Marcelo Fantinato

Marcelo Fantinato

Universidade de São Paulo

H-index: 20

Latin America-Brazil

About Marcelo Fantinato

Marcelo Fantinato, With an exceptional h-index of 20 and a recent h-index of 15 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of Information Systems, BPM, Process Mining, Smart Toys, Social Robots.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Preliminary Design of Privacy Ontology for Smart Toys

Revisiting the Transition Matrix-Based Concept Drift Approach: Improving the Detection Task Reliability Through Additional Experimentation

Integrated detection and localization of concept drifts in process mining with batch and stream trace clustering support

Vector Representation for Business Process: Graph Embedding for Domain Knowledge Integration

Robotic Process Automation in Latin American Organizations: Survey and Evaluation of the Current State of Technology Adoption

Guidelines to derive an e3value business model from a BPMN process model: an experiment on real-world scenarios

Towards a Transition Matrix-Based Concept Drift Approach: Experiments on the Detection Task.

Mineração de Processos: Oportunidades para a Transparência Pública

Marcelo Fantinato Information

University

Position

Associate Professor at

Citations(all)

1364

Citations(since 2020)

797

Cited By

907

hIndex(all)

20

hIndex(since 2020)

15

i10Index(all)

42

i10Index(since 2020)

26

Email

University Profile Page

Universidade de São Paulo

Google Scholar

View Google Scholar Profile

Marcelo Fantinato Skills & Research Interests

Information Systems

BPM

Process Mining

Smart Toys

Social Robots

Top articles of Marcelo Fantinato

Title

Journal

Author(s)

Publication Date

A Preliminary Design of Privacy Ontology for Smart Toys

Otavio Albuquerque

Farkhund Iqbal

Patrick Hung

Marcelo Fantinato

Sarajane Marques Peres

2024/1/3

Revisiting the Transition Matrix-Based Concept Drift Approach: Improving the Detection Task Reliability Through Additional Experimentation

SN Computer Science

Antonio Carlos Meira Neto

Rafael Gaspar de Sousa

Marcelo Fantinato

Sarajane Marques Peres

2024

Integrated detection and localization of concept drifts in process mining with batch and stream trace clustering support

Data & Knowledge Engineering

Rafael Gaspar de Sousa

Antonio Carlos Meira Neto

Marcelo Fantinato

Sarajane Marques Peres

Hajo Alexander Reijers

2024/1/1

Vector Representation for Business Process: Graph Embedding for Domain Knowledge Integration

Thais Rodrigues Neubauer

Jari Peeperkorn

Sarajane Marques Peres

Jochen De Weerdt

Marcelo Fantinato

2023/12/15

Robotic Process Automation in Latin American Organizations: Survey and Evaluation of the Current State of Technology Adoption

Rachele Bianchi Sganderla

Marcelo Fantinato

Lucineia Heloisa Thom

2023/5/29

Guidelines to derive an e3value business model from a BPMN process model: an experiment on real-world scenarios

Software and Systems Modeling

Isaac da Silva TORRES

Marcelo FANTINATO

Gabriela Musse BRANCO

Jaap GORDIJN

2023

Towards a Transition Matrix-Based Concept Drift Approach: Experiments on the Detection Task.

Antonio Carlos Meira Neto

Rafael Gaspar de Sousa

Marcelo Fantinato

Sarajane Marques Peres

2023

Mineração de Processos: Oportunidades para a Transparência Pública

Computação Brasil

Renata Araujo

Marcelo Fantinato

2023/4/1

Parental perception of children's privacy in smart toys in countries of different economic levels

Technology in Society

Fernanda Maria Pinheiro Amâncio

Ana Paula Souza

Marcelo Fantinato

Sarajane Marques Peres

Patrick CK Hung

...

2023/2/1

Social Robotics Business and Computing: Editorial for Special Issue of Information Systems Frontiers

Information Systems Frontiers

Lionel P Robert Jr

Marcelo Fantinato

Sangseok You

Patrick CK Hung

2023/7/17

Mineração de Processos: Descobrindo o Modelo do Processo e Verificando a Conformidade

Computação Brasil

Sarajane M Peres

Marcelo Fantinato

Eduardo Alves Portela Santos

2023/4/1

Mineração de processos como ferramenta para promoção da Transparência: oportunidades e desafios

Revista da CGU

Renata Mendes de Araujo

Sarajane Marques Peres

Marcelo Fantinato

Adriana Jacoto Unger

Thais Rodrigues Neubauer

2023

Mineração de Processos: do que se trata? E o Brasil, está no jogo?

Computação Brasil

Sarajane M Peres

Marcelo Fantinato

Eduardo Alves Portela Santos

2023/4/1

Leveraging Sign Language Processing with Formal SignWriting and Deep Learning Architectures

Fernando de Almeida Freitas

Sarajane Marques Peres

Otávio de Paula Albuquerque

Marcelo Fantinato

2023/9/25

Towards a business-oriented approach to visualization-supported interpretability of prediction results in process mining

Ana Rocío Cárdenas MAITA

Marcelo FANTINATO

Sarajane Marques PERES

Fabrizio Maria MAGGI

2023

Mineração de processos e a administração pública

Cadernos do ILP: Ensino-Pesquisa-Extensão Cultural

Sarajane Marques Peres

Marcelo Fantinato

Renata Mendes de Araujo

Fernando Henrique da Silva Costa

2023

BPMN-Sim: A multilevel structural similarity technique for BPMN process models

Information Systems

Marcia Tavares Garcia

Marina Macedo Nunes

Marcelo Fantinato

Sarajane Marques Peres

Lucinéia Heloisa Thom

2023/6/1

X-Processes: Process Model Discovery with the Best Balance Among Fitness, Precision, Simplicity, and Generalization Through a Genetic Algorithm

Marcelo Fantinato

Sarajane Marques Peres

Hajo A Reijers

2023

Towards a Real-Time Emergency Response Model for Connected and Autonomous Vehicles

Yen-Hung Liu

Otávio de Paula Albuquerque

Patrick CK Hung

Hossam A Gabbar

Marcelo Fantinato

...

2022

Embeddings para a mineração de processos: estudo comparativo usando um contexto da área da saúde

29º SIICUSP-EACH 2021: Simpósio Internacional de Iniciação Científica e Tecnológica da USP: livro de resumos

Mateus Alex dos Santos Luna

Marcelo Fantinato

Sarajane Marques Peres

André Paulino de Lima

2022

See List of Professors in Marcelo Fantinato University(Universidade de São Paulo)

Co-Authors

H-index: 76
Hajo A. Reijers

Hajo A. Reijers

Universiteit Utrecht

H-index: 30
Farkhund Iqbal

Farkhund Iqbal

Zayed University

H-index: 26
José Palazzo Moreira de Oliveira

José Palazzo Moreira de Oliveira

Universidade Federal do Rio Grande do Sul

H-index: 17
Marcelo Medeiros Eler

Marcelo Medeiros Eler

Universidade de São Paulo

H-index: 17
Sarajane Marques Peres

Sarajane Marques Peres

Universidade de São Paulo

H-index: 16
Lucineia Heloisa Thom

Lucineia Heloisa Thom

Universidade Federal do Rio Grande do Sul

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