Publikationen (132) Publikationen von MANUEL LAMA PENIN

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2025

  1. Gradual Drift Detection in Process Models Using Conformance Metrics

    ACM Transactions on Knowledge Discovery from Data, Vol. 19, Núm. 3

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. Operationalizing Explainable Artificial Intelligence in the European Union Regulatory Ecosystem

    IEEE Intelligent Systems, Vol. 39, Núm. 4, pp. 37-48

  4. REACH: Researching Efficient Alignment-based Conformance Checking

    Expert Systems with Applications, Vol. 241

  5. 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)

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

    SoftwareX, Vol. 26

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. Estimating Remaining Time of Business Processes based on Traces Structural Analysis

    2nd International Engineering Conference on Electrical, Energy, and Artificial Intelligence, EICEEAI 2023

  5. GeoSPARQL Query Support for Scientific Raster Array Data

    Actas de las XXVII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2023)

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

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

  7. 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