
MANUEL
LAMA PENIN
Profesor titular de universidade
Publikationen (122)
2023
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Deep Learning for Predictive Business Process Monitoring: Review and Benchmark
IEEE Transactions on Services Computing, Vol. 16, Núm. 1, pp. 739-756
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A Conformance Checking-Based Approach for Sudden Drift Detection in Business Processes
IEEE Transactions on Services Computing, Vol. 16, Núm. 1, pp. 13-26
2022
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Estimating Remaining Time of Business Processes with Structural Attributes of the Traces
Studies in Computational Intelligence
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GeoSPARQL query support for scientific raster array data
Computers and Geosciences, Vol. 159
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Efficient edge filtering of directly-follows graphs for process mining
Information Sciences, Vol. 610, pp. 830-846
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Automatic linguistic reporting of customer activity patterns in open malls
Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3369-3395
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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
2021
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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)
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Fuzzy Temporal Protoforms for the Quantitative Description of Processes in Natural Language
IEEE International Conference on Fuzzy Systems
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Estimation of Customer Activity Patterns in Open Malls by Means of Combining Localization and Process Mining Techniques
Advances in Intelligent Systems and Computing
2020
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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
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Understanding complex process models by abstracting infrequent behavior
Future Generation Computer Systems, Vol. 113, pp. 428-440
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Repairing Alignments of Process Models
Business and Information Systems Engineering, Vol. 62, Núm. 4, pp. 289-304
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Collective disambiguation in entity linking based on topic coherence in semantic graphs
Knowledge-Based Systems, Vol. 199
2019
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Simplification of Complex Process Models by Abstracting Infrequent Behaviour
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Mining frequent patterns in process models
Information Sciences, Vol. 472, pp. 235-257
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A vector-based classification approach for remaining time prediction in business processes
IEEE Access, Vol. 7, pp. 128198-128212
2018
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Ontology-based approach for the validation and conformance testing of xAPI events
Knowledge-Based Systems, Vol. 155, pp. 22-34
2017
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Comparative study of xAPI validation tools
Proceedings - Frontiers in Education Conference, FIE