Sarajane Marques Peres

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 63

Top Venues

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

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)
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)
Shih-Chia Huang, Patrick Hung, Sarajane Marques Peres
Introduction to the Minitrack on Social Robots - Robotics and Toy Computing. HICSS (2024)
Patrick Hung, Shih-Chia Huang, Sarajane Marques Peres
Introduction to the Minitrack on Social Robots - Robotics and Toy Computing. 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)
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)
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)
João da Silva, Sarajane Marques Peres, Daniel Cordeiro, Valdinei Freire
Allocating Dynamic and Finite Resources to a Set of Known Tasks. BRACIS (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)
Rodrigo Brandão, Cristina Oliveira, Sarajane Marques Peres, Leôncio da Silva Junior, Marco Papp, João Paulo Cândia Veiga, Rubens Beçak, Laura Camargo
Artificial Intelligence, Algorithmic Transparency and Public Policies: The Case of Facial Recognition Technologies in the Public Transportation System of Large Brazilian Municipalities. BRACIS (1) (2022)
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)
Raúl A. Sánchez-Ancajima, Sarajane Marques Peres, Javier A. López-Céspedes, José L. Saly-Rosas-Solano, Ronald M. Hernández, Miguel A. Saavedra-López
Gesture Phase Segmentation Dataset: An Extension for Development of Gesture Analysis Models. J. Internet Serv. Inf. Secur. 12 (4) (2022)
Pedro de M. Ligabue, Anarosa Alves Franco Brandão, Sarajane Marques Peres, Fábio Gagliardi Cozman, Paulo Pirozelli
BlabKG: a Knowledge Graph for the Blue Amazon. ICKG (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)
Renato Marinho Alves, Luciana Barbieri, Kleber Stroeh, Sarajane Marques Peres, Edmundo Roberto Mauro Madeira
Context-Aware Completion Time Prediction for Business Process Monitoring. WorldCIST (2) (2022)
Sarajane Marques Peres, Shih-Chia Huang, Patrick Hung
Introduction to the Minitrack on Social Robots - Robotics and Toy Computing. HICSS (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)
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)
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)
Patrick Hung, Sarajane Marques Peres, Shih-Chia Huang
Introduction to the Minitrack on Social Robots - Robotics and Toy Computing. HICSS (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)
Shih-Chia Huang, Patrick Hung, Sarajane Marques Peres
Introduction to the Minitrack on Machine Learning, Robotic, and Toy Computing. HICSS (2020)
Leonardo de Abreu Schmidt, Marcia Pasin, Sarajane Marques Peres
Feasibility Study for an Automatic Architecture for Pothole Detection in Asphalt Images: a Trade-off between Performance and Quality. ICCP (2020)
Maria Eduarda de Araújo Cardoso, Sarajane Marques Peres, Fernando de Almeida Freitas, Felipe Venância Barbosa, Clodoaldo Aparecido de Moraes Lima, Patrick Hung
Automatic Segmentation of Grammatical Facial Expressions in Sign Language: Towards an Inclusive Communication Experience. HICSS (2020)
Alexandra Katiuska Ramos Diaz, Sarajane Marques Peres
Biclustering and coclustering: concepts, algorithms and viability for text mining. RITA 26 (2) (2019)
Thanner Soares Silva, Diego Toralles Avila, Jean Ampos Flesch, Sarajane Marques Peres, Jan Mendling, Lucinéia Heloisa Thom
A Service-Oriented Architecture for Generating Sound Process Descriptions. EDOC (2019)
Andre Paulino de Lima, Sarajane Marques Peres
Effect of Item Representation and Item Comparison Models on Metrics for Surprise in Recommender Systems. ICEIS (1) (2019)
Patrick Hung, Shih-Chia Huang, Sarajane Marques Peres
Introduction to the Minitrack on Machine Learning, Robotic, and Toy Computing. HICSS (2019)
Alvaro Joffre Uribe, Patrick C. K. Hung, Shih-Chia Huang, Sarajane Marques Peres
