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Citation Profile [Updated: 2026-03-14 21:09:38]
5 Years H Index
9
Impact Factor (IF)
0.54
5 Years IF
0.39
Data available in this report

[Raw data] [50 most cited papers] [50 most relevant papers] [cites used to compute IF] [Recent citations ][Frequent citing series ] [more data in EconPapers] [trace new citations] [Missing citations? Add them now] [Incorrect content? Let us know]

Main indicators
Raw Data

 

IF AIF CIF IF5 DOC CDO CIT NCI CCU D2Y C2Y D5Y C5Y SC %SC CiY II AII
2018 0 0.53 0.09 0 11 11 9 1 1 0 0 0 1 0.09 0.22
2019 0.09 0.54 0.08 0.09 2 13 2 1 2 11 1 11 1 0 0 0.21
2020 0 0.64 0.16 0 30 43 98 7 9 13 13 2 28.6 7 0.23 0.3
2021 0.66 0.74 0.56 0.56 59 102 129 57 66 32 21 43 24 31 54.4 21 0.36 0.27
2022 0.71 0.73 0.61 0.65 57 159 63 97 163 89 63 102 66 26 26.8 9 0.16 0.22
2023 0.36 0.69 0.42 0.4 36 195 60 82 245 116 42 159 64 15 18.3 9 0.25 0.2
2024 0.55 0.81 0.42 0.48 56 251 35 105 350 93 51 184 89 14 13.3 6 0.11 0.23
2025 0.54 0.35 0.39 80 331 9 115 465 92 50 238 93 19 16.5 11 0.14
IF: Two years Impact Factor: C2Y / D2Y
AIF: Average Impact Factor for all series in RePEc in year y
CIF: Cumulative impact factor
IF5: Five years Impact Factor: C5Y / D5Y
DOC: Number of documents published in year y
CDO: Cumulative number of documents published until year y
CIT: Number of citations to papers published in year y
NCI: Number of citations in year y
CCU: Cumulative number of citations to papers published until year y
D2Y: Number of articles published in y-1 plus y-2
C2Y: Cites in y to articles published in y-1 plus y-2
D5Y: Number of articles published in y-1 until y-5
C5Y: Cites in y to articles published in y-1 until y-5
SC: selft citations in y to articles published in y-1 plus y-2
%SC: Percentage of selft citations in y to articles published in y-1 plus y-2
CiY: Cites in year y to documents published in year y
II: Immediacy Index: CiY / Documents.
AII: Average Immediacy Index for series in RePEc in year y
50 most cited documents in this series
#YearTitleCited
12020Modeling and Forecasting Medium-Term Electricity Consumption Using Component Estimation Technique. (2020). Ali, Sajid ; Shah, Ismail ; Iftikhar, Hasnain. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:2:p:9-179:d:362019.

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17
22020Bankruptcy Prediction: The Case of the Greek Market. (2020). Papana, Angeliki ; Spyridou, Anastasia. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:4:p:27-525:d:455699.

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14
32020Corporate Foresight and Dynamic Capabilities: An Exploratory Study. (2020). Tiberius, Victor ; Semke, Lisa-Marie. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:2:p:10-193:d:365981.

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12
42021Modeling and Forecasting Daily Hotel Demand: A Comparison Based on SARIMAX, Neural Networks, and GARCH Models. (2021). Ampountolas, Apostolos. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:37-595:d:622465.

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12
52020X-Model: Further Development and Possible Modifications. (2020). Kulakov, Sergei. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:1:p:2-35:d:315975.

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11
62021Forecasting Principles from Experience with Forecasting Competitions. (2021). Hendry, David ; Doornik, Jurgen ; Castle, Jennifer. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:1:p:10-165:d:504406.

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11
72023Agricultural Commodities in the Context of the Russia-Ukraine War: Evidence from Corn, Wheat, Barley, and Sunflower Oil. (2023). Hakova, Simona ; Kuera, Jii ; Aliu, Florin. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:1:p:19-373:d:1104608.

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11
82023On Forecasting Cryptocurrency Prices: A Comparison of Machine Learning, Deep Learning, and Ensembles. (2023). Murray, Kate ; Carraro, Diego ; Visentin, Andrea ; Rossi, Andrea. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:1:p:10-209:d:1050336.

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10
92021Short-Term Electricity Price Forecasting by Employing Ensemble Empirical Mode Decomposition and Extreme Learning Machine. (2021). Aslam, Sheraz ; Khan, Sajjad ; Mustafa, Iqra. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:28-477:d:580060.

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9
102021Model-Free Time-Aggregated Predictions for Econometric Datasets. (2021). Karmakar, Sayar ; Wu, Kejin. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:4:p:55-933:d:697863.

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8
112021The Wisdom of the Data: Getting the Most Out of Univariate Time Series Forecasting. (2021). Petropoulos, Fotios ; Spiliotis, Evangelos. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:29-497:d:580455.

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7
122020Dynamic Modeling of Power Outages Caused by Thunderstorms. (2020). Watson, Peter ; Liang, Guannan ; Anagnostou, Emmanouil ; Cerrai, Diego ; Wanik, David ; Alpay, Berk A. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:2:p:8-162:d:361802.

