Manuel Lama

Orcid: 0000-0001-7195-6155

Affiliations:
  • University of Santiago de Compostela, Spain


According to our database1, Manuel Lama authored at least 105 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring.
IEEE Trans. Knowl. Data Eng., January, 2024

2023
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark.
IEEE Trans. Serv. Comput., 2023

A Conformance Checking-Based Approach for Sudden Drift Detection in Business Processes.
IEEE Trans. Serv. Comput., 2023

Prompting LLMs with content plans to enhance the summarization of scientific articles.
CoRR, 2023

Fuzzy Temporal Protoforms for the Quantitative Description of Processes in Natural Language.
CoRR, 2023

Learning Context-Based Representations of Events in Complex Processes.
Proceedings of the IEEE International Conference on Web Services, 2023

Detecting Model Changes in Organisational Processes: A Cloud-Based Approach.
Proceedings of the Service-Oriented and Cloud Computing, 2023

The Droid You're Looking For: C-4PM, a Conversational Agent for Declarative Process Mining.
Proceedings of the Best Dissertation Award, 2023

2022
Automatic linguistic reporting of customer activity patterns in open malls.
Multim. Tools Appl., 2022

A framework for the automatic description of healthcare processes in natural language: Application in an aortic stenosis integrated care process.
J. Biomed. Informatics, 2022

Efficient edge filtering of directly-follows graphs for process mining.
Inf. Sci., 2022

GeoSPARQL query support for scientific raster array data.
Comput. Geosci., 2022

Encoder-Decoder Model for Suffix Prediction in Predictive Monitoring.
CoRR, 2022

Gradual Drift Detection in Process Models Using Conformance Metrics.
CoRR, 2022

2021
Fuzzy Temporal Protoforms for the Quantitative Description of Processes in Natural Language.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
Collective disambiguation in entity linking based on topic coherence in semantic graphs.
Knowl. Based Syst., 2020

Understanding complex process models by abstracting infrequent behavior.
Future Gener. Comput. Syst., 2020

Repairing Alignments of Process Models.
Bus. Inf. Syst. Eng., 2020

Estimation of Customer Activity Patterns in Open Malls by Means of Combining Localization and Process Mining Techniques.
Proceedings of the Advances in Physical Agents II, 2020

Process-To-Text: A Framework for the Quantitative Description of Processes in Natural Language.
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

2019
Mining frequent patterns in process models.
Inf. Sci., 2019

A Conformance Checking-based Approach for Drift Detection in Business Processes.
CoRR, 2019

A Vector-Based Classification Approach for Remaining Time Prediction in Business Processes.
IEEE Access, 2019

Simplification of Complex Process Models by Abstracting Infrequent Behaviour.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

2018
Ontology-based approach for the validation and conformance testing of xAPI events.
Knowl. Based Syst., 2018

Exploring the application of process mining to support self-regulated learning: An initial analysis with video lectures.
Proceedings of the 2018 IEEE Global Engineering Education Conference, 2018

2017
Hybrid Optimization Algorithm for Large-Scale QoS-Aware Service Composition.
IEEE Trans. Serv. Comput., 2017

Comparative study of xAPI validation tools.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Discovering Infrequent Behavioral Patterns in Process Models.
Proceedings of the Business Process Management - 15th International Conference, 2017

2016
An Integrated Semantic Web Service Discovery and Composition Framework.
IEEE Trans. Serv. Comput., 2016

Recompiling learning processes from event logs.
Knowl. Based Syst., 2016

Enhancing discovered processes with duplicate tasks.
Inf. Sci., 2016

Repairing Alignments: Striking the Right Nerve.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2016

Process Mining in IT Service Management: A Case Study.
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data 2016 Satellite event of the conferences: 37th International Conference on Application and Theory of Petri Nets and Concurrency Petri Nets 2016 and 16th International Conference on Application of Concurrency to System Design ACSD 2016, 2016

