Search Results for author: Efrén Rama-Maneiro

Found 3 papers, 1 papers with code

Encoder-Decoder Model for Suffix Prediction in Predictive Monitoring

no code implementations29 Nov 2022 Efrén Rama-Maneiro, Pablo Monteagudo-Lago, Juan C. Vidal, Manuel Lama

Predictive monitoring is a subfield of process mining that aims to predict how a running case will unfold in the future.

Decoder Representation Learning

Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring

no code implementations17 Dec 2021 Efrén Rama-Maneiro, Juan C. Vidal, Manuel Lama

Predictive monitoring of business processes is a subfield of process mining that aims to predict, among other things, the characteristics of the next event or the sequence of next events.

Deep Learning for Predictive Business Process Monitoring: Review and Benchmark

1 code implementation24 Sep 2020 Efrén Rama-Maneiro, Juan. C. Vidal, Manuel Lama

Predictive monitoring of business processes is concerned with the prediction of ongoing cases on a business process.

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