Analyzing fatigue in dynamic exercise through electromyography signals and similarity metrics. - Schiaber, Pâmela De S.; Scalassara, Paulo Rogério; Endo, Wagner; Agulhari, Cristiano Marcos; Altimari, Leandro R.; Barbon, Sylvio (Biomed. Signal Process. Control., 2025)

Tuning Machine Learning to Address Process Mining Requirements. - Ceravolo, Paolo; Junior, Sylvio Barbon; Damiani, Ernesto; Aalst, Wil M. P. van der (IEEE Access, 2024)

Unsupervised Tuning for Drift Detectors Using Change Detector Segmentation. - Silva, Ricardo Petri; Junior, Sylvio Barbon; Zarpelão, Bruno Bogaz; Melo, Leonimer Flavio de (IEEE Access, 2024)

Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms. - Mantovani, Rafael Gomes; Horváth, Tomás; Rossi, André L. D.; Cerri, Ricardo; Junior, Sylvio Barbon; Vanschoren, Joaquin; Carvalho, André C. P. L. F. de (Data Min. Knowl. Discov., 2024)

Automated Trace Clustering Pipeline Synthesis in Process Mining. - Grigore, Malina; Tavares, Gabriel Marques; Silva, Matheus Camilo da; Ceravolo, Paolo; Junior, Sylvio Barbon (Inf., 2024)

Forecasting Malware Incident Rates in Higher Education Institutions. - Souza, Rildo Antonio de; Castro-Silva, Vitor de; Junior, Sylvio Barbon; Zarpelão, Bruno Bogaz (2024)

Are Large Language Models the New Interface for Data Pipelines? - Junior, Sylvio Barbon; Ceravolo, Paolo; Groppe, Sven; Jarrar, Mustafa; Maghool, Samira; Sèdes, Florence; Sahri, Soror; Keulen, Maurice van (2024)

CoSMo: A Framework to Instantiate Conditioned Process Simulation Models. - Oyamada, Rafael Seidi; Tavares, Gabriel Marques; Junior, Sylvio Barbon; Ceravolo, Paolo (2024)

Tuning Hypothesis Creation: Combining Discrete and Continuous Spaces for Zero-Shot Hate Speech Detection. - Vecchi, Lorenzo Puppi; Junior, Sylvio Barbon; Paraiso, Emerson Cabrera (2024)

Enhancing Predictive Process Monitoring with Time-Related Feature Engineering. - Oyamada, Rafael Seidi; Tavares, Gabriel Marques; Junior, Sylvio Barbon; Ceravolo, Paolo (2024)

Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles. - Arrighi, Leonardo; Pennella, Luca; Tavares, Gabriel Marques; Junior, Sylvio Barbon (2024)

Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles. - Arrighi, Leonardo; Pennella, Luca; Tavares, Gabriel Marques; Junior, Sylvio Barbon (CoRR, 2024)

Are Large Language Models the New Interface for Data Pipelines? - Junior, Sylvio Barbon; Ceravolo, Paolo; Groppe, Sven; Jarrar, Mustafa; Maghool, Samira; Sèdes, Florence; Sahri, Soror; Keulen, Maurice van (CoRR, 2024)

Problem-oriented AutoML in Clustering. - Silva, Matheus Camilo da; Tavares, Gabriel Marques; Medvet, Eric; Junior, Sylvio Barbon (CoRR, 2024)

Explainable Time Series Tree: An Explainable Top-Down Time Series Segmentation Framework. - Castro-Silva, Vitor de; Zarpelão, Bruno Bogaz; Medvet, Eric; Barbon, Sylvio (IEEE Access, 2023)

Matching business process behavior with encoding techniques via meta-learning: An anomaly detection study. - Tavares, Gabriel Marques; Junior, Sylvio Barbon (Comput. Sci. Inf. Syst., 2023)

Trace encoding in process mining: A survey and benchmarking. - Tavares, Gabriel M.; Oyamada, Rafael Seidi; Barbon, Sylvio; Ceravolo, Paolo (Eng. Appl. Artif. Intell., 2023)

Induction motor short circuit diagnosis and interpretation under voltage unbalance and load variation conditions. - Vitor, Avyner Lorran O.; Goedtel, Alessandro; Barbon, Sylvio; Bazan, Gustavo Henrique; Castoldi, Marcelo Favoretto; Souza, Wesley Angelino de (Expert Syst. Appl., 2023)

