Marcelo Fantinato

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 76

Top Venues

Publications

Otávio de Paula Albuquerque, Farkhund Iqbal, Patrick Hung, Marcelo Fantinato, Sarajane Marques Peres
A Preliminary Design of Privacy Ontology for Smart Toys. HICSS (2024)
Lionel P. Robert, Marcelo Fantinato, Sangseok You, Patrick C. K. Hung
Social Robotics Business and Computing. Inf. Syst. Frontiers 26 (1) (2024)
Antonio Carlos Meira Neto, Rafael Gaspar de Sousa, Marcelo Fantinato, Sarajane Marques Peres
Revisiting the Transition Matrix-Based Concept Drift Approach: Improving the Detection Task Reliability Through Additional Experimentation. SN Comput. Sci. 5 (1) (2024)
Rafael Gaspar de Sousa, Antonio Carlos Meira Neto, Marcelo Fantinato, Sarajane Marques Peres, Hajo Alexander Reijers
Integrated detection and localization of concept drifts in process mining with batch and stream trace clustering support. Data Knowl. Eng. 149 (2024)
Isaac da Silva Torres, Francisco Javier Pérez Blanco, Marcelo Fantinato, Juan Manuel Vara, Jaap Gordijn
On Deriving Business Models from Process Models: An Empirical Study. HICSS (2023)
Fernando de Almeida Freitas, Sarajane Marques Peres, Otávio de Paula Albuquerque, Marcelo Fantinato
Leveraging Sign Language Processing with Formal SignWriting and Deep Learning Architectures. BRACIS (3) (2023)
Marcia Tavares Garcia, Marina Macedo Nunes, Marcelo Fantinato, Sarajane Marques Peres, Lucinéia Heloisa Thom
BPMN-Sim: A multilevel structural similarity technique for BPMN process models. Inf. Syst. 116 (2023)
Isaac da Silva Torres, Marcelo Fantinato, Gabriela Musse Branco, Jaap Gordijn
value business model from a BPMN process model: an experiment on real-world scenarios. Softw. Syst. Model. 22 (2) (2023)
Isaac da Silva Torres, Marcelo Fantinato, Jaap Gordijn
Fluxing between conceptual models - An experiment from e3 value to BPMN. PoEM Companion (2023)
Thais Rodrigues Neubauer, Jari Peeperkorn, Sarajane Marques Peres, Jochen De Weerdt, Marcelo Fantinato
Vector Representation for Business Process: Graph Embedding for Domain Knowledge Integration. ICMLA (2023)
Antonio Carlos Meira Neto, Rafael Gaspar de Sousa, Marcelo Fantinato, Sarajane Marques Peres
Towards a Transition Matrix-Based Concept Drift Approach: Experiments on the Detection Task. ICEIS (2) (2023)
Rachele Bianchi Sganderla, Marcelo Fantinato, Lucinéia Heloisa Thom
Robotic Process Automation in Latin American Organizations: Survey and Evaluation of the Current State of Technology Adoption. SBSI (2023)
Ana Rocío Cárdenas Maita, Marcelo Fantinato, Sarajane Marques Peres, Fabrizio Maria Maggi
Towards a Business-Oriented Approach to Visualization-Supported Interpretability of Prediction Results in Process Mining. ICEIS (1) (2023)
Marcelo Fantinato, Sarajane Marques Peres, Hajo A. Reijers
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm. Inf. Syst. 119 (2023)
Otávio de Paula Albuquerque, Marcelo Fantinato, Patrick C. K. Hung, Sarajane Marques Peres, Farkhund Iqbal, Umair Rehman, Muhammad Umair Shah
Recommendations for a smart toy parental control tool. J. Supercomput. 78 (8) (2022)
Thais Rodrigues Neubauer, Alexandre Gastaldi Lopes Fernandes, Marcelo Fantinato, Sarajane Marques Peres
Interactive Trace Clustering to Enhance Incident Completion Time Prediction in Process Mining. CI4PM/PAI@WCCI (2022)
Thais Rodrigues Neubauer, Valdinei Freire da Silva, Marcelo Fantinato, Sarajane Marques Peres