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7
132021Forecasting Commodity Prices: Looking for a Benchmark. (2021). Rubaszek, Michał ; Kwas, Marek. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:27-459:d:577877.

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7
142021Comparing Prophet and Deep Learning to ARIMA in Forecasting Wholesale Food Prices. (2021). Proietti, Massimiliano ; Marconi, Marcello ; Menculini, Lorenzo ; Moretti, Cecilia ; Marini, Andrea ; Bozza, Alessio ; Garinei, Alberto. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:40-662:d:636189.

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7
152022A Hybrid XGBoost-MLP Model for Credit Risk Assessment on Digital Supply Chain Finance. (2022). Li, Yixuan ; Yeo, Wee Meng ; Stasinakis, Charalampos. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:1:p:11-207:d:738411.

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6
162023Data-Driven Methods for the State of Charge Estimation of Lithium-Ion Batteries: An Overview. (2023). Giazitzis, Spyridon ; Leva, Sonia ; Eleftheriadis, Panagiotis ; Ogliari, Emanuele. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:3:p:32-599:d:1239485.

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6
172021Probabilistic Day-Ahead Wholesale Price Forecast: A Case Study in Great Britain. (2021). Haben, Stephen ; Caudron, Julien ; Verma, Jake. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:38-632:d:623967.

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6
182023A Day-Ahead Photovoltaic Power Prediction via Transfer Learning and Deep Neural Networks. (2023). Miraftabzadeh, Seyed Mahdi ; Longo, Michela ; Foiadelli, Federica ; Colombo, Cristian Giovanni. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:1:p:12-228:d:1072471.

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6
192020Climatological Drought Forecasting Using Bias Corrected CMIP6 Climate Data: A Case Study for India. (2020). Jogineedi, Rohit ; Maheshwari, Pankaj ; Rahaman, Md Mafuzur ; Shrestha, Alen ; Kalra, Ajay. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:2:p:4-84:d:348981.

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6
202021Building Heat Demand Forecasting by Training a Common Machine Learning Model with Physics-Based Simulator. (2021). Koponen, Pekka ; Kannari, Lotta ; Piira, Kalevi ; Kiljander, Jussi ; Piippo, Jouko. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:19-302:d:540242.

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6
212022Short Term Electric Power Load Forecasting Using Principal Component Analysis and Recurrent Neural Networks. (2022). Veeramsetty, Venkataramana ; Mussetta, Marco ; Grimaccia, Francesco ; Chandra, Dongari Rakesh. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:1:p:8-164:d:732285.

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6
222021Improving Hotel Room Demand Forecasts for Vienna across Hotel Classes and Forecast Horizons: Single Models and Combination Techniques Based on Encompassing Tests. (2021). Gunter, Ulrich. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:4:p:54-919:d:689837.

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5
232021COVID-19 and Tourism: Analyzing the Effects of COVID-19 Statistics and Media Coverage on Attitudes toward Tourism. (2021). Godovykh, Maksim ; Ridderstaat, Jorge ; Baker, Carissa ; Fyall, Alan. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:4:p:53-883:d:681511.

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5
242022SIMLR: Machine Learning inside the SIR Model for COVID-19 Forecasting. (2022). Greiner, Russell ; Vega, Roberto ; Flores, Leonardo. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:1:p:5-94:d:723710.

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5
252023Large Language Models: Their Success and Impact. (2023). Kang, Yanfei ; Makridakis, Spyros ; Petropoulos, Fotios. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:3:p:30-549:d:1225093.

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5
262021Load Forecasting in an Office Building with Different Data Structure and Learning Parameters. (2021). Vale, Zita ; Faria, Pedro ; Khorram, Mahsa ; Ramos, Daniel. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:1:p:15-255:d:521101.

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5
272023Day Ahead Electric Load Forecast: A Comprehensive LSTM-EMD Methodology and Several Diverse Case Studies. (2023). Simpkins, Travis ; Leva, Sonia ; Wood, Michael ; Ogliari, Emanuele ; Nespoli, Alfredo. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:1:p:16-314:d:1086025.

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5
282021Electrical Load Forecast by Means of LSTM: The Impact of Data Quality. (2021). Vigani, Sonia ; Pretto, Silvia ; Gavazzeni, Michele ; Paccanelli, Franco ; Ogliari, Emanuele ; Nespoli, Alfredo. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:1:p:6-101:d:495915.

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5
292021Trends in Using IoT with Machine Learning in Health Prediction System. (2021). Hussain, Walayat ; Alrashed, Bashair ; Aldahiri, Amani. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:1:p:12-206:d:512114.

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5
302022Modelling Energy Transition in Germany: An Analysis through Ordinary Differential Equations and System Dynamics. (2022). Guidolin, Mariangela ; de Giovanni, Luigi ; Savio, Andrea. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:2:p:25-455:d:790008.

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4
312021Examining Deep Learning Architectures for Crime Classification and Prediction. (2021). Semertzidis, Theodoros ; Daras, Petros ; Stalidis, Panagiotis. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:4:p:46-762:d:654392.

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4
322024Forecasting Thailand’s Transportation CO 2 Emissions: A Comparison among Artificial Intelligent Models. (2024). Ratanavaraha, Vatanavongs ; Janhuaton, Thananya ; Jomnonkwao, Sajjakaj. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:2:p:26-484:d:1418607.

