Sarajane Marques Peres

According to our database, Sarajane Marques Peres authored at least 97 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Antonio Carlos Meira Neto, Rafael Gaspar de Sousa, Marcelo Fantinato, Sarajane Marques Peres

SN Comput. Sci., January, 2024

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

Rafael Gaspar de Sousa, Antonio Carlos Meira Neto, Marcelo Fantinato, Sarajane Marques Peres, Hajo Alexander Reijers

Data Knowl. Eng., January, 2024

Introduction to the Minitrack on Social Robots - Robotics and Toy Computing.

Shih-Chia Huang, Patrick Hung, Sarajane Marques Peres

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

A Preliminary Design of Privacy Ontology for Smart Toys.

Otávio de Paula Albuquerque, Farkhund Iqbal, Patrick Hung, Marcelo Fantinato, Sarajane Marques Peres

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

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

Inf. Syst., October, 2023

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

Marcia Tavares Garcia, Marina Macedo Nunes, Marcelo Fantinato, Sarajane Marques Peres, Lucinéia Heloisa Thom

Inf. Syst., June, 2023

Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change.

Paulo Pirozelli, Marcos Menon José, Igor Cataneo Silveira, Flávio Nakasato Cação, Sarajane M. Peres, Anarosa A. F. Brandão, Anna H. R. Costa, Fábio Gagliardi Cozman

CoRR, 2023

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

Thais Rodrigues Neubauer, Jari Peeperkorn, Sarajane Marques Peres, Jochen De Weerdt, Marcelo Fantinato

Proceedings of the International Conference on Machine Learning and Applications, 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

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

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

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Allocating Dynamic and Finite Resources to a Set of Known Tasks.

João da Silva, Sarajane Marques Peres, Daniel Cordeiro, Valdinei Freire

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

Leveraging Sign Language Processing with Formal SignWriting and Deep Learning Architectures.

Fernando de Almeida Freitas, Sarajane Marques Peres, Otávio de Paula Albuquerque, Marcelo Fantinato

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

Gesture Phase Segmentation Dataset: An Extension for Development of Gesture Analysis Models.

Raúl A. Sánchez-Ancajima, Sarajane Marques Peres, Javier A. López-Céspedes, José L. Saly-Rosas-Solano, Ronald M. Hernández, Miguel A. Saavedra-López

J. Internet Serv. Inf. Secur., November, 2022

Recommendations for a smart toy parental control tool.

Otávio de Paula Albuquerque, Marcelo Fantinato, Patrick C. K. Hung, Sarajane Marques Peres, Farkhund Iqbal, Umair Rehman, Muhammad Umair Shah

J. Supercomput., 2022

Effects of social robots on depressive symptoms in older adults: a scoping review.

Bruno Sanchez de Araujo, Marcelo Fantinato, Sarajane Marques Peres, Ruth Caldeira de Melo, Samila Sathler Tavares Batistoni, Meire Cachioni, Patrick C. K. Hung

Libr. Hi Tech, 2022

The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory.

Paulo Pirozelli, Ais B. R. Castro, Ana Luiza C. de Oliveira, André Seidel Oliveira, Flávio Nakasato Cação, Igor Cataneo Silveira, João G. M. Campos, Laura C. Motheo, Leticia F. Figueiredo, Lucas Francisco Amaral Orosco Pellicer, Marcelo A. José, Marcos Menon José, Pedro de M. Ligabue, Ricardo S. Grava, Rodrigo M. Tavares, Vinícius B. Matos, Yan V. Sym, Anna H. R. Costa, Anarosa A. F. Brandão, Denis Deratani Mauá, Fábio Gagliardi Cozman, Sarajane M. Peres

CoRR, 2022

Context-Aware Completion Time Prediction for Business Process Monitoring.

Renato Marinho Alves, Luciana Barbieri, Kleber Stroeh, Sarajane Marques Peres, Edmundo Roberto Mauro Madeira

Proceedings of the Information Systems and Technologies, 2022

Interactive Trace Clustering to Enhance Incident Completion Time Prediction in Process Mining.

Thais Rodrigues Neubauer, Alexandre Gastaldi Lopes Fernandes, Marcelo Fantinato, Sarajane Marques Peres

Proceedings of the Joint Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and the 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022), 2022

Impact of Non-Fitting Cases for Remaining Time Prediction in a Multi-Attribute Process-Aware Method.

Alexandre Gastaldi Lopes Fernandes, Thais Rodrigues Neubauer, Marcelo Fantinato, Sarajane Marques Peres

Proceedings of the Joint Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and the 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022), 2022

Clustering Analysis and Frequent Pattern Mining for Process Profile Analysis: An Exploratory Study for Object-Centric Event Logs.

