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SolarGAN: Multivariate Solar Data Imputation Using Generative Adversarial Network

https://doi.org/10.1109/tste.2020.3004751
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-658-40442-0_9openalex-snapshot
Generative Adversarial Nets
inferredcites →https://doi.org/10.1016/j.asr.2017.02.022openalex-snapshot
Data imputation analysis for Cosmic Rays time series
inferredcites →https://doi.org/10.1016/j.ijforecast.2016.02.001openalex-snapshot
Probabilistic energy forecasting: Global Energy Forecasting Competition 2014 and beyond
inferredcites →https://doi.org/10.1016/j.neucom.2016.04.015openalex-snapshot
Missing data imputation using fuzzy-rough methods
inferredcites →https://doi.org/10.1051/0004-6361/201117024openalex-snapshot
A method for filling gaps in solar irradiance and solar proxy data
inferredcites →https://doi.org/10.1109/mc.2009.263openalex-snapshot
Matrix Factorization Techniques for Recommender Systems
inferredcites →https://doi.org/10.1109/tsg.2017.2728480openalex-snapshot
A Methodology for Quantifying Reliability Benefits From Improved Solar Power Forecasting in Multi-Timescale Power System Operations
inferredcites →https://doi.org/10.1109/tsg.2017.2766022openalex-snapshot
Exploring Key Weather Factors From Analytical Modeling Toward Improved Solar Power Forecasting
inferredcites →https://doi.org/10.1109/tste.2016.2610523openalex-snapshot
A Probabilistic Competitive Ensemble Method for Short-Term Photovoltaic Power Forecasting
inferredcites →https://doi.org/10.1109/tste.2018.2881531openalex-snapshot
Unsupervised Clustering-Based Short-Term Solar Forecasting
inferredcites →https://doi.org/10.1109/tste.2020.3004751openalex-snapshot
SolarGAN: Multivariate Solar Data Imputation Using Generative Adversarial Network
inferredcites →https://doi.org/10.1142/9789813207813_0021openalex-snapshot
MISSING DATA IMPUTATION IN THE ELECTRONIC HEALTH RECORD USING DEEPLY LEARNED AUTOENCODERS
inferredcites →https://doi.org/10.18637/jss.v045.i03openalex-snapshot
mice: Multivariate Imputation by Chained Equations inR
inferredcites →https://doi.org/10.3141/2527-04openalex-snapshot
Flexible and Robust Method for Missing Loop Detector Data Imputation
inferredcites →https://doi.org/10.3156/jsoft.29.5_177_2openalex-snapshot
GAN(Generative Adversarial Nets)
inferredcites →https://doi.org/10.3390/s131115172openalex-snapshot
Multi-Matrices Factorization with Application to Missing Sensor Data Imputation
inferredcites →https://doi.org/10.3390/s141120382openalex-snapshot
Missing Data Imputation of Solar Radiation Data under Different Atmospheric Conditions
inferredcites →https://doi.org/10.48550/arxiv.1806.02920openalex-snapshot
GAIN: Missing Data Imputation using Generative Adversarial Nets

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inferred← citeshttps://doi.org/10.2139/ssrn.4173706openalex-extracted
inferred← citeshttps://doi.org/10.2139/ssrn.4606534openalex-extracted
CC-GAIN: Clustering and Classification-Based Generative Adversarial Imputation Network for Missing Electricity Consumption Data Imputation
inferred← citeshttps://doi.org/10.1002/9781119422464.ch15openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/pip.3394openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/srin.202400053openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/tee.23970openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-87693-7_15-1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-91367-0_15openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-96293-7_20openalex-snapshot
Generative Adversarial Network for Synthetic Imaging Data of Sub-optimal Conditions in Photovoltaic Panels
inferred← citeshttps://doi.org/10.1007/978-981-96-5055-2_13openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s00521-026-12185-xopenalex-snapshot
Deep learning models in multivariate time series analysis: comprehensive analysis, challenges, research opportunities and future prospects
inferred← citeshttps://doi.org/10.1007/s10586-025-05375-0openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11207-026-02718-xopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11227-024-05891-7openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s40866-026-00371-8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s42835-024-01988-4openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s42835-025-02420-1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s43937-026-00195-8openalex-snapshot
Global advances in Generative AI for renewable energy and implications for sustainable energy transitions in Africa
inferred← citeshttps://doi.org/10.1016/b978-0-443-34041-3.00011-0openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.apenergy.2023.122544openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.apenergy.2024.124666openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.apenergy.2024.125059openalex-snapshot
Deep generative models in energy system applications: Review, challenges, and future directions
inferred← citeshttps://doi.org/10.1016/j.apenergy.2025.125296openalex-snapshot
Revolutionizing solar energy resources: The central role of generative AI in elevating system sustainability and efficiency