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4
332020Bus Travel Time: Experimental Evidence and Forecasting. (2020). Polimeni, Antonio ; Comi, Antonio. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:3:p:17-322:d:405406.

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4
342020Sun Position Identification in Sky Images for Nowcasting Application. (2020). Nespoli, Alfredo ; Niccolai, Alessandro. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:4:p:26-504:d:445576.

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4
352022The Power of Travel Search Data in Forecasting the Tourism Demand in Dubai. (2022). Rashad, Ahmed. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:3:p:36-684:d:868494.

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4
362018Fast Univariate Time Series Prediction of Solar Power for Real-Time Control of Energy Storage System. (2018). Gadh, Rajit ; Chu, Peter ; Majidpour, Mostafa ; Pota, Hemanshu R ; Nazaripouya, Hamidreza. In: Forecasting. RePEc:gam:jforec:v:1:y:2018:i:1:p:8-120:d:170362.

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4
372021Is It Possible to Forecast the Price of Bitcoin?. (2021). Goutte, Stéphane ; Chevallier, Julien ; Guegan, Dominique. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:24-420:d:564101.

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4
382021Influence of the Characteristics of Weather Information in a Thunderstorm-Related Power Outage Prediction System. (2021). Watson, Peter L ; Koukoula, Marika ; Anagnostou, Emmanouil. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:34-560:d:608764.

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4
392024Impact of PV and EV Forecasting in the Operation of a Microgrid. (2024). Matrone, Silvana ; Simonetti, Riccardo ; Ramaschi, Riccardo ; Wood, Michael James ; Saleptsis, Marios ; Manzolini, Giampaolo ; Sobic, Filip ; Ogliari, Emanuele ; Gioffre, Domenico ; Fusco, Andrea ; Leva, Sonia. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:3:p:32-615:d:1446942.

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4
402023A Hybrid Model for Multi-Day-Ahead Electricity Price Forecasting considering Price Spikes. (2023). Quashie, Mike ; Lopez, Manuel Zamudio ; Zareipour, Hamidreza ; Jaimes, Daniel Manfre. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:3:p:28-521:d:1197273.

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4
412021A Model Predictive Control for the Dynamical Forecast of Operating Reserves in Frequency Regulation Services. (2021). Nikolaidis, Pavlos ; Partaourides, Harris. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:1:p:14-241:d:519135.

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4
422021A Time-Varying Gerber Statistic: Application of a Novel Correlation Metric to Commodity Price Co-Movements. (2021). Algieri, Bernardina ; Toscano, Pietro ; Leccadito, Arturo. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:22-354:d:555557.

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4
432022Deep Learning for Demand Forecasting in the Fashion and Apparel Retail Industry. (2022). Chen, Yan ; Giri, Chandadevi. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:2:p:31-581:d:843396.

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4
442022Precision and Reliability of Forecasts Performance Metrics. (2022). St-Aubin, Philippe ; Agard, Bruno. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:4:p:48-903:d:958108.

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4
452020Assessment of Direct Normal Irradiance Forecasts Based on IFS/ECMWF Data and Observations in the South of Portugal. (2020). Salgado, Rui ; Canhoto, Paulo ; Costa, Maria Joo ; Perdigo, Joo. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:2:p:7-150:d:359168.

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3
462018ARIMA Time Series Models for Full Truckload Transportation Prices. (2018). Miller, Jason W. In: Forecasting. RePEc:gam:jforec:v:1:y:2018:i:1:p:9-134:d:172043.

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3
472020Revisiting the Dynamic Linkages of Treasury Bond Yields for the BRICS: A Forecasting Analysis. (2020). Bekiros, Stelios ; Avdoulas, Christos. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:2:p:6-129:d:359124.

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3
482024Forecasting Short- and Long-Term Wind Speed in Limpopo Province Using Machine Learning and Extreme Value Theory. (2024). Maposa, Daniel ; Makubyane, Kgothatso. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:4:p:44-907:d:1492137.

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3
492021The Yield Curve as a Leading Indicator: Accuracy and Timing of a Parsimonious Forecasting Model. (2021). Seip, Knut Lehre ; Zhang, Dan. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:25-436:d:564333.

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3
502022Forecasting Regional Tourism Demand in Morocco from Traditional and AI-Based Methods to Ensemble Modeling. (2022). Taya, Hafsa ; Ouassou, El Houssin. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:2:p:24-437:d:787636.

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3
50 most relevant documents in this series (papers most cited in the last two years)
#YearTitleCited
12023Agricultural Commodities in the Context of the Russia-Ukraine War: Evidence from Corn, Wheat, Barley, and Sunflower Oil. (2023). Hakova, Simona ; Kuera, Jii ; Aliu, Florin. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:1:p:19-373:d:1104608.

Full description at Econpapers || Download paper

11
22021Modeling and Forecasting Daily Hotel Demand: A Comparison Based on SARIMAX, Neural Networks, and GARCH Models. (2021). Ampountolas, Apostolos. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:37-595:d:622465.

Full description at Econpapers || Download paper

8
32023On Forecasting Cryptocurrency Prices: A Comparison of Machine Learning, Deep Learning, and Ensembles. (2023). Murray, Kate ; Carraro, Diego ; Visentin, Andrea ; Rossi, Andrea. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:1:p:10-209:d:1050336.

