An implicit segmentation-based method for recognition of handwritten strings of characters. - Paulo Rodrigo Cavalin; Alceu de Souza Britto Jr.; Flávio Bortolozzi; Robert Sabourin; Luiz E. Soares de Oliveira (SAC, 2006)

Inspeção Automática de Defeitos em Madeiras de Pinus usando Visão Computacional. - Luiz E. S. Oliveira; Paulo Rodrigo Cavalin; Alceu S. Britto Jr.; Alessandro L. Koerich (RITA, 2008)

Leave-One-Out-Training and Leave-One-Out-Testing Hidden Markov Models for a Handwritten Numeral Recognizer: The Implications of a Single Classifier and Multiple Classifications. - Albert Hung-Ren Ko; Paulo Rodrigo Cavalin; Robert Sabourin; Alceu de Souza Britto Jr. (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters. - Paulo Rodrigo Cavalin; Robert Sabourin; Ching Y. Suen; Alceu de Souza Britto Jr. (Pattern Recognit., 2009)

Dynamic Selection of Ensembles of Classifiers Using Contextual Information. - Paulo Rodrigo Cavalin; Robert Sabourin; Ching Y. Suen (MCS, 2010)

LoGID: An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs. - Paulo Rodrigo Cavalin; Robert Sabourin; Ching Y. Suen (Pattern Recognit., 2012)

Reaction times for user behavior models in microblogging online social networks. - Samuel Martins Barbosa Neto; Maíra Athanázio de Cerqueira Gatti; Paulo Rodrigo Cavalin; Claudio Santos Pinhanez; Cícero Nogueira dos Santos; Ana Paula Appel (DUBMOD@CIKM, 2013)

Large-Scale Multi-agent-Based Modeling and Simulation of Microblogging-Based Online Social Network. - Maíra A. de C. Gatti; Paulo Rodrigo Cavalin; Samuel Martins Barbosa Neto; Claudio S. Pinhanez; Cícero Nogueira dos Santos; Daniel Gribel; Ana Paula Appel (MABS, 2013)

A multiple feature vector framework for forest species recognition. - Paulo Rodrigo Cavalin; Marcelo N. Kapp; Jefferson G. Martins; Luiz E. Soares de Oliveira (SAC, 2013)

A simulation-based approach to analyze the information diffusion in Microblogging Online Social Network. - Maíra A. de C. Gatti; Ana Paula Appel; Cícero Nogueira dos Santos; Claudio Santos Pinhanez; Paulo Rodrigo Cavalin; Samuel Martins Barbosa Neto (WSC, 2013)

Dynamic selection approaches for multiple classifier systems. - Paulo Rodrigo Cavalin; Robert Sabourin; Ching Y. Suen (Neural Comput. Appl., 2013)

Towards Personalized Offers by Means of Life Event Detection on Social Media and Entity Matching. - Paulo Rodrigo Cavalin; Maira Gatti; Claudio S. Pinhanez (HT (Doctoral Consortium / Late-breaking Results / Workshops), 2014)

Forest Species Recognition Using Deep Convolutional Neural Networks. - Luiz G. Hafemann; Luiz S. Oliveira; Paulo Rodrigo Cavalin (ICPR, 2014)

Automatic forest species recognition based on multiple feature sets. - Marcelo N. Kapp; Rodrigo Bloot; Paulo Rodrigo Cavalin; Luiz E. S. Oliveira (IJCNN, 2014)

Handling big data on agent-based modeling of online social networks with mapreduce. - Maíra A. de C. Gatti; Marcos R. Vieira; João Paulo F. de Melo; Paulo Rodrigo Cavalin; Claudio Santos Pinhanez (WSC, 2014)

An Adaptive Multi-level Framework for Forest Species Recognition. - Paulo Rodrigo Cavalin; Marcelo N. Kapp; Luiz E. S. Oliveira (BRACIS, 2015)

A Multiple Classifier System for Classifying Life Events on Social Media. - Paulo Rodrigo Cavalin; Luis Gregorio Moyano; Pedro P. Miranda (ICDM Workshops, 2015)

Transfer learning between texture classification tasks using Convolutional Neural Networks. - Luiz G. Hafemann; Luiz S. Oliveira; Paulo Rodrigo Cavalin; Robert Sabourin (IJCNN, 2015)

A scalable architecture for real-time analysis of microblogging data. - Paulo Rodrigo Cavalin; Maíra A. de C. Gatti; Tiago Gomes Pessoa de Moraes; Fabio Silva Oliveira; Claudio S. Pinhanez; Alexandre Rademaker; Rogério Abreu de Paula (IBM J. Res. Dev., 2015)

