Marcelo Fantinato
Orcid: 0000-0001-6261-1497
According to our database1,
Marcelo Fantinato
authored at least 122 papers
between 2003 and 2024.
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Bibliography
2024
Revisiting the Transition Matrix-Based Concept Drift Approach: Improving the Detection Task Reliability Through Additional Experimentation.
SN Comput. Sci., January, 2024
Integrated detection and localization of concept drifts in process mining with batch and stream trace clustering support.
Data Knowl. Eng., January, 2024
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
2023
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm.
Inf. Syst., October, 2023
Inf. Syst., June, 2023
Guidelines to derive an e<sup>3</sup>value business model from a BPMN process model: an experiment on real-world scenarios.
Softw. Syst. Model., April, 2023
Robotic Process Automation in Latin American Organizations: Survey and Evaluation of the Current State of Technology Adoption.
Proceedings of the XIX Brazilian Symposium on Information Systems, 2023
Proceedings of the Companion Proceedings of the 16th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modeling and the 13th Enterprise Design and Engineering Working Conference: BES, DTE, FACETE, Tools & Demos, Forum, EDEN Doctoral Consortium co-located with PoEM 2023, Vienna, Austria, November 28, 2023
Vector Representation for Business Process: Graph Embedding for Domain Knowledge Integration.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Towards a Transition Matrix-Based Concept Drift Approach: Experiments on the Detection Task.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
Towards a Business-Oriented Approach to Visualization-Supported Interpretability of Prediction Results in Process Mining.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
Leveraging Sign Language Processing with Formal SignWriting and Deep Learning Architectures.
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023
2022
Libr. Hi Tech, 2022
A visual approach for identification and annotation of business process elements in process descriptions.
Comput. Stand. Interfaces, 2022
Interactive Trace Clustering to Enhance Incident Completion Time Prediction in Process Mining.
Proceedings of the Joint Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and the 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022), 2022
Impact of Non-Fitting Cases for Remaining Time Prediction in a Multi-Attribute Process-Aware Method.
Proceedings of the Joint Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and the 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022), 2022
Clustering Analysis and Frequent Pattern Mining for Process Profile Analysis: An Exploratory Study for Object-Centric Event Logs.
Proceedings of the Process Mining Workshops, 2022
Getting to Know and Interacting with the Social Robot Zenbo™: An Exploratory Study with Brazilian Older Adults.
Proceedings of the IEEE Games, Entertainment, Media Conference, 2022
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022
Resource Allocation Optimization in Business Processes Supported by Reinforcement Learning and Process Mining.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
2021
J. Database Manag., 2021
What is it about humanity that we can't give away to intelligent machines? A European perspective.
Int. J. Inf. Manag., 2021
eLearn Mag., 2021
Concept drift detection and localization in process mining: an integrated and efficient approach enabled by trace clustering.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
Design Guidelines to Derive an e <sup>3</sup> value Business Model from a BPMN Process Model in the Financial Securities Sector.
Proceedings of the Practice of Enterprise Modeling, 2021
Process mining-enabled jurimetrics: analysis of a Brazilian court's judicial performance in the business law processing.
Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021
Business process analysis based on anomaly detection in event logs: a study on an incident management case.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
X-Processes: Discovering More Accurate Business Process Models with a Genetic Algorithms Method.
Proceedings of the 25th IEEE International Enterprise Distributed Object Computing Conference, 2021
Visualization for enabling human-in-the-loop in trace clustering-based process mining tasks.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Electron. Commer. Res. Appl., 2020
Electron. Commer. Res. Appl., 2020
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Proceedings of the Practice of Enterprise Modeling, 2020
Evaluating Support for Implementing BPMN 2.0 Elements in Business Process Management Systems.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
2019
Proceedings of the Encyclopedia of Computer Graphics and Games., 2019
J. Syst. Archit., 2019
Int. J. Bus. Inf. Syst., 2019
Proceedings of the Enterprise Information Systems - 21st International Conference, 2019
Managing Scope, Stakeholders and Human Resources in Cyber-Physical System Development.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019
Function Point Tree-Based Function Point Analysis: Improving Reproducibility Whilst Maintaining Accuracy in Function Point Counting.
Proceedings of the Enterprise Information Systems - 21st International Conference, 2019
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019
Systematizing the Relationship Between Business Processes' and Web Services' Non-functional Requirements.
Proceedings of the Enterprise Information Systems - 21st International Conference, 2019
Towards a Conceptual Framework for Decomposing Non-functional Requirements of Business Process into Quality of Service Attributes.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019
Monitoring of Non-functional Requirements of Business Processes based on Quality of Service Attributes of Web Services.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019
Proceedings of the 27th European Conference on Information Systems, 2019
Software Resource Recommendation for Process Execution Based on the Organization's Profile.
Proceedings of the Database and Expert Systems Applications, 2019
An Experiment to Analyze the Use of Process Modeling Guidelines to Create High-Quality Process Models.
Proceedings of the Database and Expert Systems Applications, 2019
2018
Evaluation of the StrAli-BPM approach: strategic alignment with BPM using agreements in different levels.
Int. J. Bus. Inf. Syst., 2018
Monitoring of Business Processes' non Functional Requirements based on Quality of Service.
Proceedings of the XIV Brazilian Symposium on Information Systems, 2018
Natural Language Processing in Business Process Identification and Modeling: A Systematic Literature Review.
Proceedings of the XIV Brazilian Symposium on Information Systems, 2018
Empirical Analysis of Sentence Templates and Ambiguity Issues for Business Process Descriptions.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018
Proceedings of the Information Technology for Management: Emerging Research and Applications, 2018
Attribute Selection with Filter and Wrapper: An Application on Incident Management Process.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018
Evaluation of Reproducibility and Accuracy of the Business Process Point Analysis Technique.
