Probabilistic Forecasting of Energy Consumption using Bayesian Dynamic Linear Models by Hartika Aulia, Syaharuddin Syaharuddin, Vera Mandailina, Hamenyimana Emanuel Gervas, Hameed Ashraf

Subjects: “…probabilistic forecasting, energy consumption, bayesian dynamic linear…”
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Dynamic Forecasting of Gas Consumption in Selected European Countries by Mariangela Guidolin, Stefano Rizzelli

Subjects: “…dynamic probabilistic forecasting…”
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A Markov Chain Approach for the Evaluation of Global Performance of Universities of South Africa by Masikini Lugoma, Masengo Ilunga

Subjects: “…probabilistic forecasting…”
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A Set of New Tools to Measure the Effective Value of Probabilistic Forecasts of Continuous Variables by Josselin Le Gal La Salle, Mathieu David, Philippe Lauret

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DR potential probabilistic forecasting model of load aggregators based on ensemble learning by YEERSEN Sailike, YANG Xi, LI Meiyi, LI Na, GE Xinxin, WANG Fei

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Fast and Interpretable Probabilistic Solar Power Forecasting via a Multi-Observation Non-Homogeneous Hidden Markov Model by Jiaxin Zhang, Siyuan Shang

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Probabilistic Site Adaptation for High-Accuracy Solar Radiation Datasets in the Western Sichuan Plateau by Lianlian Ye, Mengqi Liu, Disong Fu, Hao Wu, Hongrong Shi, Chunlin Huang

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Transformer-Based Models for Probabilistic Time Series Forecasting with Explanatory Variables by Ricardo Caetano, José Manuel Oliveira, Patrícia Ramos

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Prediction of Imbalance Prices Through Gradient Boosting Algorithms: An Application to the Greek Balancing Market by Konstantinos Plakas, Nikos Andriopoulos, Dimitrios Papadaskalopoulos, Alexios Birbas, Efthymios Housos, Ioannis Moraitis

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Sea Surface Temperature Prediction Enhanced by Exploring Spatiotemporal Correlation Based on LSTM and Gaussian Process by Zhenglin Li, Qingxiong Zhu, Dan Zhang, Hao Wu, Yan Peng

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Probabilistic daily runoff forecasting in high-altitude cold regions using a hybrid model combining DBO and transformer variants by Qiying Yu, Wenzhong Li, Yungang Bai, Zhenlin Lu, Yingying Xu, Chengshuai Liu, Lu Tian, Chen Shi, Biao Cao, Tianning Xie, Jianghui Zhang, Caihong Hu

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nabqr: Python package for correcting probabilistic forecasts by Bastian Schmidt Jørgensen, Jan Kloppenborg Møller, Peter Nystrup, Henrik Madsen

Subjects: “…Probabilistic forecasting…”
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Ultra-short-term Probabilistic Forecasting of Distributed Photovoltaic Power Generation Based on Hierarchical Correlation Modeling by Can CHEN, Zinuo SU, Yuan MA, Jialin LIU, Yuqing WANG, Fei WANG

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Research on traction load forecasting of electrified railway by LIU Fu, LIAO Qishu

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A decomposable multi-period mixing algorithm for long-term load forecasting by Qi Cheng, Jing Shi, Siwei Cheng

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Shoreline dynamics prediction using machine learning models: from process learning to probabilistic forecasting by Afshar Adeli, Afshar Adeli, Ali Dastgheib, Ali Dastgheib, Dano Roelvink, Dano Roelvink, Dano Roelvink

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Application of Temporal Fusion Transformers to Run-Of-The-River Hydropower Scheduling by Rafael Francisco, José Pedro Matos, Rui Marinheiro, Nuno Lopes, Maria Manuela Portela, Pedro Barros

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Bayesian Deep Learning Meets Self-Attention: A Risk-Aware Approach to Advertisement Optimization by Arti Jha, Ashutosh Bhatia, Kamlesh Tiwari

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Coupling Machine Learning and Physically Based Hydrological Models for Reservoir-Based Streamflow Forecasting by Benjun Jia, Wei Fang

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Improving the Predictability of the Madden‐Julian Oscillation at Subseasonal Scales With Gaussian Process Models by Haoyuan Chen, Emil Constantinescu, Vishwas Rao, Cristiana Stan

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