Context-Sensitive Clustering in the Design of Fuzzy Models. - Tatiane Marques Nogueira; Heloisa de Arruda Camargo (HIS, 2008)

A Meta-ontology Approach for Representing Vague Linguistic Terms and Fuzzy Rules for Classification in Ontologies. - Cristiane A. Yaguinuma; Marilde Terezinha Prado Santos; Heloisa A. Camargo; Tatiane M. Nogueira (EDOCW, 2010)

On the use of fuzzy rules to text document classification. - Tatiane M. Nogueira; Solange O. Rezende; Heloisa A. Camargo (HIS, 2010)

A Model for Representing Vague Linguistic Terms and Fuzzy Rules for Classification in Ontologies. - Cristiane A. Yaguinuma; Vinícius Ramos Toledo Ferraz; Marilde Terezinha Prado Santos; Heloisa A. Camargo; Tatiane M. Nogueira (ICEIS (2), 2010)

Fuzzy-CCM: A context-sensitive approach to fuzzy modeling. - Tatiane Marques Nogueira; Heloisa de Arruda Camargo (Int. J. Hybrid Intell. Syst., 2010)

Fuzzy cluster descriptor extraction for flexible organization of documents. - Tatiane M. Nogueira; Solange O. Rezende; Heloisa A. Camargo (HIS, 2011)

Fuzzy cluster descriptors improve flexible organization of documents. - Tatiane M. Nogueira; Solange O. Rezende; Heloisa A. Camargo (ISDA, 2012)

Fuzz-Onto: A meta-ontology for representing fuzzy elements and supporting fuzzy classification rules. - Cristiane A. Yaguinuma; Marilde Terezinha Prado Santos; Heloisa A. Camargo; Maria C. Nicoletti; Tatiane M. Nogueira (ISDA, 2012)

Flexible organization of documents. - Tatiane Nogueira Rios (2013)

Flexible document organization: Comparing fuzzy and possibilistic approaches. - Tatiane M. Nogueira; Solange O. Rezende; Heloisa A. Camargo (FUZZ-IEEE, 2015)

Flexible document organization by mixing fuzzy and possibilistic clustering algorithms. - Nilton V. Carvalho; Solange O. Rezende; Heloisa A. Camargo; Tatiane M. Nogueira (FUZZ-IEEE, 2016)

On Fuzzy Cluster Validity Indexes for High Dimensional Feature Space. - Fernanda Eustáquio; Heloisa A. Camargo; Solange O. Rezende; Tatiane M. Nogueira (EUSFLAT/IWIFSGN (2), 2017)

Applying classification methods to model standby power consumption in the Internet of Things. - Leandro José Silva Andrade; Ricardo Araújo Rios; Tatiane M. Nogueira; Cássio V. S. Prazeres (ICNSC, 2017)

Influência de Técnicas Não-supervisionadas de Redução de Dimensionalidade para Organização Flexível de Documentos (The Unsupervised Dimensionality Reduction Weight on Flexible Document Organization)[In Portuguese]. - Beatriz Lima; Fernanda Eustáquio; Tatiane M. Nogueira (STIL, 2017)

On Monotonic Tendency of Some Fuzzy Cluster Validity Indices for High-Dimensional Data. - Fernanda Eustáquio; Tatiane M. Nogueira (BRACIS, 2018)

Statera: A Balanced Feature Selection Method for Text Classification. - Tatiane Nogueira Rios; Braian Varjao Gama Bispo (BRACIS, 2018)

Towards Setplays Learning in a Multiagent Robotic Soccer Team. - Marco A. C. Simões; Tatiane M. Nogueira (LARS/SBR/WRE, 2018)

A Comparison Study on Time Series Forecasting Given Smart Grid Load Uncertainties. - Diego Arize; Tatiane Nogueira Rios (BRACIS, 2019)

Novel Features Based on Sentence Specificity for Helpfulness Prediction of Online Reviews. - Beatriz Lima; Tatiane M. Nogueira (BRACIS, 2019)

A Dataset Schema for Cooperative Learning from Demonstration in Multi-robots Systems. - Marco A. C. Simões; Robson Marinho da Silva; Tatiane Nogueira 001 (CoRR, 2019)