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6
42023Data-Driven Methods for the State of Charge Estimation of Lithium-Ion Batteries: An Overview. (2023). Giazitzis, Spyridon ; Leva, Sonia ; Eleftheriadis, Panagiotis ; Ogliari, Emanuele. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:3:p:32-599:d:1239485.

Full description at Econpapers || Download paper

6
52023A Day-Ahead Photovoltaic Power Prediction via Transfer Learning and Deep Neural Networks. (2023). Miraftabzadeh, Seyed Mahdi ; Longo, Michela ; Foiadelli, Federica ; Colombo, Cristian Giovanni. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:1:p:12-228:d:1072471.

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5
62021Forecasting Principles from Experience with Forecasting Competitions. (2021). Hendry, David ; Doornik, Jurgen ; Castle, Jennifer. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:1:p:10-165:d:504406.

Full description at Econpapers || Download paper

5
72024Forecasting Thailand’s Transportation CO 2 Emissions: A Comparison among Artificial Intelligent Models. (2024). Ratanavaraha, Vatanavongs ; Janhuaton, Thananya ; Jomnonkwao, Sajjakaj. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:2:p:26-484:d:1418607.

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4
82023Large Language Models: Their Success and Impact. (2023). Kang, Yanfei ; Makridakis, Spyros ; Petropoulos, Fotios. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:3:p:30-549:d:1225093.

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4
92021Examining Deep Learning Architectures for Crime Classification and Prediction. (2021). Semertzidis, Theodoros ; Daras, Petros ; Stalidis, Panagiotis. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:4:p:46-762:d:654392.

Full description at Econpapers || Download paper

4
102024Impact of PV and EV Forecasting in the Operation of a Microgrid. (2024). Matrone, Silvana ; Simonetti, Riccardo ; Ramaschi, Riccardo ; Wood, Michael James ; Saleptsis, Marios ; Manzolini, Giampaolo ; Sobic, Filip ; Ogliari, Emanuele ; Gioffre, Domenico ; Fusco, Andrea ; Leva, Sonia. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:3:p:32-615:d:1446942.

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4
112021Forecasting Commodity Prices: Looking for a Benchmark. (2021). Rubaszek, Michał ; Kwas, Marek. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:27-459:d:577877.

Full description at Econpapers || Download paper

4
122023Day Ahead Electric Load Forecast: A Comprehensive LSTM-EMD Methodology and Several Diverse Case Studies. (2023). Simpkins, Travis ; Leva, Sonia ; Wood, Michael ; Ogliari, Emanuele ; Nespoli, Alfredo. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:1:p:16-314:d:1086025.

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4
132023A Hybrid Model for Multi-Day-Ahead Electricity Price Forecasting considering Price Spikes. (2023). Quashie, Mike ; Lopez, Manuel Zamudio ; Zareipour, Hamidreza ; Jaimes, Daniel Manfre. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:3:p:28-521:d:1197273.

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4
142020Bankruptcy Prediction: The Case of the Greek Market. (2020). Papana, Angeliki ; Spyridou, Anastasia. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:4:p:27-525:d:455699.

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3
152022Modelling Energy Transition in Germany: An Analysis through Ordinary Differential Equations and System Dynamics. (2022). Guidolin, Mariangela ; de Giovanni, Luigi ; Savio, Andrea. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:2:p:25-455:d:790008.

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3
162022Precision and Reliability of Forecasts Performance Metrics. (2022). St-Aubin, Philippe ; Agard, Bruno. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:4:p:48-903:d:958108.

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3
172021Model-Free Time-Aggregated Predictions for Econometric Datasets. (2021). Karmakar, Sayar ; Wu, Kejin. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:4:p:55-933:d:697863.

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3
182021A Statistics and Deep Learning Hybrid Method for Multivariate Time Series Forecasting and Mortality Modeling. (2021). Mathonsi, Thabang ; van Zyl, Terence L. In: Forecasting. RePEc:gam:jforec:v:4:y:2021:i:1:p:1-25:d:708917.

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3
192021Forecasting the Preparatory Phase of Induced Earthquakes by Recurrent Neural Network. (2021). Picozzi, Matteo ; Iaccarino, Antonio Giovanni. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:1:p:2-36:d:474465.

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3
202022Deep Learning for Demand Forecasting in the Fashion and Apparel Retail Industry. (2022). Chen, Yan ; Giri, Chandadevi. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:2:p:31-581:d:843396.

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3
212024Forecasting Short- and Long-Term Wind Speed in Limpopo Province Using Machine Learning and Extreme Value Theory. (2024). Maposa, Daniel ; Makubyane, Kgothatso. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:4:p:44-907:d:1492137.

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222022A Hybrid XGBoost-MLP Model for Credit Risk Assessment on Digital Supply Chain Finance. (2022). Li, Yixuan ; Yeo, Wee Meng ; Stasinakis, Charalampos. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:1:p:11-207:d:738411.

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232021Is It Possible to Forecast the Price of Bitcoin?. (2021). Goutte, Stéphane ; Chevallier, Julien ; Guegan, Dominique. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:24-420:d:564101.

