Year 2024

• Bi-GRU-APSO: Bi-Directional Gated Recurrent Unit with Adaptive Particle Swarm Optimization Algorithm for Sales Forecasting in Multi-Channel Retail

  Publication

  • A. Mogarala Guruvaya
  • A. Kollu
  • P. Bidare Divakarachari
  • P. Falkowski-Gilski
  • H. Dwaraka Praveena

  - Telecom - Year 2024

  In the present scenario, retail sales forecasting has a great significance in E-commerce companies. The precise retail sales forecasting enhances the business decision making, storage management, and product sales. Inaccurate retail sales forecasting can decrease customer satisfaction, inventory shortages, product backlog, and unsatisfied customer demands. In order to obtain a better retail sales forecasting, deep learning models...

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• Toward Sustainable Development: Exploring the Value and Benefits of Digital Twins

  Publication

  • P. Weichbroth
  • K. Jandy
  • J. Żurada

  - Telecom - Year 2024

  The complexity and number of data streams generated by internal processes exceed the capabilities of most current simulation environments. Consequently, there is a need for the development of more advanced solutions that can handle any number of simultaneous simulations. One of the most promising ideas to address these and other challenges is the concept of a Digital Twin (DT), which refers to a digital representation or a virtual...

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