Ricardo Araújo Rios

49 papers A* 1B 3Misc 1Journal 25Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Integrating multi-camera surveillance with transductive learning for duplicate removal. Neural Comput. Appl. Jorge Batista, 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, Ricardo Araújo Rios
2026	J	`jnl`	Multi-Label Incremental Learning for State Prediction of Actuator Devices in Smart Homes. IEEE Open J. Comput. Soc. Mayki dos Santos Oliveira, Eduardo Ferreira da Silva, Denis Robson Dantas Boaventura, Joel Machado Pires, Isaque Santana Copque, Diego Corrêa da Silva, Ricardo Araújo Rios, Ivan do Carmo Machado, Cássio Vinicius Serafim Prazeres, Maycon Leone Maciel Peixoto, Gustavo Bittencourt Figueiredo, Eduardo Santana de Almeida, Frederico Araújo Durão
2026	A*	`conf`	Salvador Urban Network Transportation (SUNT): A Landmark Spatiotemporal Dataset for Public Transportation (Abstract Reprint). AAAI Marcos Vinicius Ferreira, Matheus Souza, Tatiane N. Rios, Islame F. C. Fernandes, Jorge Nery, João Gama, Albert Bifet, Ricardo Araújo Rios
2025	—	`conf`	Are Current Computer Vision Models for Handgun Detection Ready to Be Deployed in Camera Surveillance Systems? BRACIS (4) Jorge Batista, 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
2025	J	`jnl`	Integrating wavelet transformation for end-to-end direct signal classification. Digit. Signal Process. Otávio V. Ribeiro-Filho, Moacir A. Ponti, Millaray Curilem, Ricardo Araújo Rios
2025	—	`conf`	Multi-objective Traveling Salesman Problem with Profits and Passengers: Exact, Heuristic and Evolutionary Approaches. GECCO Companion Juvenal B. A. Silva, Tarcisio A. P. Brito, Ricardo Araújo Rios, Tatiane Nogueira Rios, Islame F. C. Fernandes
2025	J	`jnl`	RMIDDM: an unsupervised and interpretable concept drift detection method for data streams. Data Min. Knowl. Discov. Ruivaldo Lobão-Neto, Brenno de Mello Alencar, Heitor Murilo Gomes, Albert Bifet, João Gama, Guilherme Weigert Cassales, Ricardo Araújo Rios
2024	—	`conf`	A Cluster Validity Protocol to Evaluate Internal Indices for Clustering of High-Dimensional Datasets. FUZZ Fernanda Silva Eustáquio, Ricardo Araújo Rios, Tatiane Nogueira Rios
2024	J	`jnl`	A new intelligent scheduler to improve reactive OpenFlow communication in SDN-based IoT data streams. Discov. Internet Things Ernando Batista, Brenno de Mello Alencar, Eliabe Silva, João Paulo Canário, Ricardo Araújo Rios, Schahram Dustdar, Gustavo B. Figueiredo, Cássio V. S. Prazeres
2024	—	`conf`	Fast Learning Enabled by In-Network Drift Detection. APNet Bruno Missi Xavier, Magnos Martinello, Celio Trois, Brenno de Mello Alencar, Ricardo Araújo Rios
2024	—	`conf`	Fuzzifying Chaos in Dynamical Systems. FUZZ Marcos Vinicius Ferreira, Tatiane Nogueira Rios, Ricardo Araújo Rios
2023	J	`jnl`	A graph-based machine learning framework identifies critical properties of FVIII that lead to hemophilia A. Frontiers Bioinform. Marcos Vinicius Ferreira, Tatiane Nogueira Rios, Ricardo Araújo Rios, Tiago J. S. Lopes
2023	J	`jnl`	Deep learning and multi-station classification of volcano-seismic events of the Nevados del Chillán volcanic complex (Chile). Neural Comput. Appl. Alejandro Ferreira, Millaray Curilem, Walter Gómez, Ricardo Araújo Rios
2023	J	`jnl`	Fog-DeepStream: A new approach combining LSTM and Concept Drift for data stream analytics on Fog computing. Internet Things Brenno de Mello Alencar, João Paulo Canário, Ruivaldo Lobão-Neto, Cássio V. S. Prazeres, Albert Bifet, Ricardo Araújo Rios