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242021Probabilistic Day-Ahead Wholesale Price Forecast: A Case Study in Great Britain. (2021). Haben, Stephen ; Caudron, Julien ; Verma, Jake. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:38-632:d:623967.

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252023Macroeconomic Predictions Using Payments Data and Machine Learning. (2023). Desai, Ajit ; Chapman, James. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:4:p:36-683:d:1288660.

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262023Comparative Analysis of Machine Learning, Hybrid, and Deep Learning Forecasting Models: Evidence from European Financial Markets and Bitcoins. (2023). Ampountolas, Apostolos. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:2:p:26-486:d:1175231.

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272024Predicting Power Consumption Using Deep Learning with Stationary Wavelet. (2024). Derbel, Faouzi ; Fakhfakh, Ahmed ; Taouil, Khaled ; Frikha, Majdi. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:3:p:43-884:d:1484006.

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282022The Power of Travel Search Data in Forecasting the Tourism Demand in Dubai. (2022). Rashad, Ahmed. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:3:p:36-684:d:868494.

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292021The Yield Curve as a Leading Indicator: Accuracy and Timing of a Parsimonious Forecasting Model. (2021). Seip, Knut Lehre ; Zhang, Dan. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:25-436:d:564333.

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302022Advances in Time Series Forecasting Development for Power Systems’ Operation with MLOps. (2022). Gurses-Tran, Gonca ; Monti, Antonello. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:2:p:28-524:d:825213.

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312024The Technological Impact on Employment in Spain between 2023 and 2035. (2024). Benomar, Wafaa ; Chemlal, Oussama. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:2:p:17-325:d:1386527.

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322021Load Forecasting in an Office Building with Different Data Structure and Learning Parameters. (2021). Vale, Zita ; Faria, Pedro ; Khorram, Mahsa ; Ramos, Daniel. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:1:p:15-255:d:521101.

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332022SIMLR: Machine Learning inside the SIR Model for COVID-19 Forecasting. (2022). Greiner, Russell ; Vega, Roberto ; Flores, Leonardo. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:1:p:5-94:d:723710.

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342025Sensitivity Analysis of Priors in the Bayesian Dirichlet Auto-Regressive Moving Average Model. (2025). Weiss, Robert E ; Medina, Liz ; Katz, Harrison. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:3:p:32-:d:1684138.

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352020Modeling and Forecasting Medium-Term Electricity Consumption Using Component Estimation Technique. (2020). Ali, Sajid ; Shah, Ismail ; Iftikhar, Hasnain. In: Forecasting. RePEc:gam:jforec:v:2:y:2020:i:2:p:9-179:d:362019.

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362024Modeling CO 2 Emission Forecasting in Energy Consumption of the Industrial Building Sector under Sustainability Policy in Thailand: Enhancing the LISREL-LGM Model. (2024). Sutthichaimethee, Pruethsan ; Phong, Nathaporn ; Junsiri, Chaiyan. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:3:p:27-501:d:1420791.

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372021Building Heat Demand Forecasting by Training a Common Machine Learning Model with Physics-Based Simulator. (2021). Koponen, Pekka ; Kannari, Lotta ; Piira, Kalevi ; Kiljander, Jussi ; Piippo, Jouko. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:19-302:d:540242.

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382021Short-Term Electricity Price Forecasting by Employing Ensemble Empirical Mode Decomposition and Extreme Learning Machine. (2021). Aslam, Sheraz ; Khan, Sajjad ; Mustafa, Iqra. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:28-477:d:580060.

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392024Evaluating Wind Speed Forecasting Models: A Comparative Study of CNN, DAN2, Random Forest and XGBOOST in Diverse South African Weather Conditions. (2024). Ravele, Thakhani ; Mugware, Fhulufhelo Walter ; Sigauke, Caston. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:3:p:35-699:d:1458948.

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402024Granger Causality-Based Forecasting Model for Rainfall at Ratnapura Area, Sri Lanka: A Deep Learning Approach. (2024). Mammadov, Musa ; Lakraj, Pemantha ; Tilakaratne, Chandima ; Saubhagya, Shanthi. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:4:p:56-1151:d:1533295.

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412023Decompose and Conquer: Time Series Forecasting with Multiseasonal Trend Decomposition Using Loess. (2023). Musilek, Petr ; Ardakanian, Omid ; Sohrabbeig, Amirhossein. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:4:p:37-696:d:1298355.

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422023Advancements in Downscaling Global Climate Model Temperature Data in Southeast Asia: A Machine Learning Approach. (2023). Amnuaylojaroen, Teerachai. In: Forecasting. RePEc:gam:jforec:v:6:y:2023:i:1:p:1-17:d:1303994.

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432021The Wisdom of the Data: Getting the Most Out of Univariate Time Series Forecasting. (2021). Petropoulos, Fotios ; Spiliotis, Evangelos. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:3:p:29-497:d:580455.

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442022Forecasting Daily and Weekly Passenger Demand for Urban Rail Transit Stations Based on a Time Series Model Approach. (2022). Chen, Weiya ; Chuwang, Dung David. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:4:p:49-924:d:974723.

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452024Electricity Consumption Forecasting: An Approach Using Cooperative Ensemble Learning with SHapley Additive exPlanations. (2024). Rodrigues, Erick Oliveira ; Dal, Matheus Henrique ; Oliveira, Gilson Adamczuk ; Alba, Eduardo Luiz. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:3:p:42-863:d:1482246.

