Next activity prediction: An application of shallow learning techniques against deep learning over the BPI challenge 2020

D Impedovo, G Pirlo, G Semeraro - IEEE Access, 2023 - ieeexplore.ieee.org
Business Process Management is a domain that is composed by different research or
application areas. Process Mining is one of them and it is a data-driven approach to analyze …

Optimization of travel requests with process simulation analysis

A Celik, O Dogan - Computers & Industrial Engineering, 2024 - Elsevier
Efficient travel request management is crucial in the modern corporate landscape, impacting
decision-making, budget control, and overall operational efficiency. This study delves into …

[PDF][PDF] Platform Architecture for the Diagram Assessment Domain.

M Ullrich, M Forell, C Houy, P Pfeiffer… - Software Engineering …, 2021 - ceur-ws.org
Using e-learning and e-assessment environments in higher education bears considerable
potential for both students and teachers. In this contribution we present an architecture for a …

[PDF][PDF] Multimodal Process Prediction

J Lahann - ICPM Doctoral Consortium/Demo, 2022 - ceur-ws.org
Process prediction enables the forecast of a process instance based on event log data from
processoriented information systems. Recently, deep learning methods have improved the …

Giliųjų neuroninių tinklų taikymo verslo procesuose tyrimas

J Pukys - 2021 - etalpykla.vilniustech.lt
Baigiamajame magistro darbe nagrinėjamas giliųjų neuroninių tinklų taikymas verslo
procesuose. Gilusis neuroninis tinklas–žmogaus smegenų neuroninių tinklų veikimą …