Publications

Publications (Google Scholar)

2023:

• BUENO, Y. R. G. M. ; NADAI, B. L. ; SCHAEFER, R. L. ; MALETZKE, A.G. . Armadilha inteligente para a captura e monitoramento de vetores de doenças usando inteligência artificial (EN: Quantifying Mosquitoes Using Smartphones and Artificial Intelligence). In: 9º EAICTI - Encontro Anual de Iniciação Científica, Tecnológica e Inovação: Mulheres na Ciência, 2023. Anais do 9º EAICTI - Encontro Anual de Iniciação Científica, Tecnológica e Inovação: Mulheres na Ciência, 2023.

• OJEDA, D. Z. ; MALETZKE, ANDRÉ G. . Quantificação de Sentimentos Aplicada A Review de Produtos (EN: Sentiment Quantification Applied to Product Reviews). In: 9º EAICTI - Encontro Anual de Iniciação Científica, Tecnológica e Inovação: Mulheres na Ciência, 2023. Anais do 9º EAICTI - Encontro Anual de Iniciação Científica, Tecnológica e Inovação: Mulheres na Ciência, 2023.

• ORTEGA, J. P. ; NADAI, B. L. ; MALETZKE, ANDRÉ G. . Quantificação de Mosquitos Usando Smartphones e Inteligência Artificial (EN: Quantifying Mosquitoes Using Smartphones and Artificial Intelligence). In: 9º EAICTI - Encontro Anual de Iniciação Científica, Tecnológica e Inovação: Mulheres na Ciência, 2023. Anais do 9º EAICTI - Encontro Anual de Iniciação Científica, Tecnológica e Inovação: Mulheres na Ciência, 2023.

2021:

• MALETZKE, ANDRÉ GUSTAVO; REIS, DENIS DOS ; HASSAN, WAQAR ; BATISTA, GUSTAVO . Accurately Quantifying under Score Variability. In: IEEE International Conference on Data Mining (ICDM), 2021, Auckland. Proceedings of the 2021 IEEE International Conference on Data Mining (ICDM), 2021. p. 1228-1233.

• HASSAN, WAQAR ; MALETZKE, ANDRÉ GUSTAVO ; BATISTA, GUSTAVO . Pitfalls in Quantification Assessment. In: International Workshop on Learning to Quantify: Methods and Applications, 2021, Queensland, Austrália. Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021. p. 1-10.

• NADAI, B. L. ; MALETZKE, ANDRÉ ; CORBI, J. J. ; BATISTA, GUSTAVO ; REISKIND, M. . The impact of body size on Aedes [ Stegomyia ] aegypti wingbeat frequency: implications for mosquito identification. Medical and Veterinary Entomology, v. XX, p. 1, 2021.

• NADAI, Barbara Lepretti de ; MOURA, Lídia ; MALETZKE, ANDRÉ GUSTAVO ; BATISTA, GUSTAVO E. A. P. A. ; CORBI, Juliano J. . TECNOLOGIA NO MONITORAMENTO AMBIENTAL DE MOSQUITOS TRANSMISSORES DE DOENÇAS: QUAIS SÃO OS DESAFIOS? UMA BREVE REVISÃO. INDICADORES BIOLÓGICOS DE QUALIDADE EM AMBIENTES AQUÁTICOS CONTINENTAIS: MÉTRICAS E RECORTES PARA ANÁLISES. 1ed.: RFB Editora, 2021.