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462022Big Data and Predictive Analytics for Business Intelligence: A Bibliographic Study (2000–2021). (2022). Chen, Yili ; Wang, Han ; Li, Congdong. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:4:p:42-786:d:923606.

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472021A Stochastic Estimation Framework for Yearly Evolution of Worldwide Electricity Consumption. (2021). Al-Haija, Qasem Abu. In: Forecasting. RePEc:gam:jforec:v:3:y:2021:i:2:p:16-266:d:528336.

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482025Optimizing Credit Risk Prediction for Peer-to-Peer Lending Using Machine Learning. (2025). Ramos, Patrcia ; Oliveira, Jos Manuel ; Benilles, Billel ; Halitim, Ahmed Rami ; Souadda, Lyne Imene. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:3:p:35-:d:1690341.

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492018ARIMA Time Series Models for Full Truckload Transportation Prices. (2018). Miller, Jason W. In: Forecasting. RePEc:gam:jforec:v:1:y:2018:i:1:p:9-134:d:172043.

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502024Is Football Unpredictable? Predicting Matches Using Neural Networks. (2024). Teixeira, Joao P ; Fialho, Gabriel ; Luiz, Luiz E. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:4:p:57-1168:d:1542477.

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2025Customer relationship management and value creation as key mediators of female-owned MSMEs’ market performance. (2025). Yuliawati, Tia ; Hwang, Wu-Yuin ; Marimon, Frederic ; Hendrayati, Heny ; Rahmiati, Rahmiati ; Susanto, Perengki. In: Journal of Innovation and Entrepreneurship. RePEc:spr:joiaen:v:14:y:2025:i:1:d:10.1186_s13731-025-00520-w.

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2025Dynamic Dual-Phase Forecasting Model for New Product Demand Using Machine Learning and Statistical Control. (2025). Wang, Chien-Chih. In: Mathematics. RePEc:gam:jmathe:v:13:y:2025:i:10:p:1613-:d:1655713.

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2025Forecasting Financial Literacy Levels with Respect to Consumer Shopping Behaviour. (2025). Rosnerova, Zuzana ; Ponisciakova, Olga ; Svabova, Lucia ; Kicova, Eva. In: IJFS. RePEc:gam:jijfss:v:13:y:2025:i:1:p:26-:d:1591012.

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2025A Fusion of Deep Learning and Time Series Regression for Flood Forecasting: An Application to the Ratnapura Area Based on the Kalu River Basin in Sri Lanka. (2025). Mammadov, Musa ; Lakraj, Pemantha ; Tilakaratne, Chandima ; Saubhagya, Shanthi. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:2:p:29-:d:1681948.

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2025Deep Learning-Based Multi-Source Precipitation Forecasting in Arid Regions Using Different Optimizations: A Case Study from Konya, Turkey. (2025). Demir, Vahdettin. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:4:p:60-:d:1774631.

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2025Forecasting Outcomes Using Multi-Option, Advantage-Sensitive Thurstone-Motivated Models. (2025). Gyarmati, Lszl ; Orbn-Mihlyk, VA. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:3:p:34-:d:1688099.

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2025An Extension of Laor Weight Initialization for Deep Time-Series Forecasting: Evidence from Thai Equity Risk Prediction. (2025). Boongasame, Laor ; Petchpol, Katsamapol. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:3:p:47-:d:1740771.

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2025Three Environments, One Problem: Forecasting Water Temperature in Central Europe in Response to Climate Change. (2025). Amnuaylojaroen, Teerachai ; Szyga-Pluta, Katarzyna ; Sojka, Mariusz ; Ptak, Mariusz. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:2:p:24-:d:1667432.

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2025Enhancing Sustainable Strategic Governance for Energy-Consumption Reduction Towards Carbon Neutrality in the Energy and Transportation Sectors. (2025). Luo, Jianhui ; Wattana, Buncha ; Sutthichaimethee, Pruethsan ; Sa-Ngiamvibool, Worawat. In: Sustainability. RePEc:gam:jsusta:v:17:y:2025:i:6:p:2659-:d:1614272.

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2025Evaluating the Impact of Frequency Decomposition Techniques on LSTM-Based Household Energy Consumption Forecasting. (2025). Taktak, Maissa ; Derbel, Faouzi. In: Energies. RePEc:gam:jeners:v:18:y:2025:i:10:p:2507-:d:1654688.

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2025The Role of Reclaimed Water in Urban Flood Management: Public Perception and Acceptance. (2025). Shrestha, Sujan ; Dahal, Dewasis ; Poudel, Bishal ; Kalra, Ajay ; Banjara, Mandip. In: Earth Science Research. RePEc:ibn:esrjnl:v:14:y:2025:i:1:p:1.

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Recent citations received in 2025

YearCiting document
2025CTBench: Cryptocurrency Time Series Generation Benchmark. (2025). Jin, Chen ; Yu, Xin ; Bao, Yifan ; Huang, Qiang ; Wang, Qiang. In: Papers. RePEc:arx:papers:2508.02758.