Elio Ribeiro Faria Junior, Thais Rodrigues Neubauer, Marcelo Fantinato, Sarajane Marques Peres

Proceedings of the Process Mining Workshops, 2022

BlabKG: a Knowledge Graph for the Blue Amazon.

Pedro de M. Ligabue, Anarosa Alves Franco Brandão, Sarajane Marques Peres, Fábio Gagliardi Cozman, Paulo Pirozelli

Proceedings of the IEEE International Conference on Knowledge Graph, 2022

Getting to Know and Interacting with the Social Robot Zenbo™: An Exploratory Study with Brazilian Older Adults.

Bruno Sanchez de Araujo, João Victor F. Araujo, Marcelo Fantinato, Meire Cachioni, Otávio H. Riga, Otávio de Paula Albuquerque, Pedro Augusto S. Giorgi, Ruth C. Melo, Samila Sathler Tavares Batistoni, Sarajane M. Peres, Patrick C. K. Hung

Proceedings of the IEEE Games, Entertainment, Media Conference, 2022

To Answer or Not to Answer? Filtering Questions for QA Systems.

Paulo Pirozelli, Anarosa A. F. Brandão, Sarajane M. Peres, Fábio Gagliardi Cozman

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

Resource Allocation Optimization in Business Processes Supported by Reinforcement Learning and Process Mining.

Thais Rodrigues Neubauer, Valdinei Freire da Silva, Marcelo Fantinato, Sarajane Marques Peres

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

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, João Paulo Cândia Veiga, Rubens Beçak, Laura Camargo

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

A Review on the Integration of Deep Learning and Service-Oriented Architecture.

Marcelo Fantinato, Sarajane Marques Peres, Eleanna Kafeza, Dickson K. W. Chiu, Patrick C. K. Hung

J. Database Manag., 2021

Is My Classroom Flipped? Using Process Mining to Avoid Subjective Perception.

José Francisco dos Santos Neto, Sarajane Marques Peres, Paulo Correia, Marcelo Fantinato

eLearn Mag., 2021

Interactive clustering: a scoping review.

Thais Neubauer, Sarajane Marques Peres, Marcelo Fantinato, Xixi Lu, Hajo A. Reijers

Artif. Intell. Rev., 2021

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 Alexander Reijers

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

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, Marcelo Fantinato, Sarajane Marques Peres, Julio Trecenti, Renata Hirota

Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021

Business process analysis based on anomaly detection in event logs: a study on an incident management case.

Esther Maria Rojas Krugger, Ana Rocío Cárdenas Maita, Juliana Cristina Barbosa Alves, Marcelo Fantinato, Sarajane Marques Peres

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

X-Processes: Discovering More Accurate Business Process Models with a Genetic Algorithms Method.

Marcelo Fantinato, Sarajane Marques Peres, Hajo A. Reijers

Proceedings of the 25th IEEE International Enterprise Distributed Object Computing Conference, 2021

Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean.

André F. A. Paschoal, Paulo Pirozelli, Valdinei Freire, Karina Valdivia Delgado, Sarajane M. Peres, Marcos Menon José, Flávio Nakasato Cação, André Seidel Oliveira, Anarosa A. F. Brandão, Anna H. R. Costa, Fábio Gagliardi Cozman

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Visualization for enabling human-in-the-loop in trace clustering-based process mining tasks.

Thais Rodrigues Neubauer, Glaucia Pamponet Sobrinho, Marcelo Fantinato, Sarajane Marques Peres

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

A Study of Parental Control Requirements for Smart Toys.

Otávio de Paula Albuquerque, Marcelo Fantinato, Marcelo M. Eler, Sarajane M. Peres, Patrick C. K. Hung

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Systematic study on dimensionality reduction in the gesture phase segmentation problem.

Victor G. O. M. Nicola, Renata C. B. Madeo, Sarajane M. Peres

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

OvNMTF Algorithm: an Overlapping Non-Negative Matrix Tri-Factorization for Coclustering.

Waldyr Lourenco de Freitas, Sarajane M. Peres, Valdinei Freire, Lucas Fernandes Brunialti

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Feasibility Study for an Automatic Architecture for Pothole Detection in Asphalt Images: a Trade-off between Performance and Quality.

Leonardo de Abreu Schmidt, Marcia Pasin, Sarajane Marques Peres

Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

Introduction to the Minitrack on Machine Learning, Robotic, and Toy Computing.