2020:

• MALETZKE, ANDRÉ; HASSAN, WAQAR ; REIS, DENIS DOS ; BATISTA, GUSTAVO . The Importance of the Test Set Size in Quantification Assessment. In: TwentyNinth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence {IJCAIPRICAI20}, 2020, Yokohama. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence. California: International Joint Conferences on Artificial Intelligence Organization, 2020. p. 2640. link

• HASSAN, WAQAR ; MALETZKE, André Gustavo ; BATISTA, Gustavo E.A.P.A . Accurately Quantifying a Billion Instances per Second. In: IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2020, Sydney. 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA), 2020. p. 1-10. link

• SOUZA, VINICIUS M. A. ; DOS REIS, DENIS M. ; MALETZKE, ANDRÉ G. ; BATISTA, GUSTAVO E. A. P. A. . Challenges in benchmarking stream learning algorithms with real-world data. DATA MINING AND KNOWLEDGE DISCOVERY, v. 34, p. 1-54, 2020. link

2019:

• MALETZKE, ANDRÉ; DOS REIS, DENIS ; CHERMAN, EVERTON ; BATISTA, GUSTAVO . DyS: A Framework for Mixture Models in Quantification. Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, p. 4552-4560, 2019. link

• DOS REIS, DENIS ; MALETZKE, ANDRÉ ; CHERMAN, EVERTON ; BATISTA, GUSTAVO . One-Class Quantification. Lecture Notes in Computer Science. 1ed.: Springer International Publishing, 2019, v. , p. 273-289. link

• NADAI, B. L. ; MOURA, L. ; MALETZKE, ANDRÉ GUSTAVO ; BATISTA, GUSTAVO E. A. P. A. ; CORBI, J. J. . Variability of optical sensors used in the study and monitoring of Aedes aegypti mosquito. In: Congresso Brasileiro de Medicina Tropical, 2019, Belo Horizonte. Anais do Congresso Brasileiro de Medicina Tropical, 2019.

2018:

• MALETZKE, ANDRÉ G.; DOS REIS, DENIS M. ; BATISTA, GUSTAVO E. A. P. A. . Combining instance selection and self-training to improve data stream quantification. JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (IMPRESSO), v. 24, p. 12, 2018. link

• MOREIRA DOS REIS, DENIS; MALETZKE, ANDRÉ; SILVA, DIEGO F. ; BATISTA, GUSTAVO E. A. P. A.. Classifying and Counting with Recurrent Contexts. In: the 24th ACM SIGKDD International Conference, 2018, London. Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '18, 2018. p. 1983. link

• DOS REIS, DENIS M. ; MALETZKE, ANDRÉ G. ; BATISTA, GUSTAVO E. A. P. A. . Unsupervised context switch for classification tasks on data streams with recurrent concepts. In: the 33rd Annual ACM Symposium, 2018, Pau. Proceedings of the 33rd Annual ACM Symposium on Applied Computing - SAC '18, 2018. p. 518. link

• MALETZKE, André Gustavo; DOS REIS, DENIS M. ; CHERMAN, E. A. ; BATISTA, Gustavo E.A.P.A . On the Need of Class Ratio Insensitive Drift Tests for Data Streams. In: 2nd International Workshop on Learning with Imbalanced Domains: Theory and Applications on ECML/PKDD 2018, 2018, Dublin. JMLR: Workshop and Conference Proceedings, 2018.

• MALETZKE, André Gustavo; MILARE, C. ; NADAI, B. L. ; SAROLI, J. ; SINGH, S. ; CORBI, J. J. ; MAFRA-NETO, A. ; KEOGH, E. ; BATISTA, Gustavo E.A.P.A . Automatic insect recognition with optical sensors with variability of temperature and humidity. In: AMCA 84TH ANNUAL MEETING, 2018, Kansas City. Proceedings of the AMCA 84TH ANNUAL MEETING, 2018.

• JETSMEN, Z. ; MALETZKE, André Gustavo ; BATISTA, Gustavo E.A.P.A . Evaluation of pitch detection methods for insect classification. In: USP International Symposium of Undergraduate Research (SIICSUP), 2018, São Paulo. Proceedings of the XXVI USP International Symposium of Undergraduate Research, 2018.