2015
ProDiGen: Mining complete, precise and minimal structure process models with a genetic algorithm.
Inf. Sci., 2015

A Keyword Recommendation Experiment to Support Information Organization and Folksonomies in Edu-AREA.
Rev. Iberoam. de Tecnol. del Aprendiz., 2015

Integration of grid, cluster and cloud resources to semantically annotate a large-sized repository of learning objects.
Concurr. Comput. Pract. Exp., 2015

A Hybrid Local-Global Optimization Strategy for QoS-Aware Service Composition.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Semantic Description of the Experience API Specification.
Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

Towards Textual Reporting in Learning Analytics Dashboards.
Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

Supporting real open educational resources in Edu-AREA: Different views about open educational resources.
Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015

SmartLAK: A big data architecture for supporting learning analytics services.
Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015

Mining Duplicate Tasks from Discovered Processes.
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data, 2015

2014
Graph-based semantic annotation for enriching educational content with linked data.
Knowl. Based Syst., 2014

SoftLearn: A Process Mining Platform for the Discovery of Learning Paths.
Proceedings of the IEEE 14th International Conference on Advanced Learning Technologies, 2014

Using a learning analytics tool for evaluation in self-regulated learning.
Proceedings of the IEEE Frontiers in Education Conference, 2014

Learning analytics for the prediction of the educational objectives achievement.
Proceedings of the IEEE Frontiers in Education Conference, 2014

Towards a folksonomy solution to support open educational activities and resources in Edu-AREA.
Proceedings of the 2014 IEEE Global Engineering Education Conference, 2014

Reconstructing IMS LD Units of Learning from Event Logs.
Proceedings of the Open Learning and Teaching in Educational Communities, 2014

A Genetic Algorithm for Process Discovery Guided by Completeness, Precision and Simplicity.
Proceedings of the Business Process Management - 12th International Conference, 2014

2013
A Petri net model for changing units of learning in runtime.
Knowl. Based Syst., 2013

Learning Analytics Framework for Educational Virtual Worlds.
Proceedings of the 2013 International Conference on Virtual and Augmented Reality in Education, 2013

A practical experience concerning the parallel semantic annotation of a large-scale data collection.
Proceedings of the I-SEMANTICS 2013 - 9th International Conference on Semantic Systems, 2013

2012
Toward the use of Petri nets for the formalization of OWL-S choreographies.
Knowl. Inf. Syst., 2012

An Optimal and Complete Algorithm for Automatic Web Service Composition.
Int. J. Web Serv. Res., 2012

Semantic Linking of Learning Object Repositories to DBpedia.
J. Educ. Technol. Soc., 2012

Petri net-based engine for adaptive learning.
Expert Syst. Appl., 2012

A Dynamic QoS-Aware Semantic Web Service Composition Algorithm.
Proceedings of the Service-Oriented Computing - 10th International Conference, 2012

Semantic Integration of Social Information in Learning Systems.
Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, 2012

2011
Machine scheduling in custom furniture industry through neuro-evolutionary hybridization.
Appl. Soft Comput., 2011

Applying Multicriteria Algorithms to Restaurant Recommendation.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

An evolutionary approach for learning the weight of relations in linked data.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Automatic Web Service Composition with a Heuristic-Based Search Algorithm.
Proceedings of the IEEE International Conference on Web Services, 2011

Simplified Workflow Representation of IMS Learning Design.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

Dynamic Adaptation in OPENET4LD.
Proceedings of the ICALT 2011, 2011

Semantic Linking of a Learning Object Repository to DBpedia.
Proceedings of the ICALT 2011, 2011

Recommending Teachers for Collaborative Authoring Tools.
Proceedings of the ICALT 2011, 2011

2010
Composition of web services through genetic programming.
Evol. Intell., 2010

OPENET: Ontology-based engine for high-level Petri nets.
Expert Syst. Appl., 2010

Combining Uncorrelated Similarity Measures for Service Discovery.
Proceedings of the Resource Discovery - Third International Workshop, 2010