Building a Question-Answering Corpus Using Social Media and News Articles. - Paulo Rodrigo Cavalin; Flavio Figueiredo; Maíra Gatti de Bayser; Luis Gregorio Moyano; Heloisa Candello; Ana Paula Appel; Renan Souza 001 (PROPOR, 2016)

Blue Man Group no ASSIN: Usando Representações Distribuídas para Similaridade Semântica e Inferência Textual. - Luciano Barbosa; Paulo R. Cavalin; Victor Guimarães 001; Matthias Kormaksson (Linguamática, 2016)

A Review of Texture Classification Methods and Databases. - Paulo R. Cavalin; Luiz S. Oliveira (SIBGRAPI Tutorials, 2017)

Multi-scale texture recognition systems with reduced cost: A case study on forest species. - Paulo Rodrigo Cavalin; Marcelo N. Kapp; Luiz S. Oliveira (SMC, 2017)

Deep features for breast cancer histopathological image classification. - Fabio A. Spanhol; Luiz S. Oliveira; Paulo R. Cavalin; Caroline Petitjean; Laurent Heutte (SMC, 2017)

A Hybrid Architecture for Multi-Party Conversational Systems. - Maíra Gatti de Bayser; Paulo Rodrigo Cavalin; Renan Souza 001; Alan Braz; Heloisa Candello; Claudio S. Pinhanez; Jean-Pierre Briot (CoRR, 2017)

Multi-scale Forest Species Recognition Systems for Reduced Cost. - Paulo Rodrigo Cavalin; Marcelo N. Kapp; Luiz S. Oliveira (CoRR, 2017)

Methodology and Results for the Competition on Semantic Similarity Evaluation and Entailment Recognition for PROPOR 2016. - Luciano Barbosa; Paulo Rodrigo Cavalin; Victor Guimarães 001; Matthias Kormaksson (CoRR, 2017)

Specifying and Implementing Multi-Party Conversation Rules with Finite-State-Automata. - Maíra Gatti de Bayser; Melina Alberio Guerra; Paulo R. Cavalin; Claudio S. Pinhanez (AAAI Workshops, 2018)

Confusion Matrix-Based Building of Hierarchical Classification. - Paulo R. Cavalin; Luiz S. Oliveira (CIARP, 2018)

Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development. - Renan Souza 001; Liliane Neves; Leonardo Azevedo 001; Ricardo Luiz; Elaine Tady; Paulo R. Cavalin; Marta Mattoso (LADaS@VLDB, 2018)

Combining Textual Content and Structure to Improve Dialog Similarity. - Ana Paula Appel; Paulo Rodrigo Cavalin; Marisa Affonso Vasconcelos; Claudio Santos Pinhanez (CoRR, 2018)

Different but Equal: Comparing User Collaboration with Digital Personal Assistants vs. Teams of Expert Agents. - Claudio S. Pinhanez; Heloisa Candello; Mauro Carlos Pichiliani; Marisa Vasconcelos; Melina Alberio Guerra; Maíra Gatti de Bayser; Paulo Rodrigo Cavalin (CoRR, 2018)

The Effect of Audiences on the User Experience with Conversational Interfaces in Physical Spaces. - Heloisa Candello; Claudio S. Pinhanez; Mauro Pichiliani; Paulo R. Cavalin; Flavio Figueiredo; Marisa Vasconcelos; Haylla Do Carmo (CHI, 2019)

Live It Up: Analyzing Emotions and Language Use in Tweets during the Soccer World Cup Finals. - Marisa Vasconcelos; Jussara M. Almeida; Paulo R. Cavalin; Claudio S. Pinhanez (WebSci, 2019)

Learning Multi-Party Turn-Taking Models from Dialogue Logs. - Maíra Gatti de Bayser; Paulo Rodrigo Cavalin; Claudio S. Pinhanez; Bianca Zadrozny (CoRR, 2019)

Intentions, Meanings, and Whys: Designing Content for Voice-based Conversational Museum Guides. - Fabrício Barth; Heloisa Candello; Paulo R. Cavalin; Claudio S. Pinhanez (CIU, 2020)

Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes. - Paulo R. Cavalin; Victor Henrique Alves Ribeiro; Ana Paula Appel; Claudio S. Pinhanez (EMNLP (1), 2020)

From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer. - Paulo R. Cavalin; Marisa Vasconcelos; Marcelo Grave; Claudio S. Pinhanez; Victor Henrique Alves Ribeiro (EMNLP (Findings), 2020)

