Publications

Operationalizing Explainable Artificial Intelligence in the European Union Regulatory Ecosystem

REACH: Researching Efficient Alignment-based Conformance Checking

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

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

A Framework for the Automatic Description of Healthcare Processes in Natural Language: Application in an Aortic Stenosis Integrated Care Process

Estudio del contexto de ejecución en monitorización predictiva de procesos

Learning context-based representations of events in complex processes

Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring

Deep Learning for Predictive Business Process Monitoring: Review and Benchmark

A Framework for the Automatic Description of Healthcare Processes in Natural Language: Application in an Aortic Stenosis Integrated Care Process

Framework para la Descripción Automática de Procesos en Lenguaje Natural: Aplicación en un Proceso Asistencial Integrado de Estenosis Aórtica

A Framework for the Automatic Description of Healthcare Processes in Natural Language: Application in an aortic stenosis integrated care process

Estimating Remaining Time of Business Processes with structural attributes of the traces

GeoSPARQL query support for scientific raster array data

A Conformance Checking-based Approach for Sudden Drift Detection in Business Processes

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

Automatic linguistic reporting of customer activity patterns in open malls

Estimation of customer activity patterns in open malls by means of combining localization and process mining techniques

Repairing Alignments of Process Models

Process-To-Text: a framework for the quantitative description of processes in natural language

Understanding complex process models by abstracting infrequent behavior

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

Simplification of Complex Process Models by Abstracting Infrequent Behaviour

INVERBIS: minería de datos aplicada a la mejora de procesos

A Vector-Based Classification Approach for Remaining Time Prediction in Business Processes

Pattern-based Simplification of Process Models

Consultas eficientes sobre registros de eventos basadas en análisis de conformidad

Mining Frequent Patterns in Process Models

Detección de concept drift en minería de procesos basado en agrupamiento de trazas

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

Comparative study of xAPI validation tools

Discovering Infrequent Behavioral Patterns in Process Models

Towards the Extraction of Frequent Patterns in Complex Process Models

Enhancing Discovered Processes with Duplicate Tasks

Reparación de alineamientos en modelos de proceso similares

Recompilación de procesos de educación a partir de registros de eventos

A Federated Approach for Array and Entity Environmental Linked Data

Análisis inteligente de flujos de trabajo sociales

An Integrated Semantic Web Service Discovery and Composition Framework

Process Mining in IT Service Management: A Case Study

Repairing Alignments: Striking the Right Nerve

Recompiling learning processes from event logs

Environmental Linked Data: Challenges

Integration of Grid, cluster and cloud resources to semantically annotate a large-sized repository of learning objects

Generacion automática de informes en lenguaje natural en una plataforma de e-learning

Plataforma de Serviços Inteligentes de Learning Analytics para grandes quantidades de dados

Descrição semântica de experiência de aprendizagem baseada na especificação xAPI

Supporting real open educational resources in Edu-AREA

SmartLAK: A Big Data Architecture for Supporting Learning Analytics Services

Hybrid Optimization Algorithm for Large-Scale QoS-Aware Service Composition

ProDiGen: minando modelos completos, precisos y simples con un algoritmo genético

Algoritmo Híbrido de Composición Automática de Servicios con QoS

Towards Textual Reporting in Learning Analytics Dashboards

Semantic description of the Experience API Specification

A Hybrid Local-Global Optimization Strategy for QoS-Aware Service Composition

Soft Computing for Learner's Assessment in SoftLearn

Mining Duplicate Tasks from Discovered Processes

A Keyword Recommendation Experiment to Support Information Organization and Folksonomies in Edu-AREA

ProDiGen: Mining complete, precise and minimal structure process models with a genetic algorithm

Reconstructing IMS LD Units of Learning from Event Logs

Learning Analytics for the Prediction of the Educational Objectives Achievement

Using a Learning Analytics Tool for Evaluation in Self-Regulated Learning

A Genetic Algorithm for Process Discovery Guided by Completeness, Precision and Simplicity

SoftLearn: A Process Mining Platform for the Discovery of Learning Paths

Hipster: An Open Source Java Library for Heuristic Search

Integración de recursos grid y cloud para anotar semánticamente grandes colecciones de objetos de aprendizaje

Collaboration and Social Networking in Higher Education

Graph-based semantic annotation for enriching educational content with linked data

Aprendizaje, hallazgo y satisfaccion en un sistema de recomendacion en turismo

Learning analytics framework for educational virtual worlds

Una experiencia real de anotación semántica a gran escala utilizando recursos de computación heterogéneos

A practical experience concerning the parallel semantic annotation of a large-scale data collection

A Petri net model for changing units of learning in runtime

Semantic linking of learning object repositories to DBpedia

A Dynamic QoS-Aware Semantic Web Service Composition Algorithm

Toward the Use of Petri Nets for the Formalization of OWL-S Choreographies

Petri net-based engine for adaptive learning

Semantic integration of social information in learning systems

SoftLearn: Soft computing para minería de procesos en e-learning

An Optimal and Complete Algorithm for Automatic Web Service Composition

An Evolutionary Approach for Learning the Weight of Relations in Linked Data

An optimal and fast algorithm for web service composition

Applying Multicriteria Algorithms to Restaurant Recommendation

Dynamic adaptation in OPENET4LD

Recommending teachers for collaborative authoring tools

Semantic linking of a learning object repository to DBpedia

Automatic web service composition with a heuristic-based search algorithm

Toward enriching course content with Linked Data

Dynamic adaptation in IMS Learning Design

Machine Scheduling in Custom Furniture Industry through Neuro-Evolutionary Hybridization

Integración de IMS LD en mundos virtuales

Semantic annotation of educational resources through linked data

Combining uncorrelated similarity measures for service discovery

Composition of web services through genetic programming

A context-based algorithm for annotating educational content with Linked Data

OPENET: Ontology-based engine for high-level Petri nets

OPENET4VE: A Platform for the Execution of IMS LD Units of Learning in Virtual Environments

Knowledge-Based Framework for Workflow Modelling: Application to the Furniture Industry

Genetic programming algorithm for web service composition

A Genetic Programming-based Algorithm for Composing Web Services

Selección de widgets basada en calidad de servicio de inteligencia colectiva

Arquitectura orientada a servicios para la ejecución de unidades de aprendizaje en mundos virtuales

OPENET LD: An Ontology-based Petri Net Engine to Execute IMS LD Units of Learning

Processing time estimations by variable structure tsk rules learned through genetic programming

Hybrid approach for machine scheduling optimization in custom furniture industry

Artificial Intelligence and Education

Plagiarism detection using software tools: a study in a Computer Science degree

A framework for unifying problem-solving knowledge and workflow modeling

Processing times estimation in a manufacturing industry through genetic programming

On the use of an IMS LD ontology for creating and executing Units of Learning

Modelling and executing units of learning using an IMS LD ontology

Service-oriented architecture for knowledge-enriched workflows modelling and execution

WebLD: A Web Portal to Design IMS LD Units of Learning

Petri Net Semantics for OWL-S Service Choreography

Introducción al número especial sobre técnicas de la inteligencia artificial aplicadas a la educación

Representación y Ejecución de Unidades Educativas a través de una Ontología de Diseños de Aprendizaje

A learning design ontology based on the IMS LD specification