Benchmarking Change Detector Algorithms from Different Concept Drift Perspectives. - Sakurai, Guilherme Yukio; Lopes, Jessica Fernandes; Zarpelão, Bruno Bogaz; Junior, Sylvio Barbon (Future Internet, 2023)

How people interact with a chatbot against disinformation and fake news in COVID-19 in Brazil: The CoronaAI case. - Abonizio, Hugo Queiroz; Barbon, Ana Paula A. C.; Rodrigues, Renne; Santos, Mayara; Martínez-Vizcaíno, Vicente; Mesas, Arthur Eumann; Junior, Sylvio Barbon (Int. J. Medical Informatics, 2023)

A meta-learning configuration framework for graph-based similarity search indexes. - Oyamada, Rafael Seidi; Shimomura, Larissa Capobianco; Barbon, Sylvio, Jr.; Kaster, Daniel S. (Inf. Syst., 2023)

Meta-learning for dynamic tuning of active learning on stream classification. - Martins, Vinicius Eiji; Cano, Alberto; Junior, Sylvio Barbon (Pattern Recognit., 2023)

Multiple voice disorders in the same individual: Investigating handcrafted features, multi-label classification algorithms, and base-learners. - Barbon, Sylvio; Guido, Rodrigo Capobianco; Aguiar, Gabriel Jonas; Santana, Everton José; Proença, Mario Lemes, Jr.; Patil, Hemant A. (Speech Commun., 2023)

Spectral Characteristics Analysis of Electromyography Signals Recorded During Dynamic Contractions. - Schiaber, Pâmela De S.; Scalassara, Paulo Rogério; Endo, Wagner; Agulhari, Cristiano M.; Altimari, Leandro R.; Junior, Sylvio Barbon (2023)

A Scikit-learn Extension Dedicated to Process Mining Purposes. - Oyamada, Rafael Seidi; Tavares, Gabriel Marques; Junior, Sylvio Barbon; Ceravolo, Paolo (2023)

Explainable Automated Anomaly Recognition in Failure Analysis: is Deep Learning Doing it Correctly? - Arrighi, Leonardo; Junior, Sylvio Barbon; Pellegrino, Felice Andrea; Simonato, Michele; Zullich, Marco (2023)

Trace Encoding in Process Mining: a survey and benchmarking. - Barbon, Sylvio, Jr.; Ceravolo, Paolo; Oyamada, Rafael Seidi; Tavares, Gabriel M. (CoRR, 2023)

Tailoring Machine Learning for Process Mining. - Ceravolo, Paolo; Junior, Sylvio Barbon; Damiani, Ernesto; Aalst, Wil M. P. van der (CoRR, 2023)

Unsupervised online anomaly detection in Software Defined Network environments. - Scaranti, Gustavo F.; Carvalho, Luiz Fernando; Junior, Sylvio Barbon; Lloret, Jaime; Proença, Mario Lemes, Jr. (Expert Syst. Appl., 2022)

Adaptive ensemble of self-adjusting nearest neighbor subspaces for multi-label drifting data streams. - Alberghini, Gavin; Junior, Sylvio Barbon; Cano, Alberto (Neurocomputing, 2022)

Using meta-learning for multi-target regression. - Aguiar, Gabriel Jonas; Santana, Everton José; Carvalho, André C. P. L. F. de; Junior, Sylvio Barbon (Inf. Sci., 2022)

Sport action mining: Dribbling recognition in soccer. - Junior, Sylvio Barbon; Pinto, Allan; Barroso, João Vitor; Caetano, Fabio Giuliano; Moura, Felipe Arruda; Cunha, Sergio Augusto; Torres, Ricardo da Silva (Multim. Tools Appl., 2022)

Deep computer vision system for cocoa classification. - Lopes, Jessica Fernandes; Costa, Victor G. Turrisi da; Barbin, Douglas Fernandes; Cruz-Tirado, Luis Jam Pier; Vincent, Baeten; Junior, Sylvio Barbon (Multim. Tools Appl., 2022)

Toward Text Data Augmentation for Sentiment Analysis. - Abonizio, Hugo Queiroz; Paraiso, Emerson Cabrera; Barbon, Sylvio (IEEE Trans. Artif. Intell., 2022)

Evaluation Goals for Online Process Mining: A Concept Drift Perspective. - Ceravolo, Paolo; Tavares, Gabriel Marques; Junior, Sylvio Barbon; Damiani, Ernesto (IEEE Trans. Serv. Comput., 2022)

