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Year of publication
Subject
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Forecasting model 8 Prognoseverfahren 8 Theorie 8 Theory 8 data preprocessing 5 Algorithm 4 Algorithmus 4 Artificial intelligence 4 Data Mining 4 Data mining 4 Künstliche Intelligenz 4 data pre-processing 4 Data Preprocessing 3 Data pre-processing 3 Data preprocessing 3 Learning process 3 Lernprozess 3 CART 2 Emissions trading 2 Emissionshandel 2 Environmental tax 2 Greenhouse gas emissions 2 Insolvency 2 Insolvenz 2 LSTM 2 Treibhausgas-Emissionen 2 deep learning 2 Ökosteuer 2 ARIMA 1 AdaBoost-ensemble 1 Air pollution 1 Balancing 1 Bank risk 1 Bankenaufsicht 1 Banking supervision 1 Bankrisiko 1 Bankruptcy prediction 1 Basel Accord 1 Basler Akkord 1 Bayes-Statistik 1
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Online availability
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Undetermined 15 Free 11 CC license 4
Type of publication
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Article 25 Book / Working Paper 2
Type of publication (narrower categories)
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Article in journal 17 Aufsatz in Zeitschrift 17 Article 2 Thesis 1
Language
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English 23 Undetermined 4
Author
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Ahmadi, Mehrnaz 1 Ben-Hakoun, Elyakim 1 Benko, Lubomir 1 Blažeková, Petra 1 Bokka, Raveendranadh 1 Chae, Bongsug 1 Chakravarthi, M. Kalyan 1 Chen, Rongda 1 Chen, Xuejun 1 Crone, Sven F. 1 Cugnasca, Carlos Eduardo 1 De Brito, Irineu 1 De, Sagar S. 1 Dehuri, Satchidananda 1 Elayidom, M. Sudheep 1 Elena, Dinuca Claudia 1 Finlay, Steven 1 Gan, Kai 1 Ganesh, K. V. B. 1 Gao, Dongming 1 Garg, Rakhi 1 Gopalan, Sasi 1 Gopikrishna, M. 1 Grothe, Oliver 1 Hermadi, Irman 1 Hino, Celso Mitsuo 1 Kalledat, Tobias 1 Khashei, Mehdi 1 Kirjavainen, Johanna 1 Lai, Kin Keung 1 Li, Zhongfei 1 Lüdeling, Anke 1 MICAN, Daniel 1 Mamede, Fábio Polola 1 Mihai, Istrate 1 Mishra, Minati 1 Mishra, P.K. 1 Most, Dieter 1 Munk, Michal 1 Mäkinen, Saku J. 1
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Published in...
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Energy Systems 2 Journal of forecasting 2 Ovidius University Annals, Economic Sciences Series 2 Applied Energy 1 Data science and management : DSM 1 Economies : open access journal 1 Emerging markets, finance & trade : a journal of the Society for the Study of Emerging Markets 1 Informatica Economica 1 International Journal of Forecasting 1 International Journal of Information Technology and Web Engineering (IJITWE) 1 International journal of applied management science 1 International journal of information technology and management : IJITM 1 International journal of intelligent enterprise 1 Journal of business economics and management 1 Journal of modelling in management 1 Journal of supply chain management science : JSCMS 1 Logistics 1 Omega : the international journal of management science 1 Organizational research methods : ORM 1 Series on Grey System 1 Socio-economic planning sciences : the international journal of public sector decision-making 1 The journal of high technology management research 1
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Source
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ECONIS (ZBW) 18 RePEc 5 EconStor 2 BASE 1 Other ZBW resources 1
Showing 1 - 10 of 27
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Advancing reproducibility and accountability of unsupervised machine learning in text mining : importance of transparency in reporting preprocessing and algorithm selection
Valtonen, L.; Mäkinen, Saku J.; Kirjavainen, Johanna - In: Organizational research methods : ORM 27 (2024) 1, pp. 88-113
Persistent link: https://www.econbiz.de/10014581624
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Modeling the transition of the multimodal pan-European energy system including an integrated analysis of electricity and gas transport
Yueksel-Erguen, Inci; Most, Dieter; Wyrwoll, Lothar; … - In: Energy Systems (2023), pp. 1-46
Most recently, the European energy system has undergone a fundamental transformation to meet decarbonization targets without compromising the security of the energy supply. The transition involves several energy-generating and consuming sectors emphasizing sector coupling. The increase in the...
Persistent link: https://www.econbiz.de/10015181930
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Enhancing energy system models using better load forecasts
Möbius, Thomas; Watermeyer, Mira; Grothe, Oliver; … - In: Energy Systems (2023), pp. 1-30
Since energy system models require a large amount of technical and economic data, their quality significantly affects the reliability of the results. However, some publicly available data sets, such as the transmission system operators' day-ahead load forecasts, are known to be biased and...
Persistent link: https://www.econbiz.de/10015187798
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Deep learning and statistical models for forecasting transportation demand : a case study of multiple distribution centers
Mamede, Fábio Polola; Silva, Roberto Fray da; De … - In: Logistics 7 (2023) 4, pp. 1-19
explored while considering different data preprocessing methods and evaluating how outliers, training and testing dataset …
Persistent link: https://www.econbiz.de/10014454624
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Systematic review of data-centric approaches in artificial intelligence and machine learning
Singh, Prerna - In: Data science and management : DSM 6 (2023) 3, pp. 144-157
, data preprocessing, transfer learning, semi-supervised learning, machine ​learning ​operations (MLOps), and the effect of …
Persistent link: https://www.econbiz.de/10014518012
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Balancing and variable reduction of firm bankruptcy data
Olson, David L.; Chae, Bongsug - In: Journal of supply chain management science : JSCMS 3 (2022) 1/2, pp. 3-15
Financial stress experienced by supply chain elements causes stress to all members. Predictive data mining is a common tool for predicting bankruptcy. Bankruptcy often involves highly imbalanced datasets with a large number of potential variables, with bankrupt firms being by far the minority...
Persistent link: https://www.econbiz.de/10013447669
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Supply and demand model for a chili enterprise system using a simultaneous equations system
Rachmaniah, Meuthia; Suroso, Arif Imam; Syukur, Muhamad; … - In: Economies : open access journal 10 (2022) 12, pp. 1-21
The supply and demand of various fresh chili types correspond to one another simultaneously because they can be complementary or substitute products. This study aimed to simultaneously examine the supply and demand model of red chili and cayenne peppers to support innovative chili enterprise...
Persistent link: https://www.econbiz.de/10013499822
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The daily port and shoreline emission inventory model
Ben-Hakoun, Elyakim; Van de Voorde, Eddy; Shiftan, Yoram - 2024
Persistent link: https://www.econbiz.de/10015395725
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Grey Prediction Methods and Their Applications
Zeng, Bo; Shi, Zhuanzhuan - 2024
Basic concepts of grey system theory -- Preprocessing of grey data -- Homogeneous exponential sequence grey prediction model -- Inhomogeneous exponential sequence grey prediction model -- Saturated S-shape sequence grey prediction model -- Multivariable grey prediction model -- Special sequence...
Persistent link: https://www.econbiz.de/10015075824
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A novel hybrid forecasting model with feature selection and deep learning for wind speed research
Chen, Xuejun; Wang, Ying; Zhang, Haitao; Wang, Jianzhou - In: Journal of forecasting 43 (2024) 5, pp. 1682-1705
Persistent link: https://www.econbiz.de/10015108429
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