Shih-Chia Huang, Patrick Hung, Sarajane Marques Peres

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Automatic Segmentation of Grammatical Facial Expressions in Sign Language: Towards an Inclusive Communication Experience.

Maria Eduarda de Araújo Cardoso, Sarajane Marques Peres, Fernando de Almeida Freitas, Felipe Venância Barbosa, Clodoaldo Aparecido de Moraes Lima, Patrick Hung

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

2019

Incident management process enriched event log.

Claudio Aparecido Lira do Amaral, Marcelo Fantinato, Sarajane M. Peres

Dataset, July, 2019

Biclustering and coclustering: concepts, algorithms and viability for text mining.

Alexandra Katiuska Ramos Diaz, Sarajane Marques Peres

RITA, 2019

Effect of Item Representation and Item Comparison Models on Metrics for Surprise in Recommender Systems.

Andre Paulino de Lima, Sarajane Marques Peres

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

A Service-Oriented Architecture for Generating Sound Process Descriptions.

Thanner Soares Silva, Diego Toralles Avila, Jean Ampos Flesch, Sarajane Marques Peres, Jan Mendling, Lucinéia Heloisa Thom

Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Conference, 2019

2018

A systematic mapping study of process mining.

Ana Rocío Cárdenas Maita, Lucas Corrêa Martins, Carlos Ramón López Paz, Laura Rafferty, Patrick C. K. Hung, Sarajane Marques Peres, Marcelo Fantinato

Enterp. Inf. Syst., 2018

Limits to Surprise in Recommender Systems.

Andre Paulino de Lima, Sarajane Marques Peres

CoRR, 2018

Guest Editorial Preface Deep Learning, Ubiquitous, and Toy Computing.

Alvaro Joffre Uribe, Patrick C. K. Hung, Shih-Chia Huang, Sarajane Marques Peres

Comput. Entertain., 2018

Comparative study of subspace-based techniques in the task of partially occluded reconstruction of faces.

Jonas Mendonça Targino, Sarajane Marques Peres, Clodoaldo Ap. M. Lima

Proceedings of the XIV Brazilian Symposium on Information Systems, 2018

Computational Intelligence and Adaptation in VANETs: Current Research and New Perspectives.

Marcia Pasin, Amal El Fallah Seghrouchni, Assia Belbachir, Sarajane Marques Peres, Anarosa Alves Franco Brandão

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Exploring Coclustering for Serendipity Improvement in Content-Based Recommendation.

Andrei Martins Silva, Fernando Henrique da Silva Costa, Alexandra Katiuska Ramos Diaz, Sarajane Marques Peres

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Multidimensional Representations for the Gesture Phase Segmentation Problem - An Exploratory Study using Multilayer Perceptrons.

Ricardo A. Feitosa, Jallysson M. Rocha, Clodoaldo Ap. M. Lima, Sarajane Marques Peres

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Introduction to the Minitrack on Deep Learning, Ubiquitous and Toy Computing.

Patrick Hung, Shih-Chia Huang, Sarajane Marques Peres

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Enhancing Completion Time Prediction Through Attribute Selection.

Claudio Aparecido Lira do Amaral, Marcelo Fantinato, Hajo A. Reijers, Sarajane Marques Peres

Proceedings of the Information Technology for Management: Emerging Research and Applications, 2018

Attribute Selection with Filter and Wrapper: An Application on Incident Management Process.

Claudio Aparecido Lira do Amaral, Marcelo Fantinato, Sarajane Marques Peres

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Discovery of Unstructured Business Processes Through Genetic Algorithms Using Activity Transitions-Based Completeness and Precision.

Gabriel L. C. Da Silva, Marcelo Fantinato, Sarajane Marques Peres, Hajo A. Reijers

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Studies in automated hand gesture analysis: an overview of functional types and gesture phases.

Renata C. B. Madeo, Clodoaldo Ap. M. Lima, Sarajane Marques Peres

Lang. Resour. Evaluation, 2017

Grammatical facial expression recognition in sign language discourse: a study at the syntax level.

Fernando de Almeida Freitas, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Felipe Venâncio Barbosa

Inf. Syst. Frontiers, 2017

Data Mining using Naive Bayes classifier: an application in short news.

Thais Neubauer, Sarajane M. Peres

Proceedings of the 13th Brazilian Symposium on Information Systems, 2017

Feature selection for biometrie recognition based on electrocardiogram signals.

Felipe Gustavo Silva Teodoro, Sarajane Marques Peres, Clodoaldo Ap. M. Lima

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Symbolic representations of time series applied to biometric recognition based on ECG signals.