Resource Allocation Optimization in Business Processes Supported by Reinforcement Learning and Process Mining. BRACIS (1) (2022)
Yen-Hung Liu, Otávio de Paula Albuquerque, Patrick C. K. Hung, Hossam A. Gabbar, Marcelo Fantinato, Farkhund Iqbal
Towards A Real-Time Emergency Response Model For Connected And Autonomous Vehicles. CIKM Workshops (2022)
Bruno Sanchez de Araujo, João Victor F. Araujo, Marcelo Fantinato, Meire Cachioni, Otávio H. Riga, Otávio P. Albuquerque, Pedro Augusto S. Giorgi, Ruth C. Melo, Samila Sathler Tavares Batistoni, Sarajane M. Peres, Patrick C. K. Hung
Getting to Know and Interacting with the Social Robot Zenbo™: An Exploratory Study with Brazilian Older Adults. GEM (2022)
Elio Ribeiro Faria Junior, Thais Rodrigues Neubauer, Marcelo Fantinato, Sarajane Marques Peres
Clustering Analysis and Frequent Pattern Mining for Process Profile Analysis: An Exploratory Study for Object-Centric Event Logs. ICPM Workshops (2022)
Bruno Sanchez de Araujo, Marcelo Fantinato, Sarajane Marques Peres, Ruth Caldeira de Melo, Samila Sathler Tavares Batistoni, Meire Cachioni, Patrick C. K. Hung
Effects of social robots on depressive symptoms in older adults: a scoping review. Libr. Hi Tech 40 (5) (2022)
Alexandre Gastaldi Lopes Fernandes, Thais Rodrigues Neubauer, Marcelo Fantinato, Sarajane Marques Peres
Impact of Non-Fitting Cases for Remaining Time Prediction in a Multi-Attribute Process-Aware Method. CI4PM/PAI@WCCI (2022)
Leonardo Silva Rosa, Thanner Soares Silva, Marcelo Fantinato, Lucinéia Heloisa Thom
A visual approach for identification and annotation of business process elements in process descriptions. Comput. Stand. Interfaces 81 (2022)
Adriana Jacoto Unger, José Francisco dos Santos Neto, Marcelo Fantinato, Sarajane Marques Peres, Julio Trecenti, Renata Hirota
Process mining-enabled jurimetrics: analysis of a Brazilian court's judicial performance in the business law processing. ICAIL (2021)
Crispin R. Coombs, Patrick Stacey, Peter Kawalek, Boyka Simeonova, Jörg Becker, Katrin Bergener, João Alvaro Carvalho, Marcelo Fantinato, Niels F. Garmann-Johnsen, Christian Grimme, Armin Stein, Heike Trautmann
What is it about humanity that we can't give away to intelligent machines? A European perspective. Int. J. Inf. Manag. 58 (2021)
Rafael Gaspar de Sousa, Sarajane Marques Peres, Marcelo Fantinato, Hajo Alexander Reijers
Concept drift detection and localization in process mining: an integrated and efficient approach enabled by trace clustering. SAC (2021)
Thais Rodrigues Neubauer, Glaucia Pamponet Sobrinho, Marcelo Fantinato, Sarajane Marques Peres
Visualization for enabling human-in-the-loop in trace clustering-based process mining tasks. IEEE BigData (2021)
Marcelo Fantinato, Sarajane Marques Peres, Eleanna Kafeza, Dickson K. W. Chiu, Patrick C. K. Hung
A Review on the Integration of Deep Learning and Service-Oriented Architecture. J. Database Manag. 32 (3) (2021)
Isaac da Silva Torres, Marcelo Fantinato, Gabriela Musse Branco, Jaap Gordijn
value Business Model from a BPMN Process Model in the Financial Securities Sector. PoEM (2021)
Thais Neubauer, Sarajane Marques Peres, Marcelo Fantinato, Xixi Lu, Hajo A. Reijers
Interactive clustering: a scoping review. Artif. Intell. Rev. 54 (4) (2021)
Esther Maria Rojas Krugger, Ana Rocío Cárdenas Maita, Juliana Cristina Barbosa Alves, Marcelo Fantinato, Sarajane Marques Peres
