Publicacións (125) Publicacións de MANUEL LAMA PENIN

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. REACH: Researching Efficient Alignment-based Conformance Checking

    Expert Systems with Applications, Vol. 241

2023

  1. A Conformance Checking-Based Approach for Sudden Drift Detection in Business Processes

    IEEE Transactions on Services Computing, Vol. 16, Núm. 1, pp. 13-26

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

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

  3. Detecting Model Changes in Organisational Processes: A Cloud-Based Approach

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

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

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

  5. The Droid You're Looking For: C-4PM, a Conversational Agent for Declarative Process Mining

    CEUR Workshop Proceedings

2022

  1. A framework for the automatic description of healthcare processes in natural language: Application in an aortic stenosis integrated care process

    Journal of Biomedical Informatics, Vol. 128

  2. Automatic linguistic reporting of customer activity patterns in open malls

    Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3369-3395

  3. Efficient edge filtering of directly-follows graphs for process mining

    Information Sciences, Vol. 610, pp. 830-846

  4. Estimating Remaining Time of Business Processes with Structural Attributes of the Traces

    Studies in Computational Intelligence

  5. GeoSPARQL query support for scientific raster array data

    Computers and Geosciences, Vol. 159

2021

  1. Estimation of Customer Activity Patterns in Open Malls by Means of Combining Localization and Process Mining Techniques

    Advances in Intelligent Systems and Computing

  2. Fuzzy Temporal Protoforms for the Quantitative Description of Processes in Natural Language

    IEEE International Conference on Fuzzy Systems

  3. Process-To-Text: A Framework for the Quantitative Description of Processes in Natural Language

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

2020

  1. Collective disambiguation in entity linking based on topic coherence in semantic graphs

    Knowledge-Based Systems, Vol. 199

  2. El uso de la gamificación en educación en emprendimiento: un estudio piloto

    Encuentro Ibérico de Investigación y Educación de emprendimiento GEM-CEE: ABSTRACTS (Universidad de Santiago de Compostela), pp. 179-182

  3. Repairing Alignments of Process Models

    Business and Information Systems Engineering, Vol. 62, Núm. 4, pp. 289-304

  4. Understanding complex process models by abstracting infrequent behavior

    Future Generation Computer Systems, Vol. 113, pp. 428-440

2019

  1. A vector-based classification approach for remaining time prediction in business processes

    IEEE Access, Vol. 7, pp. 128198-128212