Collective disambiguation in entity linking based on topic coherence in semantic graphs. - Efrén Rama-Maneiro; Juan Carlos Vidal; Manuel Lama (Knowl. Based Syst., 2020)

Encoder-Decoder Model for Suffix Prediction in Predictive Monitoring. - Efrén Rama-Maneiro; Pablo Monteagudo-Lago; Juan Carlos Vidal; Manuel Lama (CoRR, 2022)

Deep Learning for Predictive Business Process Monitoring: Review and Benchmark. - Efrén Rama-Maneiro; Juan Carlos Vidal; Manuel Lama (IEEE Trans. Serv. Comput., 2023)

Towards Learning the Optimal Sampling Strategy for Suffix Prediction in Predictive Monitoring. - Efrén Rama-Maneiro; Fabio Patrizi; Juan Carlos Vidal; Manuel Lama (CAiSE, 2024)

VERONA: A python library for benchmarking deep learning in business process monitoring. - Pedro Gamallo-Fernandez; Efrén Rama-Maneiro; Juan Carlos Vidal; Manuel Lama (SoftwareX, 2024)

Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring. - Efrén Rama-Maneiro; Juan Carlos Vidal; Manuel Lama (IEEE Trans. Knowl. Data Eng., 2024)

Exploiting recurrent graph neural networks for suffix prediction in predictive monitoring. - Efrén Rama-Maneiro; Juan Carlos Vidal; Manuel Lama; Pablo Monteagudo-Lago (Computing, 2024)