Adriano L. I. Oliveira

132 papers A 2B 40C 9Misc 3Journal 42Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Ulysses Tesemõ: a new large corpus for Brazilian legal and governmental domain. Lang. Resour. Evaluation Felipe Alves Siqueira, Douglas Vitório, Ellen Souza, José A. P. Santos, Hidelberg Oliveira Albuquerque, Márcio de Souza Dias, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho, Adriano L. I. Oliveira, Carmelo J. A. Bastos Filho
2024	J	`jnl`	Correction to: An investigation of online and offline learning models for online just-in-time software defect prediction. Empir. Softw. Eng. George G. Cabral, Leandro L. Minku, Adriano L. I. Oliveira, Dinaldo A. Pessoa, Sadia Tabassum
2024	—	`conf`	Robust Handwritten Signature Representation with Continual Learning of Synthetic Data over Predefined Real Feature Space. ICDAR (2) Talles Brito Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2024	J	`jnl`	Sighted particles: improving swarm optimization by making particles aware of their surroundings. Evol. Intell. Wagner J. F. Silva, Telmo de Menezes e Silva Filho, Delmiro D. Sampaio Neto, Renata M. C. R. Souza, Adriano L. I. Oliveira, Francisco José de A. Cysneiros
2023	J	`jnl`	An investigation of online and offline learning models for online Just-in-Time Software Defect Prediction. Empir. Softw. Eng. George G. Cabral, Leandro L. Minku, Adriano L. I. Oliveira, Dinaldo A. Pessoa, Sadia Tabassum
2023	J	`jnl`	Ensemble Effort Estimation: An updated and extended systematic literature review. J. Syst. Softw. Jose Thiago H. de A. Cabral, Adriano L. I. Oliveira, Fabio Q. B. da Silva
2023	J	`jnl`	Named Entity Recognition: a Survey for the Portuguese Language. Proces. del Leng. Natural Hidelberg Oliveira Albuquerque, Ellen Souza, Carlos Gomes, Matheus Henrique de C. Pinto, Ricardo P. S. Filho, Rosimeire Costa, Vinícius Teixeira de M. Lopes, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho, Adriano L. I. Oliveira
2023	—	`conf`	On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents. EPIA (2) Hidelberg Oliveira Albuquerque, Ellen Souza, Adriano L. I. Oliveira, David L. Macêdo, Cleber Zanchettin, Douglas Vitório, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho
2023	J	`jnl`	Tackling Virtual and Real Concept Drifts: An Adaptive Gaussian Mixture Model Approach. IEEE Trans. Knowl. Data Eng. Gustavo H. F. M. Oliveira, Leandro L. Minku, Adriano L. I. Oliveira
2022	B	`conf`	An Adapted GRASP Approach for Hyperparameter Search on Deep Networks Applied to Tabular Data. IJCNN Andersson A. Da Silva, Amanda S. Xavier, David L. Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira
2022	B	`conf`	Contrastive Learning of Handwritten Signature Representations for Writer-Independent Verification. IJCNN Talles Brito Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2022	—	`conf`	Detecting Malicious HTTP Requests Without Log Parser Using RequestBERT-BiLSTM. BRACIS (2) Levi S. Ramos Júnior, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2022	J	`jnl`	Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples. IEEE Trans. Neural Networks Learn. Syst. David L. Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2022	—	`conf`	LogBERT-BiLSTM: Detecting Malicious Web Requests. ICANN (3) Levi S. Ramos Júnior, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2022	J	`jnl`	Multi-human Fall Detection and Localization in Videos. Comput. Vis. Image Underst. Mouglas Eugênio Nasário Gomes, David L. Macêdo, Cleber Zanchettin, Paulo Salgado Gomes de Mattos Neto, Adriano L. I. Oliveira
2022	—	`conf`	Ulysses-RFSQ: A Novel Method to Improve Legal Information Retrieval Based on Relevance Feedback. BRACIS (1) Douglas Vitório, Ellen Souza, Lucas Martins, Nádia Félix F. da Silva, André Carlos Ponce de Leon Ferreira de Carvalho, Adriano L. I. Oliveira
2022	—	`conf`	UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition. PROPOR Hidelberg Oliveira Albuquerque, Rosimeire Costa, Gabriel Silvestre, Ellen Souza, Nádia Félix F. da Silva, Douglas Vitório, Gyovana Moriyama, Lucas Martins, Luiza Soezima, Augusto Nunes, Felipe Siqueira, João Pedro M. Tarrega, João Vitor P. Beinotti, Márcio de Souza Dias, Matheus Silva, Miguel de Mattos Gardini, Vinícius Adolfo Pereira da Silva, André C. P. L. F. de Carvalho, Adriano L. I. Oliveira
2021	C	`conf`	An Information Retrieval Pipeline for Legislative Documents from the Brazilian Chamber of Deputies. JURIX Ellen Souza, Douglas Vitório, Gyovana Moriyama, Luiz Santos, Lucas Martins, Mariana Souza, Márcio Fonseca F. da Silva, Nádia Félix, André C. P. L. F. de Carvalho, Hidelberg Oliveira Albuquerque, Adriano L. I. Oliveira
2021	—	`conf`	Assessing the Impact of Stemming Algorithms Applied to Brazilian Legislative Documents Retrieval. STIL Ellen Souza, Gyovana Moriyama, Douglas Vitório, André C. P. L. F. de Carvalho, Nádia Félix, Hidelberg Oliveira Albuquerque, Adriano L. I. Oliveira