Selecting Optimal Trace Clustering Pipelines with Meta-learning. - Tavares, Gabriel Marques; Junior, Sylvio Barbon; Damiani, Ernesto; Ceravolo, Paolo (2022)

Automating Process Discovery Through Meta-learning. - Tavares, Gabriel Marques; Junior, Sylvio Barbon; Damiani, Ernesto (2022)

Evaluation Goals for Online Process Mining: a Concept Drift Perspective. - Ceravolo, Paolo; Tavares, Gabriel Marques; Junior, Sylvio Barbon; Damiani, Ernesto (2022)

Synthetic Event Streams. - Tavares, Gabriel Marques; Barbon, Sylvio, Jr.; Ceravolo, Paolo (IEEE DataPort, 2022)

Detecting and Mitigating Adversarial Examples in Regression Tasks: A Photovoltaic Power Generation Forecasting Case Study. - Santana, Everton Jose; Silva, Ricardo Petri; Zarpelão, Bruno Bogaz; Junior, Sylvio Barbon (Inf., 2021)

Time Series Segmentation Based on Stationarity Analysis to Improve New Samples Prediction. - Silva, Ricardo Petri; Zarpelão, Bruno Bogaz; Cano, Alberto; Junior, Sylvio Barbon (Sensors, 2021)

Process Mining Encoding via Meta-learning for an Enhanced Anomaly Detection. - Tavares, Gabriel Marques; Junior, Sylvio Barbon (2021)

Attack Detection in Smart Home IoT Networks using CluStream and Page-Hinkley Test. - Nakagawa, Fernando H. Y.; Junior, Sylvio Barbon; Zarpelão, Bruno Bogaz (2021)

On the use of online clustering for anomaly detection in trace streams. - Neto, Renato Vertuam; Tavares, Gabriel M.; Ceravolo, Paolo; Barbon, Sylvio (2021)

Advances in Data Management in the Big Data Era. - Azzini, Antonia; Barbon, Sylvio, Jr.; Bellandi, Valerio; Catarci, Tiziana; Ceravolo, Paolo; Cudré-Mauroux, Philippe; Maghool, Samira; Pokorný, Jaroslav; Scannapieco, Monica; Sèdes, Florence; Tavares, Gabriel Marques; Wrembel, Robert (2021)

Using Meta-learning to Recommend Process Discovery Methods. - Barbon, Sylvio, Jr.; Ceravolo, Paolo; Damiani, Ernesto; Tavares, Gabriel Marques (CoRR, 2021)

Selecting Optimal Trace Clustering Pipelines with AutoML. - Barbon, Sylvio, Jr.; Ceravolo, Paolo; Damiani, Ernesto; Tavares, Gabriel Marques (CoRR, 2021)

Artificial Immune Systems and Fuzzy Logic to Detect Flooding Attacks in Software-Defined Networks. - Scaranti, Gustavo F.; Carvalho, Luiz Fernando; Barbon, Sylvio; Proença, Mario Lemes, Jr. (IEEE Access, 2020)

DSTARS: A multi-target deep structure for tracking asynchronous regressor stacking. - Mastelini, Saulo Martiello; Santana, Everton Jose; Cerri, Ricardo; Barbon, Sylvio, Jr. (Appl. Soft Comput., 2020)

Acoustic investigation of speech pathologies based on the discriminative paraconsistent machine (DPM). - Fonseca, Everthon Silva; Guido, Rodrigo Capobianco; Junior, Sylvio Barbon; Dezani, Henrique; Gati, Rodrigo Rosseto; Pereira, Denis César Mosconi (Biomed. Signal Process. Control., 2020)

Language-Independent Fake News Detection: English, Portuguese, and Spanish Mutual Features. - Abonizio, Hugo Queiroz; Morais, Janaína Ignácio de; Tavares, Gabriel Marques; Junior, Sylvio Barbon (Future Internet, 2020)

Comparing Concept Drift Detection with Process Mining Software. - Omori, Nicolas Jashchenko; Tavares, Gabriel Marques; Ceravolo, Paolo; Barbon, Sylvio, Jr. (Braz. J. Inf. Syst., 2020)

A Multi-label Classification System to Distinguish among Fake, Satirical, Objective and Legitimate News in Brazilian Portuguese. - Morais, Janaína Ignácio de; Abonizio, Hugo Queiroz; Tavares, Gabriel Marques; Fonseca, André Azevedo da; Barbon, Sylvio, Jr. (Braz. J. Inf. Syst., 2020)

