Object Centric Process Model Examples
%2C%20which%20integrates%20events%20and%20objects%20into%20a%20graph%20structure%20with%20diverse%20node%20types.%20It%20does%20so%20without%20aggregating%20object%20features%2C%20thus%20creating%20a%20more%20nuanced%20and%20informative%20representation.%20We%20then%20adopt%20a%20heterogeneous%20Graph%20Neural%20Network%20architecture%2C%20which%20incorporates%20these%20diverse%20object%20features%20in%20prediction%20tasks.%20We%20evaluate%20the%20performance%20and%20scalability%20of%20HOEG%20in%20predicting%20remaining%20time%2C%20benchmarking%20it%20against%20two%20established%20graph-based%20encodings%20and%20two%20baseline%20models.%20Our%20evaluation%20uses%20three%20Object-Centric%20Event%20Logs%20(OCELs)%2C%20including%20one%20from%20a%20real-life%20process%20at%20a%20major%20Dutch%20financial%20institution.%20The%20results%20indicate%20that%20HOEG%20competes%20well%20with%20existing%20models%20and%20surpasses%20them%20when%20OCELs%20contain%20informative%20object%20attributes%20and%20event-object%20interactions.)
![Object-centric directly-follows graph [5] obtained filtering out the ...](https://www.researchgate.net/publication/366543133/figure/fig5/AS:11431281109244712@1671803723775/Object-centric-directly-follows-graph-5-obtained-filtering-out-the-20-of-most.jpg)
![Object-centric directly-follows graph [5] obtained filtering out the ...](https://www.researchgate.net/publication/366543133/figure/fig5/AS:11431281109244712@1671803723775/Object-centric-directly-follows-graph-5-obtained-filtering-out-the-20-of-most_Q320.jpg)
Discover the creative potential of Object Centric Process Model Examples with our artistic gallery of hundreds of images. interpreting the creative aspects of photography, images, and pictures. perfect for galleries and artistic exhibitions. Our Object Centric Process Model Examples collection features high-quality images with excellent detail and clarity. Suitable for various applications including web design, social media, personal projects, and digital content creation All Object Centric Process Model Examples images are available in high resolution with professional-grade quality, optimized for both digital and print applications, and include comprehensive metadata for easy organization and usage. Our Object Centric Process Model Examples gallery offers diverse visual resources to bring your ideas to life. The Object Centric Process Model Examples collection represents years of careful curation and professional standards. Comprehensive tagging systems facilitate quick discovery of relevant Object Centric Process Model Examples content. Whether for commercial projects or personal use, our Object Centric Process Model Examples collection delivers consistent excellence. Regular updates keep the Object Centric Process Model Examples collection current with contemporary trends and styles. Professional licensing options accommodate both commercial and educational usage requirements. Reliable customer support ensures smooth experience throughout the Object Centric Process Model Examples selection process. Instant download capabilities enable immediate access to chosen Object Centric Process Model Examples images.