2021	J	`jnl`	Ensemble Effort Estimation using dynamic selection. J. Syst. Softw. Jose Thiago H. de A. Cabral, Adriano L. I. Oliveira
2021	B	`conf`	Entropic Out-of-Distribution Detection. IJCNN David L. Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2021	B	`conf`	Identification of Microorganism Colony Odor Signature using InceptionTime. SMC Paulo M. Vasconcelos, David L. Macêdo, Leandro M. Almeida, Reginaldo G. L. Neto, Clayton A. Benevides, Cleber Zanchettin, Adriano L. I. Oliveira
2021	B	`conf`	Multi-Class Mobile Money Service Financial Fraud Detection by Integrating Supervised Learning with Adversarial Autoencoders. IJCNN Julio Cezar Soares Silva, David L. Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Adiel Teixeira de Almeida Filho
2021	J	`jnl`	Tackling Virtual and Real Concept Drifts: An Adaptive Gaussian Mixture Model. CoRR Gustavo H. F. M. Oliveira, Leandro L. Minku, Adriano L. I. Oliveira
2020	J	`jnl`	A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification. CoRR Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	J	`jnl`	A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification. Expert Syst. Appl. Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	B	`conf`	An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification. ICPR Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	J	`jnl`	An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification. CoRR Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	—	`conf`	Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. GECCO Companion Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	J	`jnl`	Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. CoRR Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	B	`conf`	KutralNet: A Portable Deep Learning Model for Fire Recognition. IJCNN Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2020	J	`jnl`	KutralNet: A Portable Deep Learning Model for Fire Recognition. CoRR Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2020	J	`jnl`	Squeezed Deep 6DoF Object Detection Using Knowledge Distillation. CoRR Heitor Felix, Walber M. Rodrigues, David L. Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin
2020	B	`conf`	Squeezed Deep 6DoF Object Detection using Knowledge Distillation. IJCNN Heitor Felix, Walber M. Rodrigues, David L. Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin
2020	J	`jnl`	Swarm optimization clustering methods for opinion mining. Nat. Comput. Ellen Souza, Diego Santos, Gustavo H. F. M. Oliveira, Alisson Silva, Adriano L. I. Oliveira
2019	J	`jnl`	A deep increasing-decreasing-linear neural network for financial time series prediction. Neurocomputing Ricardo de A. Araújo, Nadia Nedjah, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
2019	J	`jnl`	A sequential learning method with Kalman filter and extreme learning machine for regression and time series forecasting. Neurocomputing Jarley Palmeira Nóbrega, Adriano L. I. Oliveira
2019	—	`conf`	Characterization of Handwritten Signature Images in Dissimilarity Representation Space. ICCS (3) Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2019	J	`jnl`	Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss. CoRR David L. Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp, Teresa Bernarda Ludermir
2019	J	`jnl`	Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study. Expert Syst. Appl. David L. Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2019	—	`conf`	Evaluating Active Learning Sampling Strategies for Opinion Mining in Brazilian Politics Corpora. EPIA (2) Douglas Vitório, Ellen Souza, Adriano L. I. Oliveira
2019	B	`conf`	GMM-VRD: A Gaussian Mixture Model for Dealing With Virtual and Real Concept Drifts. IJCNN Gustavo H. F. M. Oliveira, Leandro L. Minku, Adriano L. I. Oliveira
2019	B	`conf`	On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification. IJCNN Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2019	—	`conf`	Using Active Learning Sampling Strategies for Ensemble Generation on Opinion Mining. BRACIS Douglas Vitório, Ellen Souza, Adriano L. I. Oliveira
2018	—	`conf`	A Writer-Independent Approach for Offline Signature Verification using Deep Convolutional Neural Networks Features. BRACIS Victor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin
2018	J	`jnl`	A writer-independent approach for offline signature verification using deep convolutional neural networks features. CoRR Victor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin
2018	B	`conf`	Aggregation of Time Series Forecasts via Cacoullos Copula. IJCNN Ricardo T. A. de Oliveira, Thaize Fernandes O. de Assis, Paulo Renato A. Firmino, Tiago A. E. Ferreira, Adriano L. I. Oliveira
2018	J	`jnl`	Characterising text mining: a systematic mapping review of the Portuguese language. IET Softw. Ellen Souza, Danilo Costa, Dayvid Castro, Douglas Vitório, Ingryd Teles, Rafaela Almeida, Tiago Alves, Adriano L. I. Oliveira, Cristine Gusmão