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2025Systematic review on uncertainty quantification in machine learning-based building energy modeling. (2025). Atamturktur, S ; Hu, Y ; Chen, L ; Wang, J ; Xu, X. In: Renewable and Sustainable Energy Reviews. RePEc:eee:rensus:v:218:y:2025:i:c:s1364032125004903.

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2025Short-Term Forecasting of Unplanned Power Outages Using Machine Learning Algorithms: A Robust Feature Engineering Strategy Against Multicollinearity and Nonlinearity. (2025). Ranganai, Edmore ; Sivhugwana, Khathutshelo Steven. In: Energies. RePEc:gam:jeners:v:18:y:2025:i:18:p:4994-:d:1753724.

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2025Forecasting Installation Demand Using Machine Learning: Evidence from a Large PV Installer in Poland. (2025). Jankowski, Rafa ; Zieliska, Anna. In: Energies. RePEc:gam:jeners:v:18:y:2025:i:18:p:4998-:d:1753768.

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2025Probabilistic Demand Forecasting in the Southeast Region of the Mexican Power System Using Machine Learning Methods. (2025). Bernal, Ivan Itai ; Lorenzo, Roberto Jair ; de los Ngeles, Mara ; Garca, Jaime Robles ; Badaoui, Mohamed ; Romero, David Romero ; Moreno, Rodolfo Alfonso. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:3:p:39-:d:1705034.

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2025Can Simple Balancing Algorithms Improve School Dropout Forecasting? The Case of the State Education Network of Espírito Santo, Brazil. (2025). de Almeida, Guilherme Armando ; de Deus, Kiara. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:4:p:59-:d:1774285.

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2025Forecasting the U.S. Renewable-Energy Mix with an ALR-BDARMA Compositional Time-Series Framework. (2025). Katz, Harrison ; Maierhofer, Thomas. In: Forecasting. RePEc:gam:jforec:v:7:y:2025:i:4:p:62-:d:1778278.

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2025Deviations from Normality in Autocorrelation Functions and Their Implications for MA(q) Modeling. (2025). Royer-Carenzi, Manuela ; Hassani, Hossein. In: Stats. RePEc:gam:jstats:v:8:y:2025:i:1:p:19-:d:1596045.

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2025Day-Ahead Electricity Price Forecasting for Sustainable Electricity Markets: A Multi-Objective Optimization Approach Combining Improved NSGA-II and RBF Neural Networks. (2025). Sun, Yumiao ; Song, Shiwei ; Wang, Donglai ; Zhang, Guifan ; Liu, Zhenghan ; Qiu, Shuang. In: Sustainability. RePEc:gam:jsusta:v:17:y:2025:i:10:p:4551-:d:1657146.

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Recent citations received in 2024

YearCiting document
2024Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants. (2024). Seman, Laio Oriel ; Stefenon, Stefano Frizzo ; Mariani, Viviana Cocco ; Santos, Leandro Dos ; Finardi, Erlon Cristian ; da Silva, Evandro Cardozo. In: Energy. RePEc:eee:energy:v:313:y:2024:i:c:s036054422403696x.

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2024Hybrid Proximal Policy Optimization—Wasserstein Generative Adversarial Network Framework for Hosting Capacity Optimization in Renewable-Integrated Power Systems. (2024). Cai, Chao ; Han, Jun ; Xu, Zhengyang ; Liu, Hong ; Pan, Wenjie. In: Energies. RePEc:gam:jeners:v:17:y:2024:i:24:p:6234-:d:1541180.

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2024Cryptocurrency Price Prediction Algorithms: A Survey and Future Directions. (2024). Binnewies, Sebastian ; John, David L ; Stantic, Bela. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:3:p:34-671:d:1457158.

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2024Predicting Power Consumption Using Deep Learning with Stationary Wavelet. (2024). Derbel, Faouzi ; Fakhfakh, Ahmed ; Taouil, Khaled ; Frikha, Majdi. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:3:p:43-884:d:1484006.

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2024Forecasting Short- and Long-Term Wind Speed in Limpopo Province Using Machine Learning and Extreme Value Theory. (2024). Maposa, Daniel ; Makubyane, Kgothatso. In: Forecasting. RePEc:gam:jforec:v:6:y:2024:i:4:p:44-907:d:1492137.

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2024Review of the Natural Time Analysis Method and Its Applications. (2024). Christopoulos, Stavros-Richard G ; Sarlis, Nicholas V ; Skordas, Efthimios S ; Varotsos, Panayiotis A. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:22:p:3582-:d:1522099.

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Recent citations received in 2023

YearCiting document
2023A network-based strategy of price correlations for optimal cryptocurrency portfolios. (2023). Rocha, Luis ; Jing, Ruixue ; Correa, Luis Enrique. In: Papers. RePEc:arx:papers:2304.02362.

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2023Bayesian framework for characterizing cryptocurrency market dynamics, structural dependency, and volatility using potential field. (2023). Negi, Neeraj ; Aprem, Anup. In: Papers. RePEc:arx:papers:2308.01013.

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2023A network-based strategy of price correlations for optimal cryptocurrency portfolios. (2023). Rocha, Luis ; Jing, Ruixue. In: Finance Research Letters. RePEc:eee:finlet:v:58:y:2023:i:pc:s1544612323008759.

