85 citations · 162 across the 12 of their papers we have counts for
3 papers · 1 filter
Encoder-Decoder Generative Adversarial Nets for Suffix Generation and Remaining Time Prediction of Business Process Models
Farbod Taymouri, Marcello La Rosa
This paper proposes an encoder-decoder architecture grounded on Generative Adversarial Networks (GANs), that generates a sequence of activities and their timestamps in an end-to-en…
Detecting sudden and gradual drifts in business processes from execution traces
Abderrahmane Maaradji, Marlon Dumas, Marcello La Rosa +1
Business processes are prone to unexpected changes, as process workers may suddenly or gradually start executing a process differently in order to adjust to changes in workload, se…
Efficient Conformance Checking using Approximate Alignment Computation with Tandem Repeats
Daniel Reißner, Abel Armas-Cervantes, Marcello La Rosa
Conformance checking encompasses a body of process mining techniques which aim to find and describe the differences between a process model capturing the expected process behavior…