Sarajane Marques Peres

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Marcelo FantinatoAssociate Professor at University of São PauloVerified email at usp.br
Clodoaldo Aparecido de Moraes LimaProfessor de Sistema de Informação, Escola de Artes, Ciências e Humanidades - EACH , Universidade deVerified email at usp.br
Renata Cristina Barros MadeoUniversidade de São PauloVerified email at usp.br
Clodis BoscarioliProfessor de Ciência da Computação, Universidade Estadual do Oeste do ParanáVerified email at unioeste.br
Patrick C. K. HungOntario Tech UniversityVerified email at ontariotechu.ca
Thais Rodrigues NeubauerUniversidade de São PauloVerified email at usp.br
Fernando A. FreitasProfessor de Libras, Instituto Federal de São PauloVerified email at ifsp.edu.br
Ana Rocio Cardenas MaitaUniversity of Sao PauloVerified email at usp.br
Shih-Chia Huang (黃士嘉)Professor of Electronic Engineering at National Taipei University of TechnologyVerified email at mail.ntut.edu.tw
Valdinei Freire da SilvaProfessor de Sistemas de Informação, Universidade de São PauloVerified email at usp.br
Hajo A. ReijersProfessor of Computer Science, Utrecht University & Eindhoven University of TechnologyVerified email at uu.nl
Helton Hideraldo BíscaroProfessor de Sistemas de Informação da universidade de São Paulo Verified email at usp.br
Daniel Moura Martins da CostaUniversidade de São PauloVerified email at usp.br
Felipe Gustavo Silva TeodoroEscola de Artes Ciências e Humanidades - Universidade de São PauloVerified email at usp.br
Daniel Baptista DiasDoctorate candidate in Computer Science, University of São PauloVerified email at ime.usp.br
Anarosa Alves Franco BrandãoProfessor Doutor, Engenharia de Computação, Universidade de São PauloVerified email at usp.br
Felipe Venâncio BarbosaUniversidade de São PauloVerified email at usp.br
Lucas BrunialtiUniversity of São PauloVerified email at usp.br
Otávio de Paula AlbuquerquePhD Candidate at University of São PauloVerified email at usp.br
Fabio Gagliardi CozmanUniversidade de Sao PauloVerified email at usp.br

Sarajane Marques Peres

Associate Professor at University of São Paulo, Brazil

Verified email at usp.br - Homepage

Computational Intelligence Data Mining Process Mining Text Mining


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Introdução a Mineração de Dados: com aplicações em R LA Silva, SM Peres, C Boscarioli Elsevier, 2016	151	2016
Hand movement recognition for brazilian sign language: a study using distance-based neural networks DB Dias, RCB Madeo, T Rocha, HH Bíscaro, SM Peres Neural Networks, 2009. IJCNN 2009. International Joint Conference on, 697-704, 2009	128	2009
A systematic mapping study of process mining ARC Maita, LC Martins, CR López Paz, L Rafferty, PCK Hung, SM Peres, ... Enterprise Information Systems 12 (5), 505-549, 2018	85	2018
Gesture unit segmentation using support vector machines: segmenting gestures from rest positions RCB Madeo, CAM Lima, SM Peres Proceedings of the 28th Annual ACM Symposium on Applied Computing, 46-52, 2013	80	2013
Gesture phase segmentation using support vector machines RCB Madeo, SM Peres, CA de Moraes Lima Expert Systems with Applications 56, 100-115, 2016	53	2016
Process mining through artificial neural networks and support vector machines: a systematic literature review ARC Maita, LC Martins, CR López Paz, SM Peres, M Fantinato Business Process Management Journal 21 (6), 1391-1415, 2015	50	2015
Grammatical facial expressions recognition with machine learning F de Almeida Freitas, SM Peres, CA de Moraes Lima, FV Barbosa The Twenty-Seventh International Flairs Conference, 2014	50	2014
Towards a Privacy Rule Conceptual Model for Smart Toys L Rafferty, PCK Hung, M Fantinato, SM Peres, F Iqbal, SY Kuo, SC Huang Computing in Smart Toys, 85-102, 2017	46	2017
Gesture Unit Segmentation Using Spatial-Temporal Information and Machine Learning PK Wagner, SM Peres, RCB Madeo, CAM Lima, FA Freitas The Twenty-Seventh International Flairs Conference, 2014	35	2014
Aprendizado de máquina em sistemas de recomendação baseados em conteudo textual uma revisao sistematica LF Brunialti, V Freire, SM Peres, CAM Lima XI Brazilian Symposium on Information System. Goiania, GO: 2015Disponível em …, 2015	33*	2015
Experimenting with design thinking in requirements refinement for a learning management system M da Soledade Jr, R Freitas, S Peres, M Fantinato, R Steinbeck, U Araújo Anais do IX Simpósio Brasileiro de Sistemas de Informação, 182-193, 2013	32	2013
Feature selection for biometric recognition based on electrocardiogram signals FGS Teodoro, SM Peres, CAM Lima 2017 International Joint Conference on Neural Networks (IJCNN), 2911-2920, 2017	30	2017
Grammatical facial expression recognition in sign language discourse: a study at the syntax level FA Freitas, SM Peres, CAM Lima, FV Barbosa Information Systems Frontiers 19, 1243-1259, 2017	29	2017
Tutorial sobre Fuzzy-c-Means e Fuzzy Learning Vector Quantization: abordagens híbridas para tarefas de agrupamento e classificação SM Peres, T Rocha, HH Bíscaro, RCB Madeo, C Boscarioli Revista de Informática Teórica e Aplicada 19 (1), 120-163, 2012	25	2012
Concept drift detection and localization in process mining: an integrated and efficient approach enabled by trace clustering RG de Sousa, SM Peres, M Fantinato, HA Reijers Proceedings of the 36th Annual ACM Symposium on Applied Computing, 364-373, 2021	21	2021
Classification of electromyography signals using relevance vector machines and fractal dimension CAM Lima, ALV Coelho, RCB Madeo, SM Peres Neural Computing and Applications 27 (3), 791-804, 2016	21	2016
A committee machine implementing the pattern recognition module for fingerspelling applications RCB Madeo, SM Peres, HH Bíscaro, DB Dias, C Boscarioli Proceedings of the 2010 ACM Symposium on Applied Computing, 954-958, 2010	20	2010
Effects of social robots on depressive symptoms in older adults: a scoping review BS Araujo, M Fantinato, S Marques Peres, RC Melo, SST Batistoni, ... Library Hi Tech 40 (5), 1108-1126, 2022	18	2022
Face recognition using Support Vector Machine and multiscale directional image representation methods: A comparative study DMM Da Costa, SM Peres, CAM Lima, P Mustaro 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015	18	2015
A REVIEW OF TEMPORAL ASPECTS OF HAND GESTURE ANALYSIS APPLIED TO DISCOURSE ANALYSIS AND NATURAL CONVERSATION RCB Madeo, PK Wagner, SM Peres	18	2013

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