A multicriteria neural networkbased approach to adaptive investment portfolio formation
Стас Худяков, Dinets Daria Aleksandrovna, Sergey Barykin
This paper presents a methodology for forming an adaptive investment portfolio structure based on a multi-module architecture implemented using an ensemble of neural network models. The developed syst...
Investment portfolio
neural network models
key interest rate
fundamental analysis
technical analysis
Embedding Performance into Decision Logic: A KPI-Driven Framework for Omnichannel Logistics Networks under Uncertainty
Zhang Wenye, Sergey Barykin
Decision-making in omnichannel logistics networks requires balancing multiple performance dimensions under dynamic and uncertain operating conditions. In practice, key performance indicators (KPIs) ar...
KPI-embedded decision framework
multi-criteria decision-making
omnichannel logistics networks
decision under uncertainty
DIGITAL TWIN MODEL OF INVESTMENT CASH FLOWS IN DISTRIBUTED LEDGER ENVIRONMENT WITH NEURAL NETWORK FORECASTING
Kirill, Sergey Barykin, Dinets Daria Aleksandrovna
The article examines the problem of formalizing investment cash flow in a distributed ledger environment. Within the framework of the digital transformation of financial relations, the cash flow of an...
digital financial assets
cash flows
digital twin
twin of DFA
AI