Henrique dos Santos Passos, Felipe Gustavo Silva Teodoro, Bruno Matarazzo Duru, Edenilton Lima de Oliveira, Sarajane Marques Peres, Clodoaldo Ap. M. Lima

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Mining unstructured processes: An exploratory study on a distance learning domain.

Ana Rocío Cárdenas Maita, Marcelo Fantinato, Sarajane Marques Peres, Lucinéia Heloisa Thom, Patrick C. K. Hung

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Towards a Privacy Rule Conceptual Model for Smart Toys.

Laura Rafferty, Patrick Hung, Marcelo Fantinato, Sarajane Marques Peres, Farkhund Iqbal, Sy-Yen Kuo, Shih-Chia Huang

Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

The BinOvNMTF Algorithm: Overlapping Columns Co-clustering Based on Non-negative Matrix Tri-factorization.

Lucas Fernandes Brunialti, Sarajane Marques Peres, Valdinei Freire da Silva, Clodoaldo Aparecido de Moraes Lima

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016

Classification of electromyography signals using relevance vector machines and fractal dimension.

Clodoaldo Ap. M. Lima, André L. V. Coelho, Renata C. B. Madeo, Sarajane Marques Peres

Neural Comput. Appl., 2016

Gesture phase segmentation using support vector machines.

Renata Cristina Barros Madeo, Sarajane Marques Peres, Clodoaldo Aparecido de Moraes Lima

Expert Syst. Appl., 2016

Fusão de Face e Forma de Andar para Reconhecimento Biométrico: Revisão Sistemática de Literatura [Fusion of Face and Gait for Biometric Recognition: Systematic Literature Review].

Edenilton L. Oliveira, Clodoaldo Ap. M. Lima, Sarajane M. Peres

Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016

Representação de Gestos em Análise Sintática: uma Revisão Sistemática da Literatura [Representation of Gestures in Syntactic Analysis: a Systematic Literature Review].

Ricardo A. Feitosa, Sarajane M. Peres, Clodoaldo Ap. M. Lima

Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016

2015

Process mining through artificial neural networks and support vector machines: A systematic literature review.

Ana Rocío Cárdenas Maita, Lucas Corrêa Martins, Carlos Ramón López Paz, Sarajane Marques Peres, Marcelo Fantinato

Bus. Process. Manag. J., 2015

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].

Caue R. do Prado, Sarajane Marques Peres, Marcelo Fantinato

Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015

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].

Daniel M. M. da Costa, Henrique dos Santos Passos, Sarajane Marques Peres, Clodoaldo Ap. M. Lima

Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015

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].

Lucas Fernandes Brunialti, Sarajane Marques Peres, Valdinei Freire, Clodoaldo Ap. M. Lima

Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015

Face recognition using Support Vector Machine and multiscale directional image representation methods: A comparative study.

Daniel M. M. da Costa, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Pollyana Notargiacomo Mustaro

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Grammatical Facial Expressions.

Fernando de Almeida Freitas, Felipe Venâncio Barbosa, Sarajane Marques Peres

Dataset, October, 2014

Gesture Phase Segmentation.

Renata C. B. Madeo, Priscilla Koch Wagner, Sarajane Marques Peres

Dataset, June, 2014

Gesture Unit Segmentation Using Spatial-Temporal Information and Machine Learning.

Priscilla Koch Wagner, Sarajane Marques Peres, Renata Cristina Barros Madeo, Clodoaldo Aparecido de Moraes Lima, Fernando de Almeida Freitas

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Grammatical Facial Expressions Recognition with Machine Learning.

Fernando de Almeida Freitas, Sarajane Marques Peres, Clodoaldo Aparecido de Moraes Lima, Felipe Venâncio Barbosa

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

2013

Complementando o Aprendizado em Programação: Revisitando Experiências no Curso de Sistemas de Informação da USP.

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

Braz. J. Inf. Syst., 2013

A Review of Temporal Aspects of Hand Gesture Analysis Applied to Discourse Analysis and Natural Conversation.

Renata Cristina Barros Madeo, Priscilla Koch Wagner, Sarajane Marques Peres

CoRR, 2013

Experimentando o Design Thinking no refinamento de requisitos para um sistema de gerenciamento de aprendizado.

Marcos da Soledade Jr, Ricardo Freitas, Sarajane M. Peres, Marcelo Fantinato, Reinhold Steinbeck, Ulisses Araújo

Proceedings of the 9th Brazilian Symposium on Information Systems, 2013

Gesture unit segmentation using support vector machines: segmenting gestures from rest positions.