2023	B	`conf`	Modeling Protein Activities and Mutations with Graph Neural Networks: Insights into Hemophilia. IJCNN Marcos Vinicius Ferreira, Tiago J. S. Lopes, Ricardo Araújo Rios, Tatiane Nogueira Rios
2023	—	`conf`	Noise-Tolerant Self-Embedded LSTM for Seismic Event Classification. MLSP João Paulo Canário, Ricardo Araújo Rios
2023	J	`jnl`	eXplainable Ensemble Strategy using distinct and restrict learning biases: A case study on the Brazilian Forest. Appl. Soft Comput. Tatiane Nogueira Rios, Ricardo Araújo Rios, Rodrigo Fernandes de Mello
2022	J	`jnl`	A Machine Learning Framework Predicts the Clinical Severity of Hemophilia B Caused by Point-Mutations. Frontiers Bioinform. Tiago J. S. Lopes, Tatiane M. Nogueira, Ricardo Araújo Rios
2022	J	`jnl`	A face detection ensemble to monitor the adoption of face masks inside the public transportation during the COVID-19 pandemic. Multim. Tools Appl. João Paulo Canário, Marcos Vinicius Ferreira, Junot Freire, Matheus Carvalho, Ricardo Araújo Rios
2022	J	`jnl`	Brazilian Forest Dataset: A new dataset to model local biodiversity. J. Exp. Theor. Artif. Intell. Ricardo Araújo Rios, Tatiane Nogueira Rios, Gabriel R. Palma, Rodrigo Fernandes de Mello
2022	—	`conf`	Explaining noise effects in CNN: a practical case study on volcano signals. SIBGRAPI João Paulo Canário, Otávio Ribeiro, Ricardo Araújo Rios
2022	—	`ed.`	Intelligent Systems - 11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part I BRACIS (1) João Carlos Xavier Junior, Ricardo Araújo Rios
2022	—	`ed.`	Intelligent Systems - 11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part II BRACIS (2) João Carlos Xavier Junior, Ricardo Araújo Rios
2022	J	`jnl`	Real-time identification of eye fixations and saccades using radial basis function networks and Markov chains. Pattern Recognit. Lett. Ruivaldo Lobão-Neto, Adrien Brilhault, Sergio Neuenschwander, Ricardo Araújo Rios
2021	J	`jnl`	A New Robust Multivariate Mode Estimator for Eye-tracking Calibration. CoRR Adrien Brilhault, Sergio Neuenschwander, Ricardo Araújo Rios
2021	—	`conf`	Ethics of AI: Do the Face Detection Models Act with Prejudice? BRACIS (2) Marcos Vinícius dos Santos Ferreira, Ariel Almeida, João Paulo Canário, Matheus Souza, Tatiane M. Nogueira, Ricardo Araújo Rios
2021	B	`conf`	Fuzzy Software Analyzer (FSA): A New Approach for Interpreting Source Code Versioning Repositories. FUZZ-IEEE João C. B. Oliveira, Ricardo Araújo Rios, Eduardo Santana de Almeida, Cláudio Nogueira Sant'Anna, Tatiane Nogueira Rios
2021	J	`jnl`	Using fuzzy clustering to address imprecision and uncertainty present in deterministic components of time series. Appl. Soft Comput. Marcos Vinícius dos Santos Ferreira, Ricardo Araújo Rios, Rodrigo Fernandes de Mello, Tatiane Nogueira Rios
2020	J	`jnl`	Applying Concept Drift to Understand Hepatitis Evolution in Brazil. Cybern. Syst. Ricardo Araújo Rios, Tatiane Nogueira Rios, Rosemary Melo, Euler Santos de Santana, Técia Maria Santos Carneiro, Argemiro D. Oliveira Junior
2020	—	`conf`	Data Streams Are Time Series: Challenging Assumptions. BRACIS (2) Jesse Read, Ricardo Araújo Rios, Tatiane Nogueira, Rodrigo Fernandes de Mello
2020	J	`jnl`	FoT-Stream: A Fog platform for data stream analytics in IoT. Comput. Commun. Brenno de Mello Alencar, Ricardo Araújo Rios, Cleber Jorge Lira de Santana, Cássio V. S. Prazeres
