| 2022 |
Trabalho em evento |
Clustering analysis and frequent pattern mining for process profile analysis: an exploratory study for object-centric event logs.
Elio Ribeiro Faria JUNIOR; Thais R NEUBAUER; Marcelo FANTINATO; Sarajane Marques PERES
3rd International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) - in 4th International Conference on Process Mining (ICPM)
|
PS
Computer Science (miscellaneous)
|
| 2022 |
Trabalho em evento |
Getting to Know and Interacting with the Social Robot Zenbo(TM): An Exploratory Study with Brazilian Older Adults
Bruno Sanchez ARAUJO; João Victor F ARAÚJO; Marcelo FANTINATO; Meire CACHIONI; Otávio De Paula ALBUQUERQUE et al
IEEE CTSoc International Conference on Games; Entertainment & Media (GEM)
|
SH
Psychology (miscellaneous)
|
| 2022 |
Trabalho em evento |
Artificial Intelligence; Algorithmic Transparency and Public Policies: The Case of Facial Recognition Technologies in the Public Transportation System of Large Brazilian Municipalities
Rodrigo BRANDÃO; Cristina OLIVEIRA; Sarajane Marques PERES; Leôncio Da Silva JUNIOR; Marco PAPP et al
11th Brazilian Conference on Intelligent Systems (BRACIS 2022)
ISBN 0302-9743
|
PS
Computer Science (miscellaneous)
|
| 2022 |
Trabalho em evento |
Resource Allocation Optimization in Business Processes Supported by Reinforcement Learning and Process Mining
Thais R NEUBAUER; Valdinei Freire Da SILVA; Marcelo FANTINATO; Sarajane Marques PERES
11th Brazilian Conference on Intelligent Systems (BRACIS 2022)
ISBN 0302-9743
|
PS
Computer Science (miscellaneous)
|
| 2022 |
Trabalho em evento |
To Answer or Not to Answer? Filtering Questions for QA Systems
Paulo PIROZELLI; Anarosa Alves Franco BRANDÃO; Sarajane Marques PERES; Fabio Gagliardi COZMAN
11th Brazilian Conference on Intelligent Systems (BRACIS 2022)
ISBN 0302-9743
|
PS
Computer Science (miscellaneous)
|
| 2022 |
Trabalho em evento |
Using automatic planning to find the most probable alignment: A history-based approach
Matheus P ALMEIDA; Karina Valdivia DELGADO; Sarajane Marques PERES; Marcelo FANTINATO
19o Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2022)
|
PS
Artificial Intelligence
|
| 2022 |
Trabalho em evento |
BlabKG: a Knowledge Graph for the Blue Amazon
Pedro De M LIGABUE; Anarosa Alves Franco BRANDÃO; Sarajane Marques PERES; Fabio Gagliardi COZMAN; Paulo PIROZELLI
13th IEEE International Conference on Knowledge Graph - ICKG 2022
|
PS
Computer Science (miscellaneous)
|
| 2022 |
Artigo em periódico |
Recommendations for a smart toy parental control tool
Otávio De Paula ALBUQUERQUE; Marcelo FANTINATO; Patrick HUNG; Sarajane Marques PERES; Farkhund IQBAL et al
JOURNAL OF SUPERCOMPUTING
ISSN 0920-8542
|
SH
Psychology (miscellaneous)
|
| 2021 |
Capítulo de livro |
Machine Learning with Privacy
Patrick HUNG; Sarajane Marques PERES
Encyclopedia of Machine Learning and Data Science
DOI 10.1007/978-1-4899-7502-7
ISBN 9781489975
|
PS
Computer Science (miscellaneous)
|
| 2021 |
Trabalho em evento |
Business process analysis based on anomaly detection in event logs: a study on an incident management case
Esther María Rojas KRUGGER; Ana Rocio Cardenas MAITA; Juliana Cristina Barbosa ALVES; Marcelo FANTINATO; Sarajane Marques PERES
54th Hawaii International Conference on System Sciences
ISBN 978-0-9981331
|
PS
Computer Science (miscellaneous)
|
| 2021 |
Trabalho em evento |
Concept Drift Detection and Localization in Process Mining: An Integrated and Efficient Approach Enabled by Trace Clustering
Rafael Gaspar De SOUSA; Sarajane Marques PERES; Marcelo FANTINATO; Hajo A REIJERS
36th ACM/SIGAPP Symposium On Applied Computing
|
PS
Computer Science Applications
|
| 2021 |
Trabalho em evento |
Process Mining-Enabled Jurimetrics: Analysis of a Brazilian Court's Judicial Performance in the Business Law Processing
Adriana Jacoto UNGER; José Francisco Dos Santos NETO; Julio TRECENTI; Renata HIROTA; Marcelo FANTINATO et al
18th International Conference on Artificial Intelligence and Law
|
SH
Business; Management and Accounting (miscellaneous)
|
| 2021 |
Trabalho em evento |
A Conceptual Model for a Parental Control Tool for Smart Toys
