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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

Rise of the Machines : Algorithmic Trading in the Foreign Exchange Market

Chaboud, Alain - 2015

We study the impact of algorithmic trading in the foreign exchange market using a long time series of high-frequency data that specifically identifies computer-generated trading activity. Using both a reduced-form and a structural estimation, we find clear evidence that algorithmic trading...

Persistent link: https://www.econbiz.de/10013039263

Stationary points of a shallow neural network with quadratic activations and the global optimality of the gradient descent algorithm

Gamarnik, David; Kızıldağ, Eren C.; Zadik, Ilias - In: Mathematics of operations research 50 (2025) 1, pp. 209-251

Persistent link: https://www.econbiz.de/10015211673

An evaluation of the bihyperbolic function in the optimization of the backpropagation algorithm

Miguez, Geraldo; Xavier, Adilson Elias; Maculan F., Nelson - In: International transactions in operational research : … 21 (2014) 5, pp. 835-854

Persistent link: https://www.econbiz.de/10010413600

Scalability of using restricted Boltzmann machines for combinatorial optimization

Probst, Malte; Rothlauf, Franz; Grahl, Jörn - In: European journal of operational research : EJOR 256 (2017) 2, pp. 368-383

Persistent link: https://www.econbiz.de/10011611962

An optimised neural network-based spectrum prediction scheme for cognitive radio

Bhuvaneswari, B.; Meeradevi, T. - In: International journal of enterprise network management … 11 (2020) 1, pp. 76-93

Persistent link: https://www.econbiz.de/10012287227

An improved cat swarm search-based deep ensemble learning model for group recommender systems

Roy, Deepjyoti; Dutta, Mala - In: Journal of information & knowledge management : JIKM 21 (2022) 3, pp. 1-44

Persistent link: https://www.econbiz.de/10013411146

Has dynamic programming improved decision making?

Rust, John - In: Annual review of economics 11 (2019), pp. 833-858

Persistent link: https://www.econbiz.de/10012623842

Artificial intelligence in asset management

Bartram, Söhnke M.; Branke, Jürgen; Motahari, Mehrshad - 2020 - This revision 01 April 2020

Persistent link: https://www.econbiz.de/10012217351

Development of algorithms for searching, analyzing and detecting fraudulent activities in the financial sphere

Khrestina, Marina Pavlovna; Dorofeev, Dmitry Ivanovich; … - In: European research studies 20 (2017) 4B, pp. 484-498

Persistent link: https://www.econbiz.de/10012219658