Comparative Analysis of TPA‐LSTM and Transformer Models for Forecasting GEO Radiation Belt Electron Fluxes by Mengli Tan, Xu Si, Shangchun Teng, Xinming Wu, Xin Tao

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Forecasting analysis of selected health- and economy-related indicators in South Eastern European and Balkan countries by Stepović Miloš, Vekić Berislav, Dragojević-Simić Viktorija, Vekić Stefan, Rančić Nemanja

“…The aim of this study was to perform a forecasting analysis of the selected indicators, which could help anticipate the future necessities in the health economy and prevent the problems that would predictively grow in the future. …”
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An AutoML-Powered Analysis Framework for Forest Fire Forecasting: Adapting to Climate Change Dynamics by Shuo Zhang, Mengya Pan

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Establishing a periodic SM model with Fourier analysis for enhancing global soil moisture forecasting by Jinlong Zhu, Shengyi Wang, Qingliang Li

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COMPARATIVE ANALYSIS OF TIME SERIES FORECASTING MODELS USING ARIMA AND NEURAL NETWORK AUTOREGRESSION METHODS by Melina Melina, Sukono Sukono, Herlina Napitupulu, Norizan Mohamed, Yulison Herry Chrisnanto, Asep ID Hadiana, Valentina Adimurti Kusumaningtyas, Ulya Nabilla

“…The novelty of this research is the comparative analysis of time series forecasting models using ARIMA and the NNAR methods to predict gold price movements specifically applied to gold price data with non-stationary and non-linear characteristics. …”
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Demand Forecasting Models for Medicines through Wireless Sensor Networks Data and Topic Trend Analysis by Wooju Kim, Jung Hoon Won, Sangun Park, Juyoung Kang

“…Therefore, demand forecasting models based on data analysis in wireless sensor networks and topic modeling of buzzwords in blog documents were suggested in this study. …”
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Improving Investment Forecasting: A Comparative Analysis of Machine Learning Models as Key GDP Indicators by Cheng-Hong Yang, Tshimologo Molefyane, Borcy Lee, Ting-Jen Hsueh, Yu-da Lin

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Spatiotemporal Analysis of the Termokarst Lakes Evolution Using Remote Sensing and Randomized Machine Learning and Forecasting by Dubnov Yuri, Popkov Alexey, Popkov Yuri, Kuprianov Matvey, Polyschuk Vladimir, Melnikov Andrey, Polyschuk Yuri

“…The work is devoted to the problem of forecasting the evolution of the area of thermokarst lakes in the Arctic permafrost zone using the analysis of test areas from several geographical regions. …”
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Can Google Search Data Improve the Unemployment Rate Forecasting Model? An Empirical Analysis for Turkey by Gülşah Şentürk Kocakaya

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Stochastic Model and Rhythm-Adaptive Technologies of Statistical Analysis and Forecasting of Economic Processes with Cyclic Components by Serhii Lupenko, Andrii Horkunenko

“…Results show that the rhythm-adaptive forecasting approach achieves mean absolute errors less than half of those produced by a comparable non-adaptive method, underscoring its practical advantage for the analysis and prediction of cyclic economic phenomena.…”
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ANALYSIS ОF BANKRUPTCY FORECASTING MODELS AT CONSTRUCTION ENTERPRISES ОF THE REPUBLIC OF BELARUS by T. Vodonosova

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Economic effect of carbon storage due to forest management intensification: analysis and forecast for the Republic of Karelia by A. A. Vysokikh-Al-Yasiri

“…Objective: to assess the economic potential of carbon storage for a group of companies in the Republic of Karelia in the context of intensive forest management.Methods: SWOT analysis; assessment of a forest management project according to the VM10 international methodology, Verified Carbon Standard 2016 and forecast of revenues from selling carbon units.Results: the potential of Russian forest management in the context of the Paris Agreement is not disputed, but the assessment of the economic potential of carbon storage of individual economic entities at the moment remains open for discussion. …”
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Predictions of COVID-19 dynamics in the UK: Short-term forecasting and analysis of potential exit strategies. by Matt J Keeling, Edward M Hill, Erin E Gorsich, Bridget Penman, Glen Guyver-Fletcher, Alex Holmes, Trystan Leng, Hector McKimm, Massimiliano Tamborrino, Louise Dyson, Michael J Tildesley

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Retracted: Construction and Simulation of Economic Statistics Measurement Model Based on Time Series Analysis and Forecast by null Complexity

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A Comparative Analysis of Machine Learning and Deep Learning Techniques for Accurate Market Price Forecasting by Olamilekan Shobayo, Sidikat Adeyemi-Longe, Olusogo Popoola, Obinna Okoyeigbo

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Neural network-based forecasting and uncertainty analysis of new power generation capacity of electric energy by Xingyu Dou, Zehan Cui

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Study on the appraisal analysis and forecasting model of diesel engine performance based on modular neural network by LI Zeng-fang, TAO Xue-mei, HE Yong

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Analysis of the salmon fishing season of 2022 by S. L. Marchenko

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Medium-range Forecast Uncertainty for a Rainstorm Associated with Northeast Cold Vortex by Tan Zhenghua, Lin Jian, Yan Qi, Fu Jiaolan, Lu Zhongyan, Yang Ruiwen, Lu Jinglong, Gong Yu

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Status of wastewater treatment and reuse in Saudi Arabia and its forecasting for the year 2035 by Mubarak Faisal Alhajri, Rehan Jamil, Eltahir Mohamed Elhadi Abdalla, Ali Alqahtany, Sulaiman Almazroua, Wadee Ahmed Ghanem Al-Gehlani

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