![Foto de JUAN CARLOS](/img/nophoto.png)
JUAN CARLOS
VIDAL AGUIAR
Senior university lecturer
Publications (58) JUAN CARLOS VIDAL AGUIAR publications
2024
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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
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Exploiting recurrent graph neural networks for suffix prediction in predictive monitoring
Computing, Vol. 106, Núm. 9, pp. 3085-3111
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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)
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VERONA: A python library for benchmarking deep learning in business process monitoring
SoftwareX, Vol. 26
2023
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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
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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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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)
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Hypothesis Testing for Matched Pairs with Missing Data by Maximum Mean Discrepancy: An Application to Continuous Glucose Monitoring
American Statistician, Vol. 77, Núm. 4, pp. 357-369
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Learning Context-Based Representations of Events in Complex Processes
Proceedings - 2023 IEEE International Conference on Web Services, ICWS 2023
2021
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Glucodensities: A new representation of glucose profiles using distributional data analysis
Statistical Methods in Medical Research, Vol. 30, Núm. 6, pp. 1445-1464
2020
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Collective disambiguation in entity linking based on topic coherence in semantic graphs
Knowledge-Based Systems, Vol. 199
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Towards high-level fuzzy control specifications for building automation systems
Software and Systems Modeling, Vol. 19, Núm. 3, pp. 625-646
2019
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Application of Functional Data Analysis for the Prediction of Maximum Heart Rate
IEEE Access, Vol. 7, pp. 121841-121852
2018
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A 6-minute sub-maximal run test to predict VO2 max
Journal of Sports Sciences, Vol. 36, Núm. 22, pp. 2531-2536
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Characterizing Quantifier Fuzzification Mechanisms: A behavioral guide for applications
Fuzzy Sets and Systems, Vol. 345, pp. 1-23
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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
2017 IEEE FRONTIERS IN EDUCATION CONFERENCE (FIE)
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Comparative study of xAPI validation tools
Proceedings - Frontiers in Education Conference, FIE
2016
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Recompiling learning processes from event logs
Knowledge-Based Systems, Vol. 100, pp. 160-174
2015
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Integration of grid, cluster and cloud resources to semantically annotate a large-sized repository of learning objects
Concurrency and Computation: Practice and Experience, Vol. 27, Núm. 17, pp. 4603-4629