hybrid model

Enhancing logistic regression model through AHP-initialized weight optimization using regularization and gradient descent adaptation: A comparative study

This study explores an approach to improving the performance of logistic regression model (LR) integrated with Analytic Hierarchy Process (AHP) for weight initialization model with regularization and adaptation of gradient descent (GD).

Transformation of the Enterprise Business Model in Crisis Conditions

The article studies risks and problems which businesses face in the pandemic and war conditions. The need to transform business processes based on their organizing and structuring has been substantiated. It is recommended to concentrate on those processes that make up the chain of created value: customer interaction business processes; business processes that have a great impact on the business income; business processes providing valuable processes to the enterprise; and cross-functional business processes that require coordination.