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2020 – today
- 2024
[j5]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): 3085-3111 (2024)- [j4]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: 101734 (2024) - [j3]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): 137-151 (2024) - [c1]Efrén Rama-Maneiro, Fabio Patrizi, Juan Carlos Vidal, Manuel Lama:
Towards Learning the Optimal Sampling Strategy for Suffix Prediction in Predictive Monitoring. CAiSE 2024: 215-230 - 2023
- [j2]Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama:
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark. IEEE Trans. Serv. Comput. 16(1): 739-756 (2023) - 2022
- [i3]Efrén Rama-Maneiro, Pablo Monteagudo-Lago, Juan Carlos Vidal, Manuel Lama:
Encoder-Decoder Model for Suffix Prediction in Predictive Monitoring. CoRR abs/2211.16106 (2022) - 2021
- [i2]Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama:
Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring. CoRR abs/2112.09641 (2021) - 2020
- [j1]Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama:
Collective disambiguation in entity linking based on topic coherence in semantic graphs. Knowl. Based Syst. 199: 105967 (2020) - [i1]Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama:
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark. CoRR abs/2009.13251 (2020)
Coauthor Index
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