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Novel Financial Applications of Machine Learning and Deep Learning : Algorithms, Product Modeling, and Applications

Abedin, Mohammad Zoynul (ed.); Hájek, Petr (ed.) - 2023

Part 1: Recent Developments in FinTech -- 1. FinTech Risk Management and Monitoring -- 2. Digital Transformation of Supply Chain with Supportive Culture in Blockchain Environment -- 3. Integration of Artificial Intelligence Technology in Management Accounting Information System - An Empirical...

Persistent link: https://www.econbiz.de/10014226726

A new approach to capacity scaling augmented with unreliable machine learning predictions

Rutten, Daan; Mukherjee, Debankur - In: Mathematics of operations research 49 (2024) 1, pp. 476-508

Persistent link: https://www.econbiz.de/10014527953

Boosting ant colony optimization via solution prediction and machine learning

Sun, Yuan; Wang, Sheng; Shen, Yunzhuang; Li, Xiaodong; … - In: Computers & operations research : and their … 143 (2022), pp. 1-16

Persistent link: https://www.econbiz.de/10013343259

Novel comparative methodology of hybrid support vector machine with meta-heuristic algorithms to develop an integrated candlestick technical analysis model

Mahmoodi, Armin; Hashemi, Leila; Mahmoodi, Amin; … - In: Journal of capital markets studies 8 (2024) 1, pp. 67-94

competition algorithm (ICA) and genetic algorithm (GA). Design/methodology/approach In addition, among the developed algorithms …

Persistent link: https://www.econbiz.de/10015047541

How does the economic structure break change the forecast effect of money and credit on output? : evidence based on machine learning algorithms

Lu, Yao; Zhao, Zhihui; Tian, Yuan; Zhan, Minghua - In: Pacific-Basin finance journal 84 (2024), pp. 1-19

Persistent link: https://www.econbiz.de/10014534591

Predicting oil prices : a comparative analysis of machine learning and image recognition algorithms for trend prediction

Göncü, Ahmet; Kuzubaş, Tolga U.; Saltoğlu, Burak - In: Finance research letters 67 (2024) 2, pp. 1-9

Persistent link: https://www.econbiz.de/10015062432

Improving churn prediction using imperialist competitive algorithm for feature selection in telecom

Abbasimehr, Hossein; Bahrini, Aram - In: International journal of business information systems : … 45 (2024) 4, pp. 490-502

Persistent link: https://www.econbiz.de/10015061811

Wind speed prediction using a hybrid model of the multi-layer perceptron and whale optimization algorithm

Samadianfard, Saeed; Hashemi, Sajjad; Kargar, Katayoun; … - In: Energy reports 6 (2020), pp. 1147-1159

) with the Whale Optimization Algorithm (WOA) was used to build new method (MLP-WOA) with a limited set of data (2004 … at each target station was compared with the MLP optimized by the Genetic Algorithm (MLP-GA) and standalone MLP without … models. It was concluded that the WOA optimization algorithm could improve the prediction accuracy of the MLP model and may …

Persistent link: https://www.econbiz.de/10012221074

Development of a cost optimal predictive maintenance strategy

Weeber, Christoph - In: Junior management science 9 (2024) 3, pp. 1805-1835

, this thesis combines all aspects in one approach, from Machine Learning algorithm selection and RUL prediction, to the …

Persistent link: https://www.econbiz.de/10015064275

Applying machine learning algorithms to determine and predict the reasons and models for employee turnover

Shankar, Shardul; Vyas, Ranjana; Tewari, Vijayshri - In: International journal of information technology and … 23 (2024) 1, pp. 48-63

Persistent link: https://www.econbiz.de/10015064845