Evaluating the Four-Way Performance Trade-Off for Data Stream Classification in Edge Computing. - Lopes, Jessica Fernandes; Santana, Everton Jose; Costa, Victor G. Turrisi da; Zarpelão, Bruno Bogaz; Junior, Sylvio Barbon (IEEE Trans. Netw. Serv. Manag., 2020)

Towards Proximity Graph Auto-configuration: An Approach Based on Meta-learning. - Oyamada, Rafael Seidi; Shimomura, Larissa Capobianco; Junior, Sylvio Barbon; Kaster, Daniel S. (2020)

Analysis of Language Inspired Trace Representation for Anomaly Detection. - Tavares, Gabriel Marques; Barbon, Sylvio (2020)

Active Learning Embedded in Incremental Decision Trees. - Martins, Vinicius Eiji; Costa, Victor G. Turrisi da; Junior, Sylvio Barbon (2020)

Pre-trained Data Augmentation for Text Classification. - Abonizio, Hugo Queiroz; Junior, Sylvio Barbon (2020)

Photovoltaic Generation Forecast: Model Training and Adversarial Attack Aspects. - Santana, Everton Jose; Silva, Ricardo Petri; Zarpelão, Bruno Bogaz; Junior, Sylvio Barbon (2020)

Evaluating Trace Encoding Methods in Process Mining. - Junior, Sylvio Barbon; Ceravolo, Paolo; Damiani, Ernesto; Tavares, Gabriel Marques (2020)

Anomaly Detection on Event Logs with a Scarcity of Labels. - Junior, Sylvio Barbon; Ceravolo, Paolo; Damiani, Ernesto; Omori, Nicolas Jashchenko; Tavares, Gabriel Marques (2020)

Improved prediction of soil properties with Multi-target Stacked Generalisation on EDXRF spectra. - Santana, Everton Jose; Santos, Felipe Rodrigues dos; Mastelini, Saulo Martiello; Melquiades, Fabio Luiz; Junior, Sylvio Barbon (CoRR, 2020)

Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters. - Mantovani, Rafael Gomes; Rossi, André Luis Debiaso; Alcobaça, Edesio; Gertrudes, Jadson Castro; Junior, Sylvio Barbon; Carvalho, André Carlos Ponce de Leon Ferreira de (CoRR, 2020)

Machine learning hyperparameter selection for Contrast Limited Adaptive Histogram Equalization. - Campos, Gabriel Fillipe Centini; Mastelini, Saulo Martiello; Aguiar, Gabriel Jonas; Mantovani, Rafael Gomes; Melo, Leonimer Flavio de; Junior, Sylvio Barbon (EURASIP J. Image Video Process., 2019)

Mobile botnets detection based on machine learning over system calls. - Costa, Victor G. T. da; Junior, Sylvio Barbon; Miani, Rodrigo Sanches; Rodrigues, Joel J. P. C.; Zarpelão, Bruno Bogaz (Int. J. Secur. Networks, 2019)

Stock Portfolio Prediction by Multi-Target Decision Support. - Santana, Everton Jose; Silva, João Augusto Provin Ribeiro da; Mastelini, Saulo Martiello; Barbon, Sylvio, Jr. (Braz. J. Inf. Syst., 2019)

Leveraging Anomaly Detection in Business Process with Data Stream Mining. - Tavares, Gabriel Marques; Costa, Victor Guilherme Turrisi da; Martins, Vinicius Eiji; Ceravolo, Paolo; Barbon, Sylvio, Jr. (Braz. J. Inf. Syst., 2019)

A meta-learning approach for selecting image segmentation algorithm. - Aguiar, Gabriel Jonas; Mantovani, Rafael Gomes; Mastelini, Saulo Martiello; Carvalho, André C. P. L. F. de; Campos, Gabriel F. C.; Junior, Sylvio Barbon (Pattern Recognit. Lett., 2019)

Computer Vision Classification of Barley Flour Based on Spatial Pyramid Partition Ensemble. - Lopes, Jessica Fernandes; Ludwig, Leniza; Barbin, Douglas Fernandes; Grossmann, Maria Victória Eiras; Barbon, Sylvio, Jr. (Sensors, 2019)

IoTDS: A One-Class Classification Approach to Detect Botnets in Internet of Things Devices. - Bezerra, Vitor Hugo; Costa, Victor Guilherme Turrisi da; Junior, Sylvio Barbon; Miani, Rodrigo Sanches; Zarpelão, Bruno Bogaz (Sensors, 2019)