Business process analysis based on anomaly detection in event logs: a study on an incident management case. HICSS (2021)
Marcelo Fantinato, Sarajane Marques Peres, Hajo A. Reijers
X-Processes: Discovering More Accurate Business Process Models with a Genetic Algorithms Method. EDOC (2021)
José Francisco dos Santos Neto, Sarajane Marques Peres, Paulo Correia, Marcelo Fantinato
Is My Classroom Flipped? Using Process Mining to Avoid Subjective Perception. eLearn Mag. 2021 (12) (2021)
Carlos Francisco Habekost dos Santos, Marcelo Fantinato, José Palazzo Moreira de Oliveira, Lucinéia Heloisa Thom
Evaluating Support for Implementing BPMN 2.0 Elements in Business Process Management Systems. ICEIS (2) (2020)
Otávio de Paula Albuquerque, Marcelo Fantinato, Marcelo M. Eler, Sarajane M. Peres, Patrick C. K. Hung
A Study of Parental Control Requirements for Smart Toys. SMC (2020)
Luciano Gonçalves de Carvalho, Marcelo Fantinato, Marcelo Medeiros Eler
Security requirements identification and prioritization for smart toys. Electron. Commer. Res. Appl. 41 (2020)
Isaac da Silva Torres, Jaap Gordijn, Marcelo Fantinato, Joao Francisco da Fountoura Vieira
Designing an Ecosystem Value Model Based on a Process Model - An Empirical Approach. PoEM (2020)
Marcelo Fantinato, Otávio de Paula Albuquerque, Anna Priscilla de Albuquerque, Judith Kelner, Benjamin Yankson
A Literature Survey on Smart Toy-related Children's Privacy Risks. HICSS (2020)
Otávio de Paula Albuquerque, Marcelo Fantinato, Judith Kelner, Anna Priscilla de Albuquerque
Privacy in smart toys: Risks and proposed solutions. Electron. Commer. Res. Appl. 39 (2020)
Inge van de Weerd, Pien Vollers, Iris Beerepoot, Marcelo Fantinato
Workarounds in Retail Work Systems: Prevent, redesign, Adopt or Ignore? ECIS (2019)
Camila F. Castro, Marcelo Fantinato, Ünal Aksu, Hajo A. Reijers, Lucinéia Heloisa Thom
Systematizing the Relationship Between Business Processes' and Web Services' Non-functional Requirements. ICEIS (Revised Selected Papers) (2019)
Marcos de Freitas Jr., Marcelo Fantinato, Violeta Sun, Lucinéia Heloisa Thom, Vanja Garaj
Function Point Tree-Based Function Point Analysis: Improving Reproducibility Whilst Maintaining Accuracy in Function Point Counting. ICEIS (Revised Selected Papers) (2019)
Carlos Habekost dos Santos, Lucinéia Heloisa Thom, Érika F. Cota, Marcelo Fantinato
Supporting BPMN tool developers through meta-algorithms. Int. J. Bus. Inf. Syst. 32 (4) (2019)
Miller Biazus, Carlos Habekost dos Santos, Larissa Narumi Takeda, José Palazzo Moreira de Oliveira, Marcelo Fantinato, Jan Mendling, Lucinéia Heloisa Thom
Software Resource Recommendation for Process Execution Based on the Organization's Profile. DEXA (2) (2019)
Diego Torales Avila, Raphael Piegas Cigana, Marcelo Fantinato, Hajo A. Reijers, Jan Mendling, Lucinéia Heloisa Thom
An Experiment to Analyze the Use of Process Modeling Guidelines to Create High-Quality Process Models. DEXA (2) (2019)
Camila F. Castro, Marcelo Fantinato, Ünal Aksu, Hajo A. Reijers, Lucinéia Heloisa Thom
Towards a Conceptual Framework for Decomposing Non-functional Requirements of Business Process into Quality of Service Attributes. ICEIS (2) (2019)
Patrick C. K. Hung, Marcelo Fantinato, Jorge Roa, Renata Pontin de Mattos Fortes, Shih-Chia Huang
Computing in smart toys and the related Internet of Things (IoT) applications. J. Syst. Archit. 97 (2019)
