Publicacións (11) Publicacións de JUAN CARLOS VIDAL AGUIAR

filter_list Artificial Intelligence

2024

  1. Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring

    IEEE Transactions on Knowledge and Data Engineering, Vol. 36, Núm. 1, pp. 137-151

  2. Exploiting recurrent graph neural networks for suffix prediction in predictive monitoring

    Computing, Vol. 106, Núm. 9, pp. 3085-3111

  3. Towards Learning the Optimal Sampling Strategy for Suffix Prediction in Predictive Monitoring

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. VERONA: A python library for benchmarking deep learning in business process monitoring

    SoftwareX, Vol. 26

2023

  1. Deep Learning for Predictive Business Process Monitoring: Review and Benchmark

    IEEE Transactions on Services Computing, Vol. 16, Núm. 1, pp. 739-756

  2. Learning Context-Based Representations of Events in Complex Processes

    Proceedings - 2023 IEEE International Conference on Web Services, ICWS 2023

2018

  1. Ontology-based approach for the validation and conformance testing of xAPI events

    Knowledge-Based Systems, Vol. 155, pp. 22-34

2017

  1. Comparative study of xAPI validation tools

    Proceedings - Frontiers in Education Conference, FIE

  2. Comparative study of xAPI validation tools

    2017 IEEE FRONTIERS IN EDUCATION CONFERENCE (FIE)

2015

  1. Semantic description of the experience API specification

    Proceedings - IEEE 15th International Conference on Advanced Learning Technologies: Advanced Technologies for Supporting Open Access to Formal and Informal Learning, ICALT 2015

2008

  1. A framework for unifying problem-solving knowledge and workflow modeling

    AAAI Spring Symposium - Technical Report