Multi-Output Tree Chaining: An Interpretative Modelling and Lightweight Multi-Target Approach. - Mastelini, Saulo Martiello; Costa, Victor Guilherme Turrisi da; Santana, Everton Jose; Nakano, Felipe Kenji; Guido, Rodrigo Capobianco; Cerri, Ricardo; Junior, Sylvio Barbon (J. Signal Process. Syst., 2019)

Overlapping Analytic Stages in Online Process Mining. - Tavares, Gabriel Marques; Ceravolo, Paolo; Costa, Victor G. Turrisi da; Damiani, Ernesto; Junior, Sylvio Barbon (2019)

Online Local Boosting: Improving Performance in Online Decision Trees. - Costa, Victor Guilherme Turrisi da; Mastelini, Saulo Martiello; Carvalho, André Carlos Ponce de Leon Ferreira de; Barbon, Sylvio (2019)

Towards Meta-Learning for Multi-Target Regression Problems. - Aguiar, Gabriel Jonas; Santana, Everton José; Mastelini, Saulo Martiello; Mantovani, Rafael Gomes; Barbon, Sylvio, Jr. (2019)

Evaluating the Four-Way Performance Trade-Off for Stream Classification. - Costa, Victor G. Turrisi da; Santana, Everton Jose; Lopes, Jessica Fernandes; Barbon, Sylvio, Jr. (2019)

Improvements on diagnostic assessment questionnaires of Maturity Level Management with feature selection. - Prece, Bruno; Pacheco, Edson; Barros, Rodolfo Miranda de; Barbon, Sylvio, Jr. (2019)

Deciding among Fake, Satirical, Objective and Legitimate news: A multi-label classification system. - Morais, Janaína Ignácio de; Abonizio, Hugo Queiroz; Tavares, Gabriel Marques; Fonseca, André Azevedo da; Barbon, Sylvio, Jr. (2019)

Comparing Concept Drift Detection with Process Mining Tools. - Omori, Nicolas Jashchenko; Tavares, Gabriel Marques; Ceravolo, Paolo; Barbon, Sylvio, Jr. (2019)

Online Multi-target regression trees with stacked leaf models. - Mastelini, Saulo Martiello; Barbon, Sylvio, Jr.; Carvalho, André Carlos Ponce de Leon Ferreira de (CoRR, 2019)

Online Local Boosting: improving performance in online decision trees. - Costa, Victor G. Turrisi da; Mastelini, Saulo Martiello; Carvalho, André Carlos Ponce de Leon Ferreira de; Barbon, Sylvio, Jr. (CoRR, 2019)

Towards meta-learning for multi-target regression problems. - Aguiar, Gabriel Jonas; Santana, Everton José; Mastelini, Saulo Martiello; Mantovani, Rafael Gomes; Barbon, Sylvio, Jr. (CoRR, 2019)

Predicting the ripening of papaya fruit with digital imaging and random forests. - Pereira, Luiz Fernando Santos; Barbon, Sylvio; Valous, Nektarios A.; Barbin, Douglas Fernandes (Comput. Electron. Agric., 2018)

Fuzzy approach for classification of pork into quality grades: coping with unclassifiable samples. - Peres, Louise Manha; Junior, Sylvio Barbon; Fuzyi, Estefânia Mayumi; Barbon, Ana Paula A. C.; Barbin, Douglas Fernandes; Saito, Priscila Tiemi Maeda; Andreo, Nayara; Bridi, Ana Maria (Comput. Electron. Agric., 2018)

Process mining and hierarchical clustering to help intrusion alert visualization. - Alvarenga, Sean Carlisto de; Barbon, Sylvio; Miani, Rodrigo Sanches; Cukier, Michel; Zarpelão, Bruno Bogaz (Comput. Secur., 2018)

Applying multi-label techniques in emotion identification of short texts. - Almeida, Alex Marino Gonçalves de; Cerri, Ricardo; Paraiso, Emerson Cabrera; Mantovani, Rafael Gomes; Junior, Sylvio Barbon (Neurocomputing, 2018)

Computer vision system for characterization of pasta (noodle) composition. - Mastelini, Saulo Martiello; Sasso, Matheus Gustavo Alves; Campos, Gabriel Fillipe Centini; Schmiele, Marcio; Clerici, Maria Teresa Pedrosa Silva; Barbin, Douglas Fernandes; Barbon, Sylvio (J. Electronic Imaging, 2018)