Knowledge-Based Framework for Workflow Modelling: Application to the Furniture Industry.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Semantic Annotation of Educational Resources through Linked Data.
Proceedings of the New Horizons in Web-Based Learning - ICWL 2010 Workshops, 2010

Supporting Adaptive Learning with a Student Model Repository and Shared Adaptive Variables.
Proceedings of the Advances in Web-Based Learning - ICWL 2010, 2010

OPENET4VE: A Platform for the Execution of IMS LD Units of Learning in Virtual Environments.
Proceedings of the ICALT 2010, 2010

2009
Artificial Intelligence and Education.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Ontologies for Education and Learning Design.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Processing time estimations by variable structure TSK rules learned through genetic programming.
Soft Comput., 2009

A Genetic Programming-Based Algorithm for Composing Web Services.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

OPENET LD: An Ontology-Based Petri Net Engine to Execute IMS LD Units of Learning.
Proceedings of the 9th IEEE International Conference on Advanced Learning Technologies, 2009

2008
Hybrid Approach for Machine Scheduling Optimization in Custom Furniture Industry.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Processing times estimation in a manufacturing industry through genetic programming.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008

Application of Petri Nets on the Execution of IMS Learning Design Documents.
Proceedings of the Times of Convergence. Technologies Across Learning Contexts, 2008

A Framework for Unifying Problem-Solving Knowledge and Workflow Modeling.
Proceedings of the AI Meets Business Rules and Process Management, 2008

2007
Introduction to Special Issue AI Techniches applied in Education.
Inteligencia Artif., 2007

Representing and executing Units of Learning on the basis of a Learning Design Ontology.
Inteligencia Artif., 2007

WebLD: A Web Portal to Design IMS LD Units of Learning.
Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies, 2007

Service-Oriented Architecture for Knowledge-enriched Workflows Modelling and Execution.
Proceedings of the Business Process and Services Computing: 1st International Working Conference on Business Process and Services Computing, 2007

2006
Integrated Knowledge-based System for Product Design in Furniture Estimate.
Proceedings of the Integrated Intelligent Systems for Engineering Design, 2006

A Learning Design Ontology based on the IMS Specification.
J. Educ. Technol. Soc., 2006

A Workflow Modeling Framework Enhanced with Problem-Solving Knowledge.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Modelling and Implementation of the Astronomy Case Study with an IMS-LD Ontology.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

Using Ontologies to Model and Execute IMS Learning Design Documents.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

Semantic Modeling of the IMS LD Level B Specification.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

The Problem of LD Execution and the Need for an IMS LD Level B Ontology.
Proceedings of the Innovative Approaches for Learning and Knowledge Sharing, 2006

2005
Solving the problem of integrating a client-server architecture with a multi-agent system in the educational domain.
Proceedings of the AC 2005, 2005

2004
ODE SWS: A Framework for Designing and Composing Semantic Web Services.
IEEE Intell. Syst., 2004

Study of Communication in a Multi-Agent System for Collaborative Learning Scenarios.
Proceedings of the 12th Euromicro Workshop on Parallel, 2004

Development of Semantic Web Services at the Knowledge Level.
Proceedings of the Web Services, European Conference, 2004

2003
ODE-SWS: A Semantic Web Service Development Environment.
Proceedings of SWDB'03, 2003

A multi-tiered agent-based architecture for a cooperative learning environment.
Proceedings of the 11th Euromicro Workshop on Parallel, 2003

Problem-Solving Analysis for the Budgeting Task in Furniture Industry.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

A PDA-Based Interface for a Computer Supported Educational System.
Proceedings of the 2003 IEEE International Conference on Advanced Learning Technologies, 2003

Workflow-based information system for furniture budgeting.
Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

1999
Design of a Therapeutic Specialist for Acute Myocardial Infarct.
Cybern. Syst., 1999

A problem-solving method for 'unprotocolised' therapy administration task in medicine.
Artif. Intell. Medicine, 1999


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