Otávio De Paula ALBUQUERQUE; Marcelo FANTINATO; Sarajane Marques PERES; Farkhund IQBAL; Patrick HUNG
23rd International Conference on Artificial Intelligence (ICAI)
|
PS
Computer Science (miscellaneous)
|
| 2021 |
Trabalho em evento |
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean
Andre Faleiros Alves PASCHOAL; Paulo PIROZELLI; Valdinei FREIRE; Karina Valdivia DELGADO; Sarajane Marques PERES et al
30th ACM International Conference on Information and Knowledge Management (CIKM'21)
DOI 10.1145/3459637.3482012
ISBN 978-1-4503-84
|
PS
Artificial Intelligence
|
| 2021 |
Trabalho em evento |
X-Processes: Discovering More Accurate Business Process Models with a Genetic Algorithms Method
Marcelo FANTINATO; Sarajane Marques PERES; Hajo A REIJERS
25th IEEE International Enterprise Distributed Object Computing Conference (EDOC)
|
PS
Computer Science (miscellaneous)
|
| 2021 |
Trabalho em evento |
Vector space models for trace clustering: a comparative study
Mateus Alex Dos Santos LUNA; André Paulino De LIMA; Thais R NEUBAUER; Marcelo FANTINATO; Sarajane Marques PERES
XVIII Encontro Nacional de Inteligência Artificial e Computacional
|
PS
Artificial Intelligence
|
| 2021 |
Trabalho em evento |
Habilitando mineração de processos no domínio de operações logísticas: extração de dados para um log de eventos centrado em objetos
Mateus Alex Dos Santos LUNA; Elio Ribeiro Faria JUNIOR; Thais R NEUBAUER; Marcelo FANTINATO; Sarajane Marques PERES
I Workshop PBP-Loggi 2021: Resultados do Programa de Bolsas de Pesquisa (PBP-Loggi)
|
PS
Computer Science (miscellaneous)
|
| 2021 |
Trabalho em evento |
Visualization for enabling human-in-the-loop in trace clustering-based process mining tasks
Thais R NEUBAUER; Glaucia Pamponet SOBRINHO; Marcelo FANTINATO; Sarajane Marques PERES
IEEE International Conference on Big Data - 5th IEEE Workshop on Human-in-the-Loop Methods and Future of Work in BigData
|
PS
Computer Science (miscellaneous)
|
| 2021 |
Artigo em periódico |
A Review on the Integration of Deep Learning and Service-Oriented Architecture
Marcelo FANTINATO; Sarajane Marques PERES; Eleanna KAFEZA; Dickson K W CHIU; Hung Patrick C K
JOURNAL OF DATABASE MANAGEMENT
DOI 10.4018/JDM.2021070105
ISSN 1063-8016
|
PS
Computer Science (miscellaneous)
|
| 2021 |
Artigo em periódico |
A security study of Bluetooth-powered robot toy
Kavintha ACHARIGE; Otávio De Paula ALBUQUERQUE; Marcelo FANTINATO; Sarajane Marques PERES; Hung Patrick C K
Journal of Surveillance; Security and Safety
ISSN 2694-1015
|
PS
Computer Science (miscellaneous)
|
| 2021 |
Artigo em periódico |
Effects of social robots on depressive symptoms in older adults: a scoping review
Araujo Bruno Sanchez DE; Fantinato MARCELO; Sarajane Marques PERES; Melo Ruth Caldeira DE; Batistoni Samila Sathler TAVARES et al
LIBRARY HI TECH
DOI 10.1108/LHT-09-2020-0244
ISSN 0737-8831
|
HS
Psychiatry and Mental Health
|
| 2020 |
Trabalho em evento |
Automatic Segmentation of Grammatical Facial Expressions in Sign Language: Towards an Inclusive Communication Experience
Maria Eduarda De Araújo CARDOSO; Sarajane Marques PERES; Fernando A FREITAS; Felipe Venâncio BARBOSA; Clodoaldo A M LIMA et al
53rd Hawaii International Conference on System Sciences
ISBN 978-0-9981331
|
SH
Linguistics and Language
|
| 2020 |
Trabalho em evento |
OvNMTF Algorithm: an Overlapping Non-Negative Matrix Tri-Factorization for Coclustering
Waldyr Lourenço De Freitas JUNIOR; Sarajane Marques PERES; Valdinei FREIRE; Lucas BRUNIALTI
International Joint Conference on Neural Networks (IJCNN)
ISBN 9781728169262
|
PS
Artificial Intelligence
|
| 2020 |
Trabalho em evento |
Systematic study on dimensionality reduction in the gesture phase segmentation problem
Victor Gomes De Oliveira Martins NICOLA; Renata Cristina Barros MADEO; Sarajane Marques PERES
International Joint Conference on Neural Networks (IJCNN)
ISBN 9781728169262
|
LS
Neuroscience (miscellaneous)
|
| 2020 |
Trabalho em evento |
Abrindo mentes com a computação desplugada: uma experiência com meninas de oitavo e nono anos
Julia PASSOS; Karina HUH; Lais CAVALHEIRO; Yasmin GONÇALVES; Marcelo Medeiros ELER et al
WOMEN IN INFORMATION TECHNOLOGY (WIT 2020)
|
SH
Linguistics and Language
|