2018	J	`jnl`	Evolutionary-morphological learning machines for high-frequency financial time series prediction. Swarm Evol. Comput. Ricardo de A. Araújo, Nadia Nedjah, José Manoel de Seixas, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
2018	—	`conf`	Process Mining Discovery Techniques in a Low-Structured Process Works? BRACIS Raphael J. D'Castro, Adriano L. I. Oliveira, Augusto H. Terra
2018	B	`conf`	Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions. IJCNN Aline Gondim Santos, Camila Oliveira de Souza, Cleber Zanchettin, David Macedo, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2018	B	`conf`	SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation. IJCNN Luiz Antonio de Oliveira Junior, Heitor R. Medeiros, David Macedo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2017	J	`jnl`	A class of hybrid multilayer perceptrons for software development effort estimation problems. Expert Syst. Appl. Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
2017	J	`jnl`	A morphological neural network for binary classification problems. Eng. Appl. Artif. Intell. Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
2017	J	`jnl`	Automatic trading method based on piecewise aggregate approximation and multi-swarm of improved self-adaptive particle swarm optimization with validation. Decis. Support Syst. Rodrigo C. Brasileiro, Victor L. F. Souza, Adriano L. I. Oliveira
2017	B	`conf`	Heterogeneous Ensemble Dynamic Selection for Software Development Effort Estimation. ICTAI Jose Thiago H. de A. Cabral, Ricardo de A. Araújo, Jarley Palmeira Nóbrega, Adriano L. I. Oliveira
2017	—	`conf`	Investigating Opinion Mining through Language Varieties: a Case Study of Brazilian and European Portuguese tweets. STIL Douglas Vitório, Ellen Polliana Ramos Souza, Ingryd Pereira, Adriano L. I. Oliveira
2017	Misc	`conf`	Optimizing speaker-specific filter banks for speaker verification. ICASSP Hector N. B. Pinheiro, Fernando M. P. Neto, Adriano L. I. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti, André Gustavo Adami
2017	J	`jnl`	Smoothed n-gram based models for tweet language identification: A case study of the Brazilian and European Portuguese national varieties. Appl. Soft Comput. Dayvid Castro, Ellen Souza, Douglas Vitório, Diego Santos, Adriano L. I. Oliveira
2017	—	`conf`	The Impact of Dataset Complexity on Transfer Learning over Convolutional Neural Networks. ICANN (2) Miguel D. de S. Wanderley, Leonardo de A. e Bueno, Cleber Zanchettin, Adriano L. I. Oliveira
2017	B	`conf`	Time Series Forecasting in the Presence of Concept Drift: A PSO-based Approach. ICTAI Gustavo H. F. M. Oliveira, Rodolfo Carneiro Cavalcante, George G. Cabral, Leandro L. Minku, Adriano L. I. Oliveira
2016	B	`conf`	A probabilistic and dynamic chart pattern recognition hybrid system applied to foreign exchange rate prediction. IJCNN Rodrigo F. B. de Brito, Adriano L. I. Oliveira
2016	—	`conf`	An Unsupervised Particle Swarm Optimization Approach for Opinion Clustering. BRACIS Ellen Souza, Adriano L. I. Oliveira, Gustavo H. F. M. Oliveira, Alisson Silva, Diego Santos
2016	—	`conf`	Characterizing Opinion Mining: A Systematic Mapping Study of the Portuguese Language. PROPOR Ellen Souza, Douglas Vitório, Dayvid Castro, Adriano L. I. Oliveira, Cristine Gusmão
2016	—	`conf`	Characterizing User-Generated Text Content Mining: A Systematic Mapping Study of the Portuguese Language. WorldCIST (1) Ellen Souza, Dayvid Castro, Douglas Vitório, Ingryd Teles, Adriano L. I. Oliveira, Cristine Gusmão
2016	J	`jnl`	Computational Intelligence and Financial Markets: A Survey and Future Directions. Expert Syst. Appl. Rodolfo Carneiro Cavalcante, Rodrigo C. Brasileiro, Victor L. F. Souza, Jarley Palmeira Nóbrega, Adriano L. I. Oliveira
2016	B	`conf`	Copulas-based ensemble of Artificial Neural Networks for forecasting real world time series. IJCNN Ricardo T. A. de Oliveira, Thaize Fernandes O. de Assis, Paulo Renato A. Firmino, Tiago A. E. Ferreira, Adriano L. I. Oliveira
2016	B	`conf`	FEDD: Feature Extraction for Explicit Concept Drift Detection in time series. IJCNN Rodolfo Carneiro Cavalcante, Leandro L. Minku, Adriano L. I. Oliveira
2016	—	`conf`	TOPIE: An Open-Source Opinion Mining Pipeline to Analyze Consumers' Sentiment in Brazilian Portuguese. PROPOR Ellen Souza, Tiago Alves, Ingryd Teles, Adriano L. I. Oliveira, Cristine Gusmão
2015	A	`conf`	A Model with Evolutionary Covariance-based Learning for High-Frequency Financial Forecasting. GECCO Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
2015	B	`conf`	A PAA-PSO technique for investment strategies in the financial market. IJCNN Victor L. F. Souza, Rodrigo C. Brasileiro, Adriano L. I. Oliveira
2015	B	`conf`	An approach to handle concept drift in financial time series based on Extreme Learning Machines and explicit Drift Detection. IJCNN