2020	—	`conf`	Quantifying Temporal Novelty in Social Networks Using Time-Varying Graphs and Concept Drift Detection. BRACIS (2) Victor M. G. dos Santos, Rodrigo Fernandes de Mello, Tatiane Nogueira, Ricardo Araújo Rios
2020	J	`jnl`	Time series clustering using stochastic and deterministic influences. Int. J. Comput. Sci. Eng. Mirlei Moura Da Silva, Rodrigo Fernandes de Mello, Ricardo Araújo Rios
2019	—	`conf`	Bidirectional Mean Distance Estimation: A New Gap filling Method. BRACIS Marcos Ricardo Santos Oliveira, Ricardo Araújo Rios
2019	J	`jnl`	Decomposing time series into deterministic and stochastic influences: A survey. Digit. Signal Process. Felipe S. L. G. Duarte, Ricardo Araújo Rios, Eduardo R. Hruschka, Rodrigo Fernandes de Mello
2019	—	`conf`	Using Clustering in Eye-Tracking Calibration Task. BRACIS Adrien Brilhault, Sergio Neuenschwander, Ricardo Araújo Rios
2018	—	`conf`	Time Series Decomposition Using Spring System Applied on Phase Spaces. BRACIS Felipe Simoes Lage Gomes Duarte, Ricardo Araújo Rios, Eduardo Raul Hruschka, Rodrigo Fernandes de Mello
2018	B	`conf`	Using CNN To Classify Spectrograms of Seismic Events From Llaima Volcano (Chile). IJCNN Millaray Curilem, João Paulo Canário, Luis Franco, Ricardo Araújo Rios
2017	—	`conf`	Alocação dinâmica de largura de banda com predição dos próximos GRANT em redes Long-Reach PON. SBRC Madson R. Araujo, Alex S. Santos, Tamise S. França, Stéfani S. Pires, Maycon L. M. Peixoto, Ricardo Araújo Rios, Gustavo B. Figueiredo
2017	—	`conf`	Analyzing the Public Opinion on the Brazilian Political and Corruption Issues. BRACIS Ricardo Araújo Rios, Caio S. Lopes, Fabio H. G. Sikansi, Paulo A. Pagliosa, Rodrigo Fernandes de Mello
2017	—	`conf`	Applying classification methods to model standby power consumption in the Internet of Things. ICNSC Leandro José Silva Andrade, Ricardo Araújo Rios, Tatiane M. Nogueira, Cássio V. S. Prazeres
2017	J	`jnl`	Is Even Data Analysis Ready Today? Int. J. Unconv. Comput. Rodrigo Fernandes de Mello, Ricardo Araújo Rios, Paulo A. Pagliosa, Renato Porfirio Ishii
2017	Misc	`conf`	TSViz: a data stream architecture to online collect, analyze, and visualize tweets. SAC Ricardo Araújo Rios, Paulo A. Pagliosa, Renato Porfirio Ishii, Rodrigo Fernandes de Mello
2016	J	`jnl`	Applying Empirical Mode Decomposition and mutual information to separate stochastic and deterministic influences embedded in signals. Signal Process. Ricardo Araújo Rios, Rodrigo Fernandes de Mello
2016	J	`jnl`	Using dynamical systems tools to detect concept drift in data streams. Expert Syst. Appl. Fausto Guzzo da Costa, Ricardo Araújo Rios, Rodrigo Fernandes de Mello
2015	J	`jnl`	Testing for Linear and Nonlinear Gaussian Processes in Nonstationary Time Series. Int. J. Bifurc. Chaos Ricardo Araújo Rios, Michael Small, Rodrigo Fernandes de Mello
2013	J	`jnl`	Improving time series modeling by decomposing and analyzing stochastic and deterministic influences. Signal Process. Ricardo Araújo Rios, Rodrigo Fernandes de Mello
2013	—	`—`	Modelagem de séries temporais por meio da decomposição e análise de influências estocásticas e determinísticas. Ricardo Araújo Rios
2011	J	`jnl`	Classification of time series generation processes using experimental tools: a survey and proposal of an automatic and systematic approach. Int. J. Comput. Sci. Eng. Renato Porfirio Ishii, Ricardo Araújo Rios, Rodrigo Fernandes de Mello