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2023A Holistic Approach to Power Systems Using Innovative Machine Learning and System Dynamics. (2023). Rabelo, Luis ; Gutierrez-Franco, Edgar ; Ibrahim, Bibi ; Sarmiento, Alfonso T. In: Energies. RePEc:gam:jeners:v:16:y:2023:i:13:p:5225-:d:1189011.

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2023Feature Transfer and Rapid Adaptation for Few-Shot Solar Power Forecasting. (2023). Cao, Zhi ; Li, Yujia ; Wang, Yimei ; Ren, Xin ; Yan, Jie ; Chen, Fuhao. In: Energies. RePEc:gam:jeners:v:16:y:2023:i:17:p:6211-:d:1226153.

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2023Agricultural Commodities in the Context of the Russia-Ukraine War: Evidence from Corn, Wheat, Barley, and Sunflower Oil. (2023). Hakova, Simona ; Kuera, Jii ; Aliu, Florin. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:1:p:19-373:d:1104608.

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2023Forecasting the Traffic Flow by Using ARIMA and LSTM Models: Case of Muhima Junction. (2023). Katambire, Vienna N ; Musabe, Richard ; Mukanyiligira, Didacienne ; Uwitonze, Alfred. In: Forecasting. RePEc:gam:jforec:v:5:y:2023:i:4:p:34-628:d:1279841.

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2023A Structured Narrative Prompt for Prompting Narratives from Large Language Models: Sentiment Assessment of ChatGPT-Generated Narratives and Real Tweets. (2023). Zamponi, Virginia ; Gore, Ross ; Obrien, Kevin ; Jensen, Erik J ; Frydenlund, Erika ; Lynch, Christopher J. In: Future Internet. RePEc:gam:jftint:v:15:y:2023:i:12:p:375-:d:1286429.

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2023The Predictive Power of Social Media Sentiment: Evidence from Cryptocurrencies and Stock Markets Using NLP and Stochastic ANNs. (2023). Andria, Joseph ; Filograsso, Gianni ; di Tollo, Giacomo. In: Mathematics. RePEc:gam:jmathe:v:11:y:2023:i:16:p:3441-:d:1212743.

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Recent citations received in 2022

YearCiting document
2022An Improved Multi-Objective Optimization Decision Method Using NSGA-III for a Bivariate Precision Fertilizer Applicator. (2022). Zhou, Zhigang ; Xu, Zhidong ; Dang, Yugong ; Wang, Jun ; Ma, Hongen. In: Agriculture. RePEc:gam:jagris:v:12:y:2022:i:9:p:1492-:d:917632.

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2022ReNFuzz-LF: A Recurrent Neurofuzzy System for Short-Term Load Forecasting. (2022). Mastorocostas, Paris ; Kandilogiannakis, George ; Voulodimos, Athanasios. In: Energies. RePEc:gam:jeners:v:15:y:2022:i:10:p:3637-:d:816688.

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2022A Hybrid Algorithm-Level Ensemble Model for Imbalanced Credit Default Prediction in the Energy Industry. (2022). Wang, Kui ; Sun, Hao ; Li, Gang. In: Energies. RePEc:gam:jeners:v:15:y:2022:i:14:p:5206-:d:865662.

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2022Editorial for Special Issue: “Feature Papers of Forecasting 2021”. (2022). Leva, Sonia. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:1:p:18-337:d:763790.

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2022The Power of Travel Search Data in Forecasting the Tourism Demand in Dubai. (2022). Rashad, Ahmed. In: Forecasting. RePEc:gam:jforec:v:4:y:2022:i:3:p:36-684:d:868494.

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2022A Novel Approach on Deep Learning—Based Decision Support System Applying Multiple Output LSTM-Autoencoder: Focusing on Identifying Variations by PHSMs’ Effect over COVID-19 Pandemic. (2022). Jang, Yong-Ju ; Sung, Tae-Eung ; Lee, Sun-Hong ; Kim, Min-Seung ; Choi, Ji-Hye. In: IJERPH. RePEc:gam:jijerp:v:19:y:2022:i:11:p:6763-:d:829708.

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2022Invisible Effect of Virtual Water Transfer on Water Quantity Conflict in Transboundary Rivers—Taking Ili River as a Case. (2022). Zhao, Yue ; Xu, Xia ; Chen, Xiangnan ; Yu, Qianwen ; Wu, Fengping. In: IJERPH. RePEc:gam:jijerp:v:19:y:2022:i:15:p:8917-:d:869382.

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2022Machine Learning, Deep Learning, and Mathematical Models to Analyze Forecasting and Epidemiology of COVID-19: A Systematic Literature Review. (2022). Alghamdi, Saad Abdulla ; Alassafi, Madini O ; Saleem, Farrukh ; Al-Malaise, Abdullah Saad. In: IJERPH. RePEc:gam:jijerp:v:19:y:2022:i:9:p:5099-:d:799529.

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2022Developments in Bioelectricity and Perspectives in Italy: An Analysis of Regional Production Patterns. (2022). Guidolin, Mariangela ; Lavagnolo, Maria Cristina ; Ferrari, Giovanni ; Marinello, Francesco ; Savio, Andrea ; Pezzuolo, Andrea. In: Sustainability. RePEc:gam:jsusta:v:14:y:2022:i:22:p:15030-:d:971892.

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