inferred← citeshttps://doi.org/10.1016/j.apenergy.2026.128101openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113968openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.compeleceng.2025.110858openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.egyr.2022.10.309openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.enconman.2025.119857openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.epsr.2023.109499openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.esr.2023.101111openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.eswa.2023.119510openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.eswa.2024.124507openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.gloei.2026.03.004openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.ijin.2025.07.004openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.jbi.2022.104058openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.jclepro.2021.128566openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.jtte.2024.11.001openalex-snapshot
Transportation carbon reduction technologies: A review of fundamentals, application, and performance
inferred← citeshttps://doi.org/10.1016/j.knosys.2023.110896openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.neunet.2025.107298openalex-snapshot
Dynamic graph-based bilateral recurrent imputation network for multivariate time series
inferred← citeshttps://doi.org/10.1016/j.renene.2023.119374openalex-snapshot
A hybrid meteorological data simulation framework based on time-series generative adversarial network for global daily solar radiation estimation
inferred← citeshttps://doi.org/10.1016/j.renene.2025.124576openalex-snapshot
Robust imputation of missing photovoltaic power data using a weather- and context-aware hybrid transformer framework
inferred← citeshttps://doi.org/10.1016/j.renene.2026.125822openalex-snapshot
SolarImputer: Conditional diffusion-model based spatio-temporal solar irradiance imputation model
inferred← citeshttps://doi.org/10.1016/j.renene.2026.126477openalex-snapshot
Ultra-short-term solar irradiance forecasting for missing data: A multi-modal fusion-based incomplete multi-view clustering method
inferred← citeshttps://doi.org/10.1016/j.rineng.2026.112449openalex-snapshot
Solar irradiance forecasting meta-review: An in-depth systematic meta-review on solar irradiance forecasting datasets, predictive pipelines and performance
inferred← citeshttps://doi.org/10.1016/j.segan.2023.101271openalex-snapshot
Forecasting solar irradiation using convolutional long short-term memory and feature selection of data from neighboring locations
inferred← citeshttps://doi.org/10.1016/j.solener.2026.114428openalex-snapshot
Evaluation of data imputation models for building-integrated photovoltaic systems with practical performance and reproducibility
inferred← citeshttps://doi.org/10.1016/j.uclim.2021.100800openalex-snapshot
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inferred← citeshttps://doi.org/10.1049/enc2.12106openalex-snapshot
Long‐term scenario generation of renewable energy generation using attention‐based conditional generative adversarial networks
inferred← citeshttps://doi.org/10.1049/rpg2.12408openalex-snapshot
A deep‐learning based solar irradiance forecast using missing data
inferred← citeshttps://doi.org/10.1049/stg2.12161openalex-snapshot
Smart grid public datasets: Characteristics and associated applications
inferred← citeshttps://doi.org/10.1063/5.0176922openalex-snapshot
A joint missing power data recovery method based on the spatiotemporal correlation of multiple wind farms
inferred← citeshttps://doi.org/10.1063/5.0219923openalex-snapshot
Generative neural network models for synthetic solar irradiance sequences
inferred← citeshttps://doi.org/10.1088/1402-4896/ad30eaopenalex-snapshot
Research on vehicle battery data cleaning method based on OOA-VMD-ATGRU-GAN
inferred← citeshttps://doi.org/10.1088/2631-8695/ae924dopenalex-snapshot
Enhancing the reliability of solar PV power modelling through HBA-optimized variational autoencoder and GRU neural networks
inferred← citeshttps://doi.org/10.1109/access.2023.3262188openalex-snapshot
Data Imputation Techniques Applied to the Smart Grids Environment
inferred← citeshttps://doi.org/10.1109/access.2024.3352038openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/access.2024.3357533openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/cac63892.2024.10864498openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/ccdc62350.2024.10587986openalex-snapshot
Small Sample Data Augmentation Method for Photovoltaic Power Generation Based on Improved Variational Auto-encoder
inferred← citeshttps://doi.org/10.1109/cieec50170.2021.9510923openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/eebda53927.2022.9744734openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/iatmsi60426.2024.10502500openalex-snapshot
Temporal Harmony: Bridging Gaps in Multivariate Time Series Data with GAN-Transformer Integration
