisès Serra-Serra | Arnau Martí-Sarri | P. Martí-Puig | Arnau Martí-Sarri | M. Serra-Serra
[1] Liqing Zhang,et al. Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[2] Nikos D. Sidiropoulos,et al. Tensor Decomposition for Signal Processing and Machine Learning , 2016, IEEE Transactions on Signal Processing.
[3] B. Recht,et al. Tensor completion and low-n-rank tensor recovery via convex optimization , 2011 .
[4] Harri Niska,et al. Methods for imputation of missing values in air quality data sets , 2004 .
[5] P. P. Vaidyanathan,et al. The Theory of Linear Prediction , 2008, Synthesis Lectures on Signal Processing.
[6] Dingsheng Wan,et al. Research on the Data-Driven Quality Control Method of Hydrological Time Series Data , 2018, Water.
[7] Bart Vandereycken,et al. Low-rank tensor completion by Riemannian optimization , 2014 .
[8] Pierre Comon,et al. Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix , 2012, SIAM J. Matrix Anal. Appl..
[9] Richard A. Harshman,et al. Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis , 1970 .
[10] Pierre Comon,et al. Tensors : A brief introduction , 2014, IEEE Signal Processing Magazine.
[11] Tamara G. Kolda,et al. Tensor Decompositions and Applications , 2009, SIAM Rev..
[12] J. Chang,et al. Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition , 1970 .
[13] Zemin Zhang,et al. Exact Tensor Completion Using t-SVD , 2015, IEEE Transactions on Signal Processing.
[14] Walter Willinger,et al. Spatio-Temporal Compressive Sensing and Internet Traffic Matrices (Extended Version) , 2012, IEEE/ACM Transactions on Networking.
[15] Andrzej Cichocki,et al. Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis , 2014, IEEE Signal Processing Magazine.
[16] Andrzej Cichocki,et al. Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach , 2018, Cognitive Computation.
[17] Jakub Langhammer,et al. Applicability of a nu-support vector regression model for the completion of missing data in hydrological time series , 2016 .
[18] S. Osher,et al. Seismic data reconstruction via matrix completion , 2013 .
[19] Vicenç Puig,et al. A methodology and a software tool for sensor data validation/reconstruction : application to the Catalonia regional water network , 2016 .
[20] M. Ahlheim,et al. Towards a Comprehensive Valuation of Water Management Projects When Data Availability Is Incomplete—The Use of Benefit Transfer Techniques , 2015 .
[21] Jieping Ye,et al. Tensor Completion for Estimating Missing Values in Visual Data , 2013, IEEE Trans. Pattern Anal. Mach. Intell..
[22] Vicenç Puig,et al. ARIMA Models for Data Consistency of Flowmeters in Water Distribution Networks , 2009 .
[23] Johan A. K. Suykens,et al. Tensor Versus Matrix Completion: A Comparison With Application to Spectral Data , 2011, IEEE Signal Processing Letters.
[24] Tamara G. Kolda,et al. Scalable Tensor Factorizations for Incomplete Data , 2010, ArXiv.
[25] Kun Xie,et al. Missing Data Recovery Based on Tensor-CUR Decomposition , 2018, IEEE Access.
[26] G. A. Blackburn,et al. Infilling Missing Data in Hydrology: Solutions Using Satellite Radar Altimetry and Multiple Imputation for Data-Sparse Regions , 2018, Water.
[27] Marko Filipovic,et al. Tucker factorization with missing data with application to low-$$n$$n-rank tensor completion , 2015, Multidimens. Syst. Signal Process..
[28] Jeffrey Humpherys,et al. A Fresh Look at the Kalman Filter , 2012, SIAM Rev..
[29] Morten Mørup,et al. Applications of tensor (multiway array) factorizations and decompositions in data mining , 2011, WIREs Data Mining Knowl. Discov..
[30] Fuwen Yang,et al. Robust finite-horizon filtering for stochastic systems with missing measurements , 2005, IEEE Signal Processing Letters.
[31] Andrzej Cichocki,et al. Smooth PARAFAC Decomposition for Tensor Completion , 2015, IEEE Transactions on Signal Processing.
[32] Joos Vandewalle,et al. A Multilinear Singular Value Decomposition , 2000, SIAM J. Matrix Anal. Appl..
[33] Maria Elisa Quinteros,et al. Use of data imputation tools to reconstruct incomplete air quality datasets: A case-study in Temuco, Chile , 2019, Atmospheric Environment.
[34] N. I. Miridakis,et al. Linear Estimation , 2018, Digital and Statistical Signal Processing.
[35] Louis Wehenkel,et al. Data validation and missing data reconstruction using self-organizing map for water treatment , 2011, Neural Computing and Applications.
[36] L. Tucker,et al. Some mathematical notes on three-mode factor analysis , 1966, Psychometrika.