• COELHO, B. ; MALETZKE, André Gustavo ; BATISTA, Gustavo E.A.P.A . Optimizing classifier parameters for insect datasets. In: USP International Symposium of Undergraduate Research (SIICUSP), 2018, São Paulo. Proceedings of the XXVI USP International Symposium of Undergraduate Research, 2018.

2017:

• MALETZKE, ANDRE G.; DOS REIS, DENIS M. ; BATISTA, GUSTAVO E.A.P.A. . Quantification in Data Streams: Initial Results. In: 2017 Brazilian Conference on Intelligent Systems (BRACIS), 2017, Uberlândia. 2017 Brazilian Conference on Intelligent Systems (BRACIS), 2017. p. 43. link

• HUBNER, L. G. ; MALETZKE, André Gustavo ; NADAI, B. L. ; SCHAEFER, R. L. ; ZALEWSKI, Willian ; FERRERO, Carlos Andres . FB-DT: An improvement in the Brute Force algorithm for motifs discovery. IEEE Latin America Transactions, v. 15, p. 1542-1546, 2017. link

• MALETZKE, André Gustavo; FERRERO, Carlos Andres ; TIBES, CHRIS MAYARA DOS SANTOS ; CHERMAN, E. A. ; ZALEWSKI, Willian . Medical time series classification using global and local feature extraction strategies. journal of health informatics, v. 9, p. 73-80, 2017. link

2014:

• ZALEWSKI, Willian; SILVA, Fabiano; MALETZKE, André Gustavo; FERRERO, Carlos Andres. Exploring shapelet transformation for time series classification in decision trees. Knowledge-Based Systems, 2016. - link

• FERRERO, Carlos Andres; MALETZKE, André Gustavo ; ZALEWSKI, Willian . Modelos de Regressão para a Previsão de Séries Temporais por meio do Algoritmo kNN-TSP. In: Encontro Nacional de Inteligência Artificial e Computacional, 2014, São Carlos. BDBComp Proceedings, 2014 - link

• MALETZKE, André Gustavo ; LEE, Huei Diana ; BATISTA, Gustavo E.A.P.A ; COY, Cláudio Sady Rodrigues ; FAGUNDES, João José ; WU, Feng Chung . Time Series Classification with Motifs and Characteristics. In: Rafael Espin, Rafael Bello Pérez, Angel Cobo, Jorge Marx, Ariel Racet Valdés. (Org.). Soft Computing for Business Intelligence. 1ed.Alemanha: Springer Berlin Heidelberg, 2014, v. 537, p. 125-138 - link BibTeX

2013:

• ZALEWSKI, Willian ; SILVA, Fabiano ; MALETZKE, André Gustavo ; WU, Feng Chung ; LEE, Huei Diana . Symbolic Representation Based on Temporal Order Information for Time Series Classification. In: Brazilian Conference on Intelligent Systems, 2013, Fortaleza. 2nd Brazilian Conference on Intelligent Systems, 2013 - link BibTeX

• MALETZKE, André Gustavo ; LEE, Huei Diana ; BATISTA, Gustavo E.A.P.A ; REZENDE, S. O. ; MACHADO, Renato Bobsin ; VOLTOLINI, Richardson Floriani ; MACIEL, Joylan Nunes ; SILVA, Fabiano ; SANTOS, L. B. ; WU, Feng Chung . Times Series Classification using Motifs and Characteristics Extraction: A Case Study on ECG Databases. In: International workshop on Knowledge Discovery, Knowledge Management and Decision Support, 2013, Mazatlán. International workshop on Knowledge Discovery, Knowledge Management and Decision Support. Amsterdam: Atlantis Press, 2013 - link BibTeX

• MACHADO, Renato Bobsin ; LEE, Huei Diana ; MACIEL, Joylan Nunes ; VOLTOLINI, Richardson Floriani ; MALETZKE, André Gustavo ; COY, Cláudio Sady Rodrigues ; FAGUNDES, João José ; WU, F. C. . Method and System for Real-Time Audio and Video Transmission of Colonoscopy Exams: A Study Case on a Local Network. In: International workshop on Knowledge Discovery, Knowledge Management and Decision Support, 2013, Mazatlán, México. Proceedings of the International workshop on Knowledge Discovery, Knowledge Management and Decision Support, 2013 - link