Evando Souza Borges, Marcelo Fantinato, Ünal Aksu, Hajo A. Reijers, Lucinéia Heloisa Thom
Monitoring of Non-functional Requirements of Business Processes based on Quality of Service Attributes of Web Services. ICEIS (2) (2019)
Filipe E. S. P. Palma, Marcelo Fantinato, Laura Rafferty, Patrick C. K. Hung
CPS-PMBOK: How to Better Manage Cyber-Physical System Development Projects. ICEIS (Revised Selected Papers) (2019)
Filipe E. S. P. Palma, Marcelo Fantinato, Laura Rafferty, Patrick C. K. Hung
Managing Scope, Stakeholders and Human Resources in Cyber-Physical System Development. ICEIS (2) (2019)
Marcos de Freitas Jr., Marcelo Fantinato, Violeta Sun, Lucinéia Heloisa Thom, Vanja Garaj
Improving Reproducibility whilst Maintaining Accuracy in Function Point Analysis. ICEIS (2) (2019)
Marcelo Fantinato, Filipe E. S. P. Palma, Laura Rafferty, Patrick Hung
Enhancing Project Management for Cyber-physical Systems Development. FedCSIS (2018)
Claudio Aparecido Lira do Amaral, Marcelo Fantinato, Hajo A. Reijers, Sarajane Marques Peres
Enhancing Completion Time Prediction Through Attribute Selection. AITM/ISM@FedCSIS (2018)
Evando Souza Borges, Lucinéia Heloisa Thom, Marcelo Fantinato
Monitoring of Business Processes' non Functional Requirements based on Quality of Service. SBSI (2018)
Ana Rocío Cárdenas Maita, Lucas Corrêa Martins, Carlos Ramón López Paz, Laura Rafferty, Patrick C. K. Hung, Sarajane Marques Peres, Marcelo Fantinato
A systematic mapping study of process mining. Enterp. Inf. Syst. 12 (5) (2018)
Thanner Soares Silva, Lucinéia Heloisa Thom, Aline Weber, José Palazzo Moreira de Oliveira, Marcelo Fantinato
Empirical Analysis of Sentence Templates and Ambiguity Issues for Business Process Descriptions. OTM Conferences (1) (2018)
Natália Pereira de Oliveira, Marcelo Fantinato, Lucinéia Heloisa Thom
Evaluation of Reproducibility and Accuracy of the Business Process Point Analysis Technique. CLEI (2018)
Guilherme M. B. Salles, Marcelo Fantinato, Vitor Almeida Barros, João Porto de Albuquerque
Evaluation of the StrAli-BPM approach: strategic alignment with BPM using agreements in different levels. Int. J. Bus. Inf. Syst. 27 (4) (2018)
Claudio Aparecido Lira do Amaral, Marcelo Fantinato, Sarajane Marques Peres
Attribute Selection with Filter and Wrapper: An Application on Incident Management Process. FedCSIS (2018)
Fernanda Amancio, Marcelo Fantinato, Patrick Hung, Gustavo Coutinho, Jorge Roa
Evaluation of the Perception of Brazilians about Smart Toys and Children's Privacy. CLEI (2018)
Marcelo Fantinato, Patrick C. K. Hung, Ying Jiang, Jorge Roa, Pablo David Villarreal, Mohammed Melaisi, Fernanda Amancio
Perceived Innovativeness and Privacy Risk of Smart Toys in Brazil and Argentina. HICSS (2018)
Gabriel L. C. Da Silva, Marcelo Fantinato, Sarajane Marques Peres, Hajo A. Reijers
Discovery of Unstructured Business Processes Through Genetic Algorithms Using Activity Transitions-Based Completeness and Precision. CEC (2018)
Ana Cláudia de Almeida Bordignon, Lucinéia Heloisa Thom, Thanner Soares Silva, Vinicius Stein Dani, Marcelo Fantinato, Renato César Borges Ferreira
Natural Language Processing in Business Process Identification and Modeling: A Systematic Literature Review. SBSI (2018)
Adson Carmo, Marcelo Fantinato, Lucinéia Thom, Edmir P. V. Prado, Mauro Spínola, Patrick C. K. Hung
An Analysis of Strategic Goals and Non-Functional Requirements in Business Process Management. ICEIS (3) (2017)