Creating Corpora for Seq2Seq Tone Rephrasing Using Social Media Posts. - Paulo R. Cavalin; Marisa Vasconcelos; Marcelo Grave; Claudio S. Pinhanez (IJCNN, 2020)

Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines. - Victor Henrique Alves Ribeiro; Pedro H. L. S. P. Domingues; Paulo Rodrigo Cavalin; Gilberto Reynoso-Meza; Helon Vicente Hultmann Ayala; Luís Fernando Alzuguir Azevedo (IJCNN, 2020)

A Hybrid Solution to Learn Turn-Taking in Multi-Party Service-based Chat Groups. - Maíra Gatti de Bayser; Melina Alberio Guerra; Paulo R. Cavalin; Claudio S. Pinhanez (CoRR, 2020)

Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Neuro-Symbolic Algorithms. - Claudio S. Pinhanez; Paulo R. Cavalin; Victor Henrique Alves Ribeiro; Heloisa Candello; Julio Nogima; Ana Paula Appel; Mauro Pichiliani; Maíra Gatti de Bayser; Melina Alberio Guerra; Henrique Ferreira; Gabriel Louzada Malfatti (CoRR, 2020)

Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems. - Claudio S. Pinhanez; Paulo Rodrigo Cavalin; Victor Henrique Alves Ribeiro; Ana Paula Appel; Heloisa Candello; Julio Nogima; Mauro Pichiliani; Melina Alberio Guerra; Maíra de Bayser; Gabriel Louzada Malfatti; Henrique Ferreira (ACL/IJCNLP (1), 2021)

Integrating Machine Learning Data with Symbolic Knowledge from Collaboration Practices of Curators to Improve Conversational Systems. - Claudio Santos Pinhanez; Heloisa Candello; Paulo Rodrigo Cavalin; Mauro Carlos Pichiliani; Ana Paula Appel; Victor Henrique Alves Ribeiro; Julio Nogima; Maíra Gatti de Bayser; Melina Alberio Guerra; Henrique Ferreira; Gabriel Louzada Malfatti (CHI, 2021)

Towards a Method to Classify Language Style for Enhancing Conversational Systems. - Paulo Rodrigo Cavalin; Victor Henrique Alves Ribeiro; Marisa Vasconcelos; Claudio S. Pinhanez; Julio Nogima; Henrique Ferreira (IJCNN, 2021)

A Dynamic Multi-criteria Multi-engine Approach for Text Simplification. - Victor Henrique Alves Ribeiro; Paulo R. Cavalin; Edmilson da Silva Morais (IJCNN, 2021)

Exploring the Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Out-of-Scope Detection Tasks. - Claudio S. Pinhanez; Paulo R. Cavalin (CoRR, 2022)

Balancing Social Impact, Opportunities, and Ethical Constraints of Using AI in the Documentation and Vitalization of Indigenous Languages. - Claudio S. Pinhanez; Paulo R. Cavalin; Marisa Vasconcelos; Julio Nogima (IJCAI, 2023)

Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios. - Paulo R. Cavalin; Claudio Santos Pinhanez (LREC/COLING, 2024)

Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples. - Paulo R. Cavalin; Pedro Henrique Domingues; Claudio S. Pinhanez; Julio Nogima (NAACL-HLT, 2024)

Human Evaluation of the Usefulness of Fine-Tuned English Translators for the Guarani Mbya and Nheengatu Indigenous Languages. - Claudio S. Pinhanez; Paulo R. Cavalin; Julio Nogima (PROPOR (2), 2024)

Harnessing the Power of Artificial Intelligence to Vitalize Endangered Indigenous Languages: Technologies and Experiences. - Claudio S. Pinhanez; Paulo R. Cavalin; Luciana Storto; Thomas Finbow; Alexander Cobbinah; Julio Nogima; Marisa Vasconcelos; Pedro Domingues; Priscila de Souza Mizukami; Nicole Grell; Majoí Gongora; Isabel Gonçalves (CoRR, 2024)

Sentence-level Aggregation of Lexical Metrics Correlate Stronger with Human Judgements than Corpus-level Aggregation. - Paulo R. Cavalin; Pedro Henrique Domingues; Claudio S. Pinhanez (CoRR, 2024)

Sentence-level Aggregation of Lexical Metrics Correlates Stronger with Human Judgements than Corpus-level Aggregation. - Paulo R. Cavalin; Pedro Henrique Domingues; Claudio S. Pinhanez (AAAI, 2025)