Strict Very Fast Decision Tree: A memory conservative algorithm for data stream mining. - Costa, Victor Guilherme Turrisi da; Carvalho, André Carlos Ponce de Leon Ferreira de; Junior, Sylvio Barbon (Pattern Recognit. Lett., 2018)

Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets. - Junior, Sylvio Barbon; Campos, Gabriel F. C.; Tavares, Gabriel M.; Igawa, Rodrigo Augusto; Proença, Mario Lemes, Jr.; Guido, Rodrigo Capobianco (ACM Trans. Multim. Comput. Commun. Appl., 2018)

Benchmarking Multi-target Regression Methods. - Mastelini, Saulo Martiello; Santana, Everton Jose; Costa, Victor Guilherme Turrisi da; Barbon, Sylvio (2018)

Making Data Stream Classification Tree-Based Ensembles Lighter. - Costa, Victor G. Turrisi da; Mastelini, Saulo Martiello; Carvalho, André C. P. L. F. de; Barbon, Sylvio (2018)

Improving Hierarchical Classification of Transposable Elements using Deep Neural Networks. - Nakano, Felipe Kenji; Mastelini, Saulo Martiello; Barbon, Sylvio; Cerri, Ricardo (2018)

U-Healthcare System for Pre-Diagnosis of Parkinson's Disease from Voice Signal. - Junior, Sylvio Barbon; Costa, Victor G. Turrisi da; Chen, Shi-Huang; Guido, Rodrigo Capobianco (2018)

Online detection of Botnets on Network Flows using Stream Mining. - Costa, Victor G. Turrisi da; Zarpelão, Bruno Bogaz; Miani, Rodrigo Sanches; Junior, Sylvio Barbon (2018)

Anomaly Detection in Business Process based on Data Stream Mining. - Tavares, Gabriel Marques; Costa, Victor G. Turrisi da; Martins, Vinicius Eiji; Ceravolo, Paolo; Junior, Sylvio Barbon (2018)

Stock Portfolio Prediction by Multi-Target Decision Support. - Silva, João Augusto Provin Ribeiro da; Santana, Everton Jose; Mastelini, Saulo Martiello; Junior, Sylvio Barbon (2018)

A Framework for Human-in-the-loop Monitoring of Concept-drift Detection in Event Log Stream. - Junior, Sylvio Barbon; Tavares, Gabriel Marques; Costa, Victor G. Turrisi da; Ceravolo, Paolo; Damiani, Ernesto (2018)

Strict Very Fast Decision Tree: a memory conservative algorithm for data stream mining. - Costa, Victor Guilherme Turrisi da; Carvalho, André Carlos Ponce de Leon Ferreira de; Junior, Sylvio Barbon (CoRR, 2018)

An empirical study on hyperparameter tuning of decision trees. - Mantovani, Rafael Gomes; Horváth, Tomás; Cerri, Ricardo; Junior, Sylvio Barbon; Vanschoren, Joaquin; Carvalho, André Carlos Ponce de Leon Ferreira de (CoRR, 2018)

Anomaly detection using the correlational paraconsistent machine with digital signatures of network segment. - Pena, Eduardo H. M.; Carvalho, Luiz Fernando; Junior, Sylvio Barbon; Rodrigues, Joel J. P. C.; Proença, Mario Lemes, Jr. (Inf. Sci., 2017)

Artificial and Natural Topic Detection in Online Social Networks. - Barbon, Sylvio, Jr.; Tavares, Gabriel Marques; Kido, Guilherme Sakaji (Braz. J. Inf. Syst., 2017)

Discovering Attackers Past Behavior to Generate Online Hyper-Alerts. - Kawakani, Cláudio Toshio; Barbon, Sylvio; Miani, Rodrigo Sanches; Cukier, Michel; Zarpelão, Bruno Bogaz (Braz. J. Inf. Syst., 2017)

Authorship verification applied to detection of compromised accounts on online social networks - A continuous approach. - Junior, Sylvio Barbon; Igawa, Rodrigo Augusto; Zarpelão, Bruno Bogaz (Multim. Tools Appl., 2017)

Toward a New Generation of Log Pre-processing Methods for Process Mining. - Ceravolo, Paolo; Damiani, Ernesto; Torabi, Mohammadsadegh; Junior, Sylvio Barbon (2017)