Renata C. B. Madeo, Clodoaldo Ap. M. Lima, Sarajane Marques Peres

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Camera calibration for sport images: Using a modified RANSAC-based strategy and genetic algorithms.

Helton Hideraldo Bíscaro, Sarajane Marques Peres, Waldyr Lourenco de Freitas

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Tutorial sobre Fuzzy-c-Means e Fuzzy Learning Vector Quantization: Abordagens Híbridas para Tarefas de Agrupamento e Classificação.

Sarajane Marques Peres, Thiago Rocha, Helton Hideraldo Bíscaro, Renata Cristina Barros Madeo, Clodis Boscarioli

RITA, 2012

A Review on Temporal Reasoning Using Support Vector Machines.

Renata C. B. Madeo, Clodoaldo Ap. M. Lima, Sarajane Marques Peres

Proceedings of the 19th International Symposium on Temporal Representation and Reasoning, 2012

Uma Ferramenta para Construção de Conjuntos de Dados de Referência para Sistemas de Análise de Gestos Baseados em Imagens.

Priscilla Koch Wagner, Guilherme Oliveira Borges, Renata C. B. Madeo, Sarajane M. Peres

Proceedings of the 8th Brazilian Symposium on Information Systems, 2012

Complementando o Aprendizado em Programação: Experiências no Curso de Sistemas de Informação da USP.

Luciano A. Digiampietri, Sarajane M. Peres, Fábio Nakano, Norton Trevisan Roman, Bárbara B. C. Silva, Beatriz Tomazela Teodoro, Douglas F. P. da Silva Jr., Guilherme Vinícius Alvez Pereira, Guilherme Oliveira Borges, Gustavo Ruggeri Pereira, Marcelo Ventura dos Santos, Maruscia Baklizky, Priscilla Koch Wagner, Vitor A. Barros

Proceedings of the 8th Brazilian Symposium on Information Systems, 2012

Legibilidade em Dados Abertos: uma Experiência com os Dados da Câmara Municipal de São Paulo.

Fernanda C. Bico, Leandro N. Trindade, Roberto A. R. Caracciolo Jr., Ronaldo J. S. Paiva Jr., Sarajane M. Peres

Proceedings of the 8th Brazilian Symposium on Information Systems, 2012

Hybrid architecture for gesture recognition: Integrating fuzzy-connectionist and heuristic classifiers using fuzzy syntactical strategy.

Renata C. B. Madeo, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Clodis Boscarioli

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Applying a contest to improve learning in the information systems development - An interdisciplinary and extracurricular approach.

Marcelo Fantinato, Marcos Lordello Chaim, Marcelo Morandini, Sarajane Marques Peres, Esteban Fernández Tuesta

Informatics Educ., 2011

2010

A committee machine implementing the pattern recognition module for fingerspelling applications.

Renata C. B. Madeo, Sarajane Marques Peres, Helton Hideraldo Bíscaro, Daniel B. Dias, Clodis Boscarioli

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Gesture recognition for fingerspelling applications: an approach based on sign language cheremes.

Renata C. B. Madeo, Sarajane Marques Peres, Daniel B. Dias, Clodis Boscarioli

Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010

2009

Libras Movement.

Daniel B. Dias, Sarajane Marques Peres, Helton Bscaro

Dataset, August, 2009

Hand movement recognition for Brazilian Sign Language: A study using distance-based neural networks.

Daniel B. Dias, Renata C. B. Madeo, Thiago Rocha, Helton Hideraldo Bíscaro, Sarajane Marques Peres

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

The Meaningful Fractal Fuzzy Dimension applied to the design of self organizing maps.

Sarajane Marques Peres, Márcio Luiz De Andrade Netto

Proceedings of the International Joint Conference on Neural Networks, 2008

Self Organizing Maps and bit signature: A study applied on signal language recognition.

Marrony N. Neris, Alexandre J. Silva, Sarajane Marques Peres, Franklin César Flores

Proceedings of the International Joint Conference on Neural Networks, 2008

2006

Topological dimension and self organizing maps.

Sarajane Marques Peres

PhD thesis, 2006

LIBRAS Signals Recognition: a study with Learning Vector Quantization and Bit Signature.

Sarajane Marques Peres, Franklin César Flores, Denise Veronez, Carlos José M. Olguín

Proceedings of the SBRN 2006, 2006

2004

A Fractal Fuzzy Approach to Clustering Tendency Analysis.

Sarajane Marques Peres, Márcio Luiz De Andrade Netto

Proceedings of the Advances in Artificial Intelligence - SBIA 2004, 17th Brazilian Symposium on Artificial Intelligence, São Luis, Maranhão, Brazil, September 29, 2004