FT-BlinGui: A Fuzzy-Based Wearable Device System to Avoid Visually Impaired Collision in Real Time. - Elidiane Pereira do Nascimento; Tatiane Nogueira 001 (BRACIS (2), 2020)

Data Streams Are Time Series: Challenging Assumptions. - Jesse Read; Ricardo Araújo Rios; Tatiane Nogueira 001; Rodrigo Fernandes de Mello (BRACIS (2), 2020)

Quantifying Temporal Novelty in Social Networks Using Time-Varying Graphs and Concept Drift Detection. - Victor M. G. dos Santos; Rodrigo Fernandes de Mello; Tatiane Nogueira 001; Ricardo Araújo Rios (BRACIS (2), 2020)

Summarizer: Fuzzy Rule-Based Classification Systems for Vertical and Horizontal Big Data. - Pétala G. da S. E. Tuy; Tatiane Nogueira Rios (FUZZ-IEEE, 2020)

Strategy Planner: Enhancements to support better defense and pass strategies within an LfD approach. - Marco A. C. Simões; Jadson Nobre; Gabriel Sousa; Caroline Souza; Robson Marinho da Silva; Jorge Alberto Prado de Campos; Josemar Rodrigues de Souza; Tatiane Nogueira 001 (ICARSC, 2020)

Applying Concept Drift to Understand Hepatitis Evolution in Brazil. - Ricardo Araújo Rios; Tatiane Nogueira Rios; Rosemary Melo; Euler Santos de Santana; Técia Maria Santos Carneiro; Argemiro D. Oliveira Junior (Cybern. Syst., 2020)

A Dataset Schema for Cooperative Learning from Demonstration in Multi-robot Systems. - Marco A. C. Simões; Robson Marinho da Silva; Tatiane Nogueira 001 (J. Intell. Robotic Syst., 2020)

Evaluating the numerical instability in fuzzy clustering validation of high-dimensional data. - Fernanda Eustáquio; Tatiane Nogueira Rios (Theor. Comput. Sci., 2020)

Ethics of AI: Do the Face Detection Models Act with Prejudice? - Marcos Vinícius dos Santos Ferreira; Ariel Almeida; João Paulo Canário; Matheus Souza; Tatiane M. Nogueira; Ricardo Araújo Rios (BRACIS (2), 2021)

Incorporating Text Specificity into a Convolutional Neural Network for the Classification of Review Perceived Helpfulness. - Beatriz Lima; Tatiane Nogueira 001 (BRACIS (2), 2021)

Fuzzy Software Analyzer (FSA): A New Approach for Interpreting Source Code Versioning Repositories. - João C. B. Oliveira; Ricardo Araújo Rios; Eduardo Santana de Almeida; Cláudio Nogueira Sant'Anna; Tatiane Nogueira Rios (FUZZ-IEEE, 2021)

Using fuzzy clustering to address imprecision and uncertainty present in deterministic components of time series. - Marcos Vinícius dos Santos Ferreira; Ricardo Araújo Rios; Rodrigo Fernandes de Mello; Tatiane Nogueira Rios (Appl. Soft Comput., 2021)

FACF: fuzzy areas-based collaborative filtering for point-of-interest recommendation. - Ive Andresson Dos Santos Tourinho; Tatiane Nogueira Rios (Int. J. Comput. Sci. Eng., 2021)

A Machine Learning Framework Predicts the Clinical Severity of Hemophilia B Caused by Point-Mutations. - Tiago J. S. Lopes; Tatiane M. Nogueira; Ricardo Araújo Rios (Frontiers Bioinform., 2022)

Brazilian Forest Dataset: A new dataset to model local biodiversity. - Ricardo Araújo Rios; Tatiane Nogueira Rios; Gabriel R. Palma; Rodrigo Fernandes de Mello (J. Exp. Theor. Artif. Intell., 2022)

sci-FTS: Using soft clustering on Intrinsic Mode Functions to model Fuzzy Time Series. - Marcos Vinícius dos Santos Ferreira; Ricardo Araújo Rios; Tatiane Nogueira Rios (Softw. Impacts, 2022)

IAarticles Collection. - Tatiane Nogueira 001 (IEEE DataPort, 2022)

BahiaRT Setplays Collecting Toolkit and BahiaRT Gym. - Marco A. C. Simões; Gabriel Mascarenhas; Rafael Fonseca; Vitor M. P. dos Santos; Felipe Mascarenhas; Tatiane Nogueira 001 (Softw. Impacts, 2022)