• SANTOS, L. B. ; MALETZKE, André Gustavo ; LEE, Huei Diana ; MACHADO, Renato Bobsin ; MACIEL, Joylan Nunes ; FAGUNDES, João José ; COY, Cláudio Sady Rodrigues ; WU, Feng Chung . Uma Ferramenta Computacional para Análise de Dados Biomecânicos Provenientes do Ensaio Energia Total de Ruptura. In: 62º Congresso Brasileiro de Coloproctologia, 2013, São Paulo. Anais do 62º Congresso Brasileiro de Coloproctologia, 2013. p. 1-1.

• FERNANDES, F. C. ; MALETZKE, André Gustavo ; LEE, Huei Diana ; MACHADO, Renato Bobsin ; VOLTOLINI, Richardson Floriani ; FAGUNDES, João José ; COY, Cláudio Sady Rodrigues ; WU, Feng Chung . Protótipo de Sistema WEB para Aquisição e Análise de Dados Biomecânicos. In: 62º Congresso Brasileiro de Coloproctologia, 2013, São Paulo. Anais do 62º Congresso Brasileiro de Coloproctologia, 2013. p. 1-1.

2012:

• ZALEWSKI, Willian ; SILVA, Fabiano ; LEE, Huei Diana ; MALETZKE, André Gustavo ; WU, Feng Chung . Time Series Discretization Based on the Approximation of the Local Slope Information. Lecture Notes in Computer Science, v. 7637, p. 91-100, 2012 - link BibTeX

• ESPINDOLA, BIANCA ; TIBES, CHRIS MAYARA DOS SANTOS ; LEE, Huei Diana ; MACHADO, Renato Bobsin ; MALETZKE, André Gustavo ; CHUNG, Wu Feng . Analysis of biomechanical parameters extracted from anorectal manometry of fecally-continent and incontinent patients. Revista Latino-Americana de Enfermagem (USP. Ribeirão Preto. Impresso), v. 20, p. 1117-1124, 2012 - link BibTeX

• ZALEWSKI, W. ; SILVA, F. ; WU, F. C. ; LEE, H. D. ; LEE, H. D. ; MALETZKE, André Gustavo . A Symbolic Representation Method to Preserve the Characteristic Slope of Time Series. Lecture Notes in Computer Science, v. 7589, p. 132-141, 2012 - link BibTeX

2011:

• LEE, Huei Diana ; MONARD, M. C. ; HONORATO, D. F. ; LORENA, Ana Carolina ; FERRERO, Carlos Andres ; MALETZKE, André Gustavo ; ZALEWSKI, Willian ; COY, Cláudio Sady Rodrigues ; FAGUNDES, João José ; WU, Feng Chung . Mapping Unstructured Data in Digital and Printed Documents Into Attribute-value Tables. In: Rafael A. Espín Andrade; Jorge Marx Gómez; Ariel Racet Valdés. (Org.). Towards a Trans-disciplinary Technology for Business Intelligence, Gathering Knowledge Discovery, Knowledge Management and Decision Making. : Shaker Verlag, 2011, v. , p. 198-209 - link

2008:

• ZALEWSKI, Willian ; CAETANO, Adewole M. J. F. ; LEE, Huei Diana ; LORENA, Ana Carolina ; MALETZKE, André Gustavo ; FAGUNDES, João José ; COY, Cláudio Sady Rodrigues ; WU, Feng Chung . Evaluation of Models for the Recognition of Hadwritten Digits in Medical Forms. Lecture Notes in Computer Science, v. 5167/2, p. 178-181, 2008 - link BibTeX