Jorge Roa, Pablo David Villarreal, Marcelo Fantinato, Patrick C. K. Hung, Laura Rafferty
Institutional Violence Complaints in Argentina: A Privacy Study. HICSS (2017)
Renato César Borges Ferreira, Thanner Soares Silva, Diego Toralles Avila, Lucinéia Heloisa Thom, Marcelo Fantinato
Recognition of Business Process Elements in Natural Language Texts. ICEIS (Revised Selected Papers) (2017)
Laura Rafferty, Patrick Hung, Marcelo Fantinato, Sarajane Marques Peres, Farkhund Iqbal, Sy-Yen Kuo, Shih-Chia Huang
Towards a Privacy Rule Conceptual Model for Smart Toys. HICSS (2017)
Valter Helmuth Goldberg Júnior, Lucinéia Heloisa Thom, José Palazzo Moreira de Oliveira, Marcelo Fantinato, Diego Toralles Avila
A Semiautomatic Process Model Verification Method based on Process Modeling Guidelines. ICEIS (3) (2017)
Renato César Borges Ferreira, Lucinéia Heloisa Thom, Marcelo Fantinato
A Semi-automatic Approach to Identify Business Process Elements in Natural Language Texts. ICEIS (3) (2017)
Valter Helmuth Goldberg Júnior, Vinicius Stein Dani, Diego Toralles Avila, Lucinéia Heloisa Thom, José Palazzo Moreira de Oliveira, Marcelo Fantinato
An Interface Prototype Proposal to a Semiautomatic Process Model Verification Method Based on Process Modeling Guidelines. ICEIS (Revised Selected Papers) (2017)
Ana Rocío Cárdenas Maita, Marcelo Fantinato, Sarajane Marques Peres, Lucinéia Heloisa Thom, Patrick C. K. Hung
Mining unstructured processes: An exploratory study on a distance learning domain. IJCNN (2017)
Yufang Peng, Jin Shi, Marcelo Fantinato, Jing Chen
A study on the author collaboration network in big data. Inf. Syst. Frontiers 19 (6) (2017)
Maruscia Baklizky, Marcelo Fantinato, Lucinéia Heloisa Thom, Violeta Sun, Patrick C. K. Hung
Business process point analysis: survey experiments. Bus. Process. Manag. J. 23 (2) (2017)
Renato César Borges Ferreira, Lucinéia Heloisa Thom, José Palazzo Moreira de Oliveira, Diego Toralles Avila, Rubens Ideron dos Santos, Marcelo Fantinato
Assisting Process Modeling by Identifying Business Process Elements in Natural Language Texts. ER Workshops (2017)
Marcelo Balbinot, Lucinéia Thom, Marcelo Fantinato
Identificando Fontes de Dados em Modelos de Processos de Negócio com base em Elementos de BPMN. SBSI (2017)
Patrick C. K. Hung, Marcelo Fantinato, Laura Rafferty
A Study of Privacy Requirements for Smart toys. PACIS (2016)
Ana Rocío Cárdenas Maita, Lucas Corrêa Martins, Carlos Ramón López Paz, Sarajane Marques Peres, Marcelo Fantinato
Process mining through artificial neural networks and support vector machines: A systematic literature review. Bus. Process. Manag. J. 21 (6) (2015)
Carlos Habekost dos Santos, Lucinéia Heloisa Thom, Marcelo Fantinato
Investigating Completeness of Coding in Business Process Model and Notation. ICEIS (3) (2015)
Roberto dos Santos Rocha, Marcelo Fantinato, Lucinéia Heloisa Thom, Marcelo Medeiros Eler
Dynamic product line for Business Process Management. Bus. Process. Manag. J. 21 (6) (2015)
Marcos de Freitas Jr., Marcelo Fantinato, Violeta Sun
Improvements to the Function Point Analysis Method: A Systematic Literature Review. IEEE Trans. Engineering Management 62 (4) (2015)
Caue R. do Prado, Sarajane Marques Peres, Marcelo Fantinato
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]. SBSI (2015)
Vitor Almeida Barros, Marcelo Fantinato, Guilherme M. B. Salles, João Porto de Albuquerque