Guest Editorial Preface Deep Learning, Ubiquitous, and Toy Computing. Comput. Entertain. 16 (2) (2018)
Andrei Martins Silva, Fernando Henrique da Silva Costa, Alexandra Katiuska Ramos Diaz, Sarajane Marques Peres
Exploring Coclustering for Serendipity Improvement in Content-Based Recommendation. IDEAL (1) (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)
Andre Paulino de Lima, Sarajane Marques Peres
Limits to Surprise in Recommender Systems. CoRR (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)
Jonas Mendonça Targino, Sarajane Marques Peres, Clodoaldo Ap. M. Lima
Comparative study of subspace-based techniques in the task of partially occluded reconstruction of faces. SBSI (2018)
Patrick Hung, Shih-Chia Huang, Sarajane Marques Peres
Introduction to the Minitrack on Deep Learning, Ubiquitous and Toy Computing. HICSS (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)
Marcia Pasin, Amal El Fallah Seghrouchni, Assia Belbachir, Sarajane Marques Peres, Anarosa Alves Franco Brandão
Computational Intelligence and Adaptation in VANETs: Current Research and New Perspectives. IJCNN (2018)
Ricardo A. Feitosa, Jallysson M. Rocha, Clodoaldo Ap. M. Lima, Sarajane Marques Peres
Multidimensional Representations for the Gesture Phase Segmentation Problem - An Exploratory Study using Multilayer Perceptrons. ICAART (2) (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)
Felipe Gustavo Silva Teodoro, Sarajane Marques Peres, Clodoaldo Ap. M. Lima
Feature selection for biometrie recognition based on electrocardiogram signals. IJCNN (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)
Lucas Fernandes Brunialti, Sarajane Marques Peres, Valdinei Freire da Silva, Clodoaldo Aparecido de Moraes Lima
The BinOvNMTF Algorithm: Overlapping Columns Co-clustering Based on Non-negative Matrix Tri-factorization. BRACIS (2017)
Henrique dos Santos Passos, Felipe Gustavo Silva Teodoro, Bruno Matarazzo Duru, Edenilton Lima de Oliveira, Sarajane Marques Peres, Clodoaldo Ap. M. Lima
Symbolic representations of time series applied to biometric recognition based on ECG signals. IJCNN (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)
Renata C. B. Madeo, Clodoaldo Ap. M. Lima, Sarajane Marques Peres
Studies in automated hand gesture analysis: an overview of functional types and gesture phases. Lang. Resour. Evaluation 51 (2) (2017)
Fernando de Almeida Freitas, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Felipe Venâncio Barbosa
Grammatical facial expression recognition in sign language discourse: a study at the syntax level. Inf. Syst. Frontiers 19 (6) (2017)
Renata Cristina Barros Madeo, Sarajane Marques Peres, Clodoaldo Aparecido de Moraes Lima
Gesture phase segmentation using support vector machines. Expert Syst. Appl. 56 (2016)
Clodoaldo Ap. M. Lima, André L. V. Coelho, Renata C. B. Madeo, Sarajane Marques Peres
Classification of electromyography signals using relevance vector machines and fractal dimension. Neural Comput. Appl. 27 (3) (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)
Daniel M. M. da Costa, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Pollyana Notargiacomo Mustaro
Face recognition using Support Vector Machine and multiscale directional image representation methods: A comparative study. IJCNN (2015)
Lucas Fernandes Brunialti, Sarajane Marques Peres, Valdinei Freire, Clodoaldo Ap. M. Lima
Aprendizado de Máquina em Sistemas de Recomendação Baseados em Conteúdo Textual: Uma Revisão Sistemática [Machine Learning in Textual Content-Based Recommendation Systems: A Systematic Review]. SBSI (2015)
Daniel M. M. da Costa, Henrique dos Santos Passos, Sarajane Marques Peres, Clodoaldo Ap. M. Lima
Um estudo comparativo das estratégias de fusão no nível de característica para Sistemas Biométricos Multimodais baseados em face e íris [A comparative study of feature level fusion strategies for Multimodal Biometric Systems based on Face and Iris]. SBSI (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)