inferred← citeshttps://doi.org/10.1109/iccsi55536.2022.9970615openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/iciteics64870.2025.11341087openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icpet59380.2023.10367438openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icsp62122.2024.10743314openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/iecon48115.2021.9589716openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/iecon58223.2025.11221375openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/intercon52678.2021.9532750openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/itoec63606.2025.10968098openalex-snapshot
Multi-head self-attentive GRU-based missing data repair method for wind turbines
inferred← citeshttps://doi.org/10.1109/jetcas.2023.3291145openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/jsen.2022.3177167openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/pesim67009.2026.11438661openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/smc58881.2025.11343493openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/stpec66316.2025.11490990openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tgrs.2024.3440912openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tia.2025.3556792openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tia.2025.3618791openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tii.2021.3123823openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tii.2023.3240929openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tii.2024.3417272openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tii.2025.3637313openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tim.2023.3309389openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tits.2023.3240185openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tnnls.2023.3284666openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tnnls.2024.3412371openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tpwrs.2022.3170992openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tpwrs.2026.3655678openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tsg.2023.3293188openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tsg.2025.3611142openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tste.2021.3088951openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tste.2021.3112221openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tste.2022.3199161openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/tste.2024.3402585openalex-snapshot
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inferred← citeshttps://doi.org/10.1111/exsy.70241openalex-snapshot
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inferred← citeshttps://doi.org/10.1186/s13634-022-00907-xopenalex-snapshot
TLGRU: time and location gated recurrent unit for multivariate time series imputation
inferred← citeshttps://doi.org/10.12677/mos.2024.134422openalex-snapshot
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inferred← citeshttps://doi.org/10.12694/scpe.v25i5.3023openalex-snapshot
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inferred← citeshttps://doi.org/10.13052/jwe1540-9589.2313openalex-snapshot
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inferred← citeshttps://doi.org/10.20935/acadenergy8105openalex-snapshot
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inferred← citeshttps://doi.org/10.21203/rs.3.rs-10487457/v1openalex-snapshot
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inferred← citeshttps://doi.org/10.22266/ijies2024.0630.28openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fenrg.2025.1691881openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/a19080698openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/computers12080165openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/electronics14204108openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/en16124773openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/en16247933openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/en17184583openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/en18020399openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/en18030503openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/en18051042openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/en18174734openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/en19010030openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/engproc2023039026openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/forecast7010005openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs15010088openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/rs15010171openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/su16104069openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/su18157526openalex-snapshot
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inferred← citeshttps://doi.org/10.4018/ijitsa.325212openalex-snapshot
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inferred← citeshttps://doi.org/10.46338/ijetae0123_18openalex-snapshot
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inferred← citeshttps://doi.org/10.46338/ijetae0223_18openalex-snapshot
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inferred← citeshttps://doi.org/10.5204/thesis.eprints.258292openalex-snapshot
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