Deriving Service Level Agreements from Business Level Agreements - An Approach Towards Strategic Alignment in Organizations. ICEIS (3) (2014)
Keith Seixas de Souza, Marcelo Fantinato, Marcelo Medeiros Eler
Systematizing the Service-Oriented Requirements Engineering through I* Framework and Web Services. IEEE SCC (2014)
Alexandre Morais de Souza, Edmir P. V. Prado, Violeta Sun, Marcelo Fantinato
Critérios para Seleção de SGBD NoSQL: o Ponto de Vista de Especialistas com base na Literatura. SBSI (2014)
Felipe Dallilo, João Porto de Albuquerque, Marcelo Fantinato
Making the link between strategy and process model collections: a multi-layered approach. SEKE (2014)
Keith de Souza, Marcelo Fantinato
WS&i*-RGPS: An Approach to Service-Oriented Requirements Engineering Based on RGPS Metamodels. SOSE (2014)
Carolina Melo, Marcelo Fantinato, Violeta Sun, Edmir P. V. Prado
Towards an Organizational Strategic Alignment Driven by Business Level Agreements. SOSE (2014)
Marcelo Fantinato, Uirá Kulesza, Flávio Oquendo
Software Components, Architectures and Reuse: Software Product Line Engineering and Source Code Enhancements. J. Univers. Comput. Sci. 20 (5) (2014)
Keith de Souza, Marcelo Fantinato
Explorando a Engenharia de Requisitos Orientada a Serviços: Uma Revisão Sistemática da Literatura. SBSI (2013)
Regis Hattori, Marcelo Fantinato, Marcelo Faria, Marcos Lordello Chaim
SPLOT-TM: Apoio ao Gerenciamento de Testes Funcionais em Linha de Produto de Software. SBSI (2013)
Guilherme M. B. Salles, Marcelo Fantinato, João Porto de Albuquerque, Marislei Nishijima
A Contribution to Organizational and Operational Strategic Alignment: Incorporating Business Level Agreements into Business Process Modeling. IEEE SCC (2013)
Maruscia Baklizky, Marcelo Fantinato, Lucinéia Heloisa Thom, Violeta Sun, Edmir P. V. Prado, Patrick Hung
Business Process Points - A Proposal To Measure BPM Projects. ECIS (2013)
Marcos da Soledade Jr, Ricardo Freitas, Sarajane M. Peres, Marcelo Fantinato, Reinhold Steinbeck, Ulisses Araújo
Experimentando o Design Thinking no refinamento de requisitos para um sistema de gerenciamento de aprendizado. SBSI (2013)
Roberto dos Santos Rocha, Marcelo Fantinato
The use of software product lines for business process management: A systematic literature review. Inf. Softw. Technol. 55 (8) (2013)
Wellington M. Anastácio, Edmir P. V. Prado, Violeta Sun, Marcelo Fantinato
Controle do Ambiente de Integração de Sistemas em um Órgão Público. SBSI (2013)
Marislei Nishijima, Viviani Renata Anze, Marcelo Fantinato
Mobile Internet Inclusion Policy For Brazil. ECIS (2013)
Guilherme M. B. Salles, Marcelo Fantinato
Análise da Incorporação de Requisitos não Funcionais na Modelagem de Processos de Negócio. SBSI (2012)
Lilian Florio, Guilherme M. B. Salles, Marcelo Fantinato
Apoiando Alinhamento Estratégico em Organizações Usando Contratos Eletrônicos Estendidos com BLA. SBSI (2012)
Roberto dos Santos Rocha, Marcelo Fantinato, Vitor Almeida Barros
Contribuições de Linha de Produto e Orientação a Serviços no Desenvolvimento de Sistemas de Informação. SBSI (2012)
Marcelo Fantinato, Maria Beatriz Felgar de Toledo, Lucinéia Heloisa Thom, Itana Maria de Souza Gimenes, Roberto dos Santos Rocha, Diego Zuquim Guimarães Garcia
A survey on reuse in the business process management domain. Int. J. Bus. Process. Integr. Manag. 6 (1) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marcelo Fantinato