Proceedings of the XLIV Latin American Computer Conference, 2018
Proceedings of the XLIV Latin American Computer Conference, 2018
Discovery of Unstructured Business Processes Through Genetic Algorithms Using Activity Transitions-Based Completeness and Precision.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Identificando Fontes de Dados em Modelos de Processos de Negócio com base em Elementos de BPMN.
Proceedings of the 13th Brazilian Symposium on Information Systems, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
A Semiautomatic Process Model Verification Method based on Process Modeling Guidelines.
Proceedings of the ICEIS 2017, 2017
An Interface Prototype Proposal to a Semiautomatic Process Model Verification Method Based on Process Modeling Guidelines.
Proceedings of the Enterprise Information Systems - 19th International Conference, 2017
A Semi-automatic Approach to Identify Business Process Elements in Natural Language Texts.
Proceedings of the ICEIS 2017, 2017
Proceedings of the Enterprise Information Systems - 19th International Conference, 2017
An Analysis of Strategic Goals and Non-Functional Requirements in Business Process Management.
Proceedings of the ICEIS 2017, 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
Assisting Process Modeling by Identifying Business Process Elements in Natural Language Texts.
Proceedings of the Advances in Conceptual Modeling, 2017
2016
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016
2015
IEEE Trans. Engineering Management, 2015
Process mining through artificial neural networks and support vector machines: A systematic literature review.
Bus. Process. Manag. J., 2015
Tomada de Decisão na Administração Pública Apoiada pela Descoberta de Conhecimento: Um Estudo de Caso em Gestão de Projetos [Decision Making in Public Administration Supported by Knowledge Discovery: A Case Study in Project Management].
Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015
Proceedings of the ICEIS 2015, 2015
2014
Software Components, Architectures and Reuse: Software Product Line Engineering and Source Code Enhancements.
J. Univers. Comput. Sci., 2014
WS&i*-RGPS: An Approach to Service-Oriented Requirements Engineering Based on RGPS Metamodels.
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014
Making the link between strategy and process model collections: a multi-layered approach.
Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014
Critérios para Seleção de SGBD NoSQL: o Ponto de Vista de Especialistas com base na Literatura.
Proceedings of the 10th Brazilian Symposium on Information Systems, 2014
Deriving Service Level Agreements from Business Level Agreements - An Approach Towards Strategic Alignment in Organizations.
Proceedings of the ICEIS 2014, 2014
Systematizing the Service-Oriented Requirements Engineering through I* Framework and Web Services.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014
2013
The use of software product lines for business process management: A systematic literature review.
Inf. Softw. Technol., 2013
Explorando a Engenharia de Requisitos Orientada a Serviços: Uma Revisão Sistemática da Literatura.
Proceedings of the 9th Brazilian Symposium on Information Systems, 2013
Experimentando o Design Thinking no refinamento de requisitos para um sistema de gerenciamento de aprendizado.
Proceedings of the 9th Brazilian Symposium on Information Systems, 2013
SPLOT-TM: Apoio ao Gerenciamento de Testes Funcionais em Linha de Produto de Software.
Proceedings of the 9th Brazilian Symposium on Information Systems, 2013
Proceedings of the 9th Brazilian Symposium on Information Systems, 2013
Proceedings of the 21st European Conference on Information Systems, 2013
Proceedings of the 21st European Conference on Information Systems, 2013
A Contribution to Organizational and Operational Strategic Alignment: Incorporating Business Level Agreements into Business Process Modeling.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013
2012
Int. J. Bus. Process. Integr. Manag., 2012
Proceedings of the 8th Brazilian Symposium on Information Systems, 2012
Análise da Incorporação de Requisitos não Funcionais na Modelagem de Processos de Negócio.
Proceedings of the 8th Brazilian Symposium on Information Systems, 2012
Contribuições de Linha de Produto e Orientação a Serviços no Desenvolvimento de Sistemas de Informação.
Proceedings of the 8th Brazilian Symposium on Information Systems, 2012
Sistemas de Informação no Mercado de Ações: Papel Estratégico e Impactos Éticos, Sociais e Políticos.
Proceedings of the 8th Brazilian Symposium on Information Systems, 2012
Apoiando Alinhamento Estratégico em Organizações Usando Contratos Eletrônicos Estendidos com BLA.
Proceedings of the 8th Brazilian Symposium on Information Systems, 2012
2011
Int. J. Web Eng. Technol., 2011
Applying a contest to improve learning in the information systems development - An interdisciplinary and extracurricular approach.
Informatics Educ., 2011
2010
Int. J. Web Grid Serv., 2010
Electronic Contract Negotiation and Renegotiation using Features.
Proceedings of the WEBIST 2010, 2010
Negotiating Software Acquisition Supported by Web Services in a Distributed Software Development Process.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010
Aspect-Monitor - An Aspect-based Approach to WS-contract Monitoring.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 4, SAIC, Funchal, Madeira, Portugal, June 8, 2010
Introduction to the First International Workshop on Reuse in Business Process Management (rBPM 2010).
Proceedings of the Business Process Management Workshops, 2010
2009
Proceedings of the iiWAS'2009, 2009
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009
2008
Int. J. Cooperative Inf. Syst., 2008
Proceedings of the Software Product Lines, 12th International Conference, 2008
2007
Proceedings of the Service-Oriented Computing, 2007
2006
Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006
Proceedings of the Business Process Management, 4th International Conference, 2006
2004
AutoTest - Um Framework Reutilizável para a Automação de Teste Funcional de Software.
Proceedings of the 3rd Brazilian Symposium on Software Quality, 2004
2003
Proceedings of the Interactive Systems. Design, 2003