GEnI-FR: Granularity to Ensure Interpretability of the Fuzzy Rules. - Genicleito Carvalho Beltrão Gonçalves; Tatiane Nogueira Rios (FUZZ, 2023)

Modeling Protein Activities and Mutations with Graph Neural Networks: Insights into Hemophilia. - Marcos Vinicius Ferreira; Tiago J. S. Lopes; Ricardo Araújo Rios; Tatiane Nogueira Rios (IJCNN, 2023)

Explainable Artificial Intelligence and Cybersecurity: A Systematic Literature Review. - Carlos Mendes; Tatiane Nogueira Rios (CoRR, 2023)

eXplainable Ensemble Strategy using distinct and restrict learning biases: A case study on the Brazilian Forest. - Tatiane Nogueira Rios; Ricardo Araújo Rios; Rodrigo Fernandes de Mello (Appl. Soft Comput., 2023)

A graph-based machine learning framework identifies critical properties of FVIII that lead to hemophilia A. - Marcos Vinicius Ferreira; Tatiane Nogueira Rios; Ricardo Araújo Rios; Tiago J. S. Lopes (Frontiers Bioinform., 2023)

A Cluster Validity Protocol to Evaluate Internal Indices for Clustering of High-Dimensional Datasets. - Fernanda Silva Eustáquio; Ricardo Araújo Rios; Tatiane Nogueira Rios (FUZZ, 2024)

Fuzzifying Chaos in Dynamical Systems. - Marcos Vinicius Ferreira; Tatiane Nogueira Rios; Ricardo Araújo Rios (FUZZ, 2024)

Are Current Computer Vision Models for Handgun Detection Ready to Be Deployed in Camera Surveillance Systems? - Jorge Batista 002; Tatiane N. Rios; Cássio V. S. Prazeres; Rubisley Lemes; Maycon L. M. Peixoto; Gustavo B. Figueiredo; Frederico Araújo Durão; Eduardo Santana de Almeida; Ivan do Carmo Machado; Hérsio Massanori Iwamoto; Ricardo Araújo Rios (BRACIS (4), 2025)

Multi-objective Traveling Salesman Problem with Profits and Passengers: Exact, Heuristic and Evolutionary Approaches. - Juvenal B. A. Silva; Tarcisio A. P. Brito; Ricardo Araújo Rios; Tatiane Nogueira Rios; Islame F. C. Fernandes (GECCO Companion, 2025)

Salvador Urban Network Transportation (SUNT): A Landmark Spatiotemporal Dataset for Public Transportation (Abstract Reprint). - Marcos Vinicius Ferreira; Matheus Souza; Tatiane N. Rios; Islame F. C. Fernandes; Jorge Nery; João Gama 001; Albert Bifet; Ricardo Araújo Rios (AAAI, 2026)

An Agentic System for LLM-Driven Public Transportation Analytics: A Practical Application and Case Study in Salvador-Brazil. - Lucas T. Borges; Fei Tony Liu; Tatiane N. Rios; Marcos Vinicius Ferreira; Clovis Carmo; Danilo Barbosa Coimbra; Jorge Nery; Matheus Souza; Noe O. Garcia; Albert Bifet; Ricardo Araújo Rios (AGENT@ICSE, 2026)

Integrating multi-camera surveillance with transductive learning for duplicate removal. - Jorge Batista 002; Tatiane N. Rios; Matheus Guimarães; Jorge Nery; Cássio V. S. Prazeres; Rubisley Lemes; Maycon L. M. Peixoto; Gustavo B. Figueiredo; Frederico Araújo Durão; Eduardo Santana de Almeida; Ivan do Carmo Machado; Hérsio Massanori Iwamoto; et al. (Neural Comput. Appl., 2026)

Fine-grained evaluation of a domain-specific Q&A dataset to support trustworthy medical language models. - Rafael da C. Fonseca; Ricardo Araújo Rios; Rodrigo Castaldoni; Adrielle A. Carvalho; Tiago J. S. Lopes; Caio L. B. Andrade; Braian Varjao Gama Bispo; Laís R. Mota; Tatiane N. Rios (Health Inf. Sci. Syst., 2026)