Fernando de Almeida Freitas, Sarajane Marques Peres, Clodoaldo Aparecido de Moraes Lima, Felipe Venâncio Barbosa
Grammatical Facial Expressions Recognition with Machine Learning. FLAIRS Conference (2014)
Priscilla Koch Wagner, Sarajane Marques Peres, Renata Cristina Barros Madeo, Clodoaldo Aparecido de Moraes Lima, Fernando de Almeida Freitas
Gesture Unit Segmentation Using Spatial-Temporal Information and Machine Learning. FLAIRS Conference (2014)
Renata C. B. Madeo, Clodoaldo Ap. M. Lima, Sarajane Marques Peres
Gesture unit segmentation using support vector machines: segmenting gestures from rest positions. SAC (2013)
Renata Cristina Barros Madeo, Priscilla Koch Wagner, Sarajane Marques Peres
A Review of Temporal Aspects of Hand Gesture Analysis Applied to Discourse Analysis and Natural Conversation. CoRR (2013)
Luciano Antônio Digiampietri, Sarajane Marques Peres, Fábio Nakano, Norton Trevisan Roman, Priscilla Koch Wagner, Bárbara Barbosa Claudino da Silva, Beatriz Tomazela Teodoro, Douglas Fernandes Pereira Da Silva Jr., Guilherme Vinícius Alvez Pereira, Guilherme Oliveira Borges, Gustavo Ruggeri Pereira, Marcelo Ventura dos Santos, Maruscia Baklizky, Vitor A. Barros
Complementando o Aprendizado em Programação: Revisitando Experiências no Curso de Sistemas de Informação da USP. Braz. J. Inf. Syst. 6 (2013)
Helton Hideraldo Bíscaro, Sarajane Marques Peres, Waldyr Lourenco de Freitas
Camera calibration for sport images: Using a modified RANSAC-based strategy and genetic algorithms. IEEE Congress on Evolutionary Computation (2013)
Renata C. B. Madeo, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Clodis Boscarioli
Hybrid architecture for gesture recognition: Integrating fuzzy-connectionist and heuristic classifiers using fuzzy syntactical strategy. IJCNN (2012)
Sarajane Marques Peres, Thiago Rocha, Helton Hideraldo Bíscaro, Renata Cristina Barros Madeo, Clodis Boscarioli
Tutorial sobre Fuzzy-c-Means e Fuzzy Learning Vector Quantization: Abordagens Híbridas para Tarefas de Agrupamento e Classificação. RITA 19 (1) (2012)
Renata C. B. Madeo, Clodoaldo Ap. M. Lima, Sarajane Marques Peres
A Review on Temporal Reasoning Using Support Vector Machines. TIME (2012)
Marcelo Fantinato, Marcos Lordello Chaim, Marcelo Morandini, Sarajane Marques Peres, Esteban Fernández Tuesta
Applying a contest to improve learning in the information systems development - An interdisciplinary and extracurricular approach. Informatics Educ. 10 (2) (2011)
Renata C. B. Madeo, Sarajane Marques Peres, Daniel B. Dias, Clodis Boscarioli
Gesture recognition for fingerspelling applications: an approach based on sign language cheremes. ASSETS (2010)
Renata C. B. Madeo, Sarajane Marques Peres, Helton Hideraldo Bíscaro, Daniel B. Dias, Clodis Boscarioli
A committee machine implementing the pattern recognition module for fingerspelling applications. SAC (2010)
Daniel B. Dias, Renata C. B. Madeo, Thiago Rocha, Helton Hideraldo Bíscaro, Sarajane Marques Peres
Hand movement recognition for Brazilian Sign Language: A study using distance-based neural networks. IJCNN (2009)
Marrony N. Neris, Alexandre J. Silva, Sarajane Marques Peres, Franklin César Flores
Self Organizing Maps and bit signature: A study applied on signal language recognition. IJCNN (2008)
Sarajane Marques Peres, Márcio Luiz De Andrade Netto
The Meaningful Fractal Fuzzy Dimension applied to the design of self organizing maps. IJCNN (2008)
Sarajane Marques Peres, Franklin César Flores, Denise Veronez, Carlos José M. Olguín
LIBRAS Signals Recognition: a study with Learning Vector Quantization and Bit Signature. SBRN (2006)
Sarajane Marques Peres, Márcio Luiz De Andrade Netto
A Fractal Fuzzy Approach to Clustering Tendency Analysis. SBIA (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sarajane Marques Peres