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Criteria for classifying forecasting methods

Januschowski, Tim; Gasthaus, Jan; Wang, Yuyang; … - In: International journal of forecasting 36 (2020) 1, pp. 167-177

Persistent link: https://www.econbiz.de/10012406232

Trend prediction classification for high frequency Bitcoin time series with deep learning

Shintate, Takuya; Pichl, Lukáš - In: Journal of risk and financial management : JRFM 12 (2019) 1/17, pp. 1-15

We provide a trend prediction classification framework named the random sampling method (RSM) for cryptocurrency time … the classification performance of our method expressed as the F-measure substantially exceeds the odds of a uniform random … process with three outcomes, proving that extraction of deterministic patterns for trend classification, and hence market …

Persistent link: https://www.econbiz.de/10011961485

Fin-GAN : forecasting and classifying financial time series via generative adversarial networks

Vuletić, Milena; Prenzel, Felix; Cucuringu, Mihai - In: Quantitative finance 24 (2024) 2, pp. 175-199

Persistent link: https://www.econbiz.de/10014551963

An outliers detection and elimination framework in classification task of data mining

Dash, Ch. Sanjeev Kumar; Behera, Ajit Kumar; Dehuri, … - In: Decision analytics journal 6 (2023), pp. 1-8

the classification task of data mining where prior outliers preprocessing is necessary. …

Persistent link: https://www.econbiz.de/10014505859

A comparative analysis of text data classification accuracy and speed using neural networks, Bloom filter and naive Bayes

Hryshchenko, Olena; Yaremenko, Vadym - In: Technology audit and production reserves 5 (2021) 2/61, pp. 6-8

Persistent link: https://www.econbiz.de/10013167323

A novel default risk prediction and feature importance analysis technique for marketplace lending using machine learning

Imam, Sana Hassan; Huhn, Sebastian; Hornuf, Lars; … - In: Credit and capital markets : Kredit und Kapital 56 (2023) 1, pp. 27-62

data processing flow for the loan status classification of marketplace lending multivariate time series data by using the …

Persistent link: https://www.econbiz.de/10014518604

A literature review and citation analyses of air travel demand studies published between 2010 and 2020

Wang, Sen; Gao, Yi - In: Journal of air transport management 97 (2021), pp. 1-15

Persistent link: https://www.econbiz.de/10013041129

Short-term forecasting for airline industry : the case of Indian air passenger and air cargo

Meena Madhavan; Ali Sharafuddin, Mohammed; Pairach … - In: Global business review 24 (2023) 6, pp. 1145-1179

Persistent link: https://www.econbiz.de/10014432718

Statistical forecasting of the indicators of Polish airport's operations

Fijorek, Kamil; Leśniewska, Agnieszka - In: Folia oeconomica Stetinensia : FOS 11 (2012) 1, pp. 7-18

Persistent link: https://www.econbiz.de/10009761577

Combination of forecasts across estimation windows : an application to air travel demand

Jungmittag, Andre - 2014

This paper applies combining forecasts of air travel demand generated from the same model but over different estimation windows. The combination approach used resorts to Pesaran and Pick (2011), but the empirical application is extended in several ways. The forecasts are based on a seasonal...

Persistent link: https://www.econbiz.de/10010367205