Efrén Rama-Maneiro

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Bipartite Graph

Weakly Supervised

Recurrent Neural Networks

Sampling Strategy

Top Venues

IEEE Trans. Serv. Comput.

Publications

Efrén Rama-Maneiro, Fabio Patrizi, Juan Carlos Vidal, Manuel Lama
Towards Learning the Optimal Sampling Strategy for Suffix Prediction in Predictive Monitoring. CAiSE (2024)
Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama
Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Pedro Gamallo-Fernandez, Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama
VERONA: A python library for benchmarking deep learning in business process monitoring. SoftwareX 26 (2024)
Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama, Pablo Monteagudo-Lago
Exploiting recurrent graph neural networks for suffix prediction in predictive monitoring. Computing 106 (9) (2024)
Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark. IEEE Trans. Serv. Comput. 16 (1) (2023)
Efrén Rama-Maneiro, Pablo Monteagudo-Lago, Juan Carlos Vidal, Manuel Lama
Encoder-Decoder Model for Suffix Prediction in Predictive Monitoring. CoRR (2022)
Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama
Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring. CoRR (2021)
Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark. CoRR (2020)
Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama
Collective disambiguation in entity linking based on topic coherence in semantic graphs. Knowl. Based Syst. 199 (2020)