DSTARS: A Multi-target Deep Structure for Tracking Asynchronous Regressor Stack. - Mastelini, Saulo Martiello; Santana, Everton Jose; Cerri, Ricardo; Barbon, Sylvio (2017)

Detecting mobile botnets through machine learning and system calls analysis. - Costa, Victor G. T. da; Barbon, Sylvio; Miani, Rodrigo Sanches; Rodrigues, Joel J. P. C.; Zarpelão, Bruno Bogaz (2017)

Stacking Methods for Hierarchical Classification. - Nakano, Felipe Kenji; Mastelini, Saulo Martiello; Barbon, Sylvio; Cerri, Ricardo (2017)

Deep Regressor Stacking for Air Ticket Prices Prediction. - Santana, Everton Jose; Mastelini, Saulo Martiello; Barbon, Sylvio, Jr. (2017)

User Classification on Online Social Networks by Post Frequency. - Tavares, Gabriel M.; Mastelini, Saulo Martiello; Barbon, Sylvio, Jr. (2017)

A Framework for Trace Clustering and Concept-drift Detection in Event Streams. - Junior, Sylvio Barbon; Tavares, Gabriel M.; Ceravolo, Paolo; Damiani, Ernesto (2017)

Storage time prediction of pork by Computational Intelligence. - Barbon, Ana Paula A. C.; Junior, Sylvio Barbon; Mantovani, Rafael Gomes; Fuzyi, Estefânia Mayumi; Peres, Louise Manha; Bridi, Ana Maria (Comput. Electron. Agric., 2016)

Unsupervised learning clustering and self-organized agents applied to help network management. - Carvalho, Luiz Fernando; Junior, Sylvio Barbon; Mendes, Leonardo de Souza; Proença, Mario Lemes, Jr. (Expert Syst. Appl., 2016)

Account classification in online social networks with LBCA and wavelets. - Igawa, Rodrigo Augusto; Barbon, Sylvio; Paulo, Katia Cristina Silva; Kido, Guilherme Sakaji; Guido, Rodrigo Capobianco; Proença, Mario Lemes, Jr.; Silva, Ivan Nunes da (Inf. Sci., 2016)

Multi-class Emotions Classification by Sentic Levels as Features in Sentiment Analysis. - Almeida, Alex Marino Gonçalves de; Barbon, Sylvio; Paraiso, Emerson Cabrera (2016)

Intrusion Alert Correlation to Support Security Management. - Kawakani, Cláudio Toshio; Junior, Sylvio Barbon; Miani, Rodrigo Sanches (2016)

Topic Modeling based on Louvain method in Online Social Networks. - Kido, Guilherme Sakaji; Igawa, Rodrigo Augusto; Junior, Sylvio Barbon (2016)

Marbling Grading Framework Applied on Meat Boutique Environment. - Mastelini, Saulo Martiello; Silva, Matheus C.; Barbon, Ana Paula A. C.; Junior, Sylvio Barbon (2016)

A Meta-Learning Approach for Recommendation of Image Segmentation Algorithms. - Campos, Gabriel F. C.; Barbon, Sylvio; Mantovani, Rafael Gomes (2016)

Recognition on Online Social Network by user's writing style. - Igawa, Rodrigo Augusto; Almeida, Alex Marino Gonçalves de; Zarpelão, Bruno Bogaz; Barbon, Sylvio, Jr. (Braz. J. Inf. Syst., 2015)

Pattern Recognition of Lower Member Skin Ulcers in Medical Images with Machine Learning Algorithms. - Seixas, Jose Luis; Barbon, Sylvio; Mantovani, Rafael Gomes (2015)

Recognition of Compromised Accounts on Twitter. - Igawa, Rodrigo Augusto; Almeida, Alex Marino Gonçalves de; Zarpelão, Bruno Bogaz; Barbon, Sylvio (2015)

Solução M-Health no pré-diagnóstico da Laringe [M-Health Solution on pre-diagnosis of larynx]. - Fuzyi, Estefânia Mayumi; Silva, Matheus Camilo da; Barbon, Sylvio (2015)

Adaptive Distribution of Vocabulary Frequencies: A Novel Estimation Suitable for Social Media Corpus. - Igawa, Rodrigo Augusto; Kido, Guilherme Sakaji; Seixas, Jose Luis; Barbon, Sylvio (2014)

Correlational paraconsistent machine for anomaly detection. - Pena, Eduardo H. M.; Carvalho, Luiz Fernando; Barbon, Sylvio; Rodrigues, Joel J. P. C.; Proença, Mario Lemes, Jr. (2014)

Color energy as a seed descriptor for image segmentation with region growing algorithms on skin wound images. - Seixas, Jose Luis; Barbon, Sylvio; Siqueira, Claudia Martins; Dias, Ivan Frederico Lupiano; Castaldin, Andre Giovanni; Felinto, Alan Salvany (2014)

Anomaly detection using digital signature of network segment with adaptive ARIMA model and Paraconsistent Logic. - Pena, Eduardo H. M.; Barbon, Sylvio; Rodrigues, Joel J. P. C.; Proença, Mario Lemes, Jr. (2014)

Introducing the Discriminative Paraconsistent Machine (DPM). - Guido, Rodrigo Capobianco; Junior, Sylvio Barbon; Solgon, Regiane Denise; Paulo, Katia Cristina Silva; Rodrigues, Luciene Cavalcanti; Silva, Ivan Nunes da; Escola, João Paulo Lemos (Inf. Sci., 2013)

Using Ant Colony Optimization metaheuristic and Dynamic Time Warping for anomaly detection. - Carvalho, Luiz Fernando; Rodrigues, Joel J. P. C.; Barbon, Sylvio; Proença, Mario Lemes, Jr. (2013)

On the Determination of Epsilon during Discriminative GMM Training. - Guido, Rodrigo Capobianco; Chen, Shi-Huang; Junior, Sylvio Barbon; Souza, Leonardo Mendes de; Vieira, Lucimar Sasso; Rodrigues, Luciene Cavalcanti; Escola, João Paulo Lemos; Zulato, Paulo Ricardo Franchi; Lacerda, Michel Alves; Ribeiro, Jussara (2010)

A Neural-Network Approach for Speech Features Classification Based on Paraconsistent Logic. - Junior, Sylvio Barbon; Guido, Rodrigo Capobianco; Vieira, Lucimar Sasso (2009)

Introduction to the Discrete Shapelet Transform and a new paradigm: Joint time-frequency-shape analysis. - Guido, Rodrigo Capobianco; Junior, Sylvio Barbon; Vieira, Lucimar Sasso; Sanchez, Fabrício Lopes; Maciel, Carlos Dias; Pereira, Jose Carlos; Scalassara, Paulo Rogério; Fonseca, Everthon Silva (2008)

A Fractal-Based Approach for Speech Segmentation. - Fantinato, Paulo César; Guido, Rodrigo Capobianco; Chen, Shi-Huang; Santos, Bruno Leonardo Silveira; Vieira, Lucimar Sasso; Junior, Sylvio Barbon; Rodrigues, Luciene Cavalcanti; Sanchez, Fabrício Lopes; Escola, João Paulo Lemos; Souza, Leonardo Mendes de; Maciel, Carlos Dias; Scalassara, Paulo Rogério; et al. (2008)

A neural-wavelet architecture for voice conversion. - Guido, Rodrigo Capobianco; Vieira, Lucimar Sasso; Junior, Sylvio Barbon; Sanchez, Fabrício Lopes; Maciel, Carlos Dias; Fonseca, Everthon Silva; Pereira, Jose Carlos (Neurocomputing, 2007)

Spoken Document Summarization Based on Dynamic Time Warping and Wavelets. - Guido, Rodrigo Capobianco; Junior, Sylvio Barbon; Vieira, Lucimar Sasso; Sanchez, Fabrício Lopes; Maciel, Carlos Dias; Scalassara, Paulo Rogério; Pereira, Jose Carlos; Puia, Vitor Muller (Int. J. Semantic Comput., 2007)

Autoregressive decomposition and pole tracking applied to vocal fold nodule signals. - Scalassara, Paulo Rogério; Maciel, Carlos Dias; Guido, Rodrigo Capobianco; Pereira, Jose Carlos; Fonseca, Everthon Silva; Montagnoli, Arlindo Neto; Junior, Sylvio Barbon; Vieira, Lucimar Sasso; Sanchez, Fabrício Lopes (Pattern Recognit. Lett., 2007)

A Fractal and Wavelet-Based Approach for Audio Coding. - Guido, Rodrigo Capobianco; Vieira, Lucimar Sasso; Junior, Sylvio Barbon; Sanchez, Fabrício Lopes; Guilherme, Marcio Borges Alonso; Sergio, Kim Inocencio Cesar; Scarpa, Thais Lorasqui; Fonseca, Everthon Silva; Pereira, Jose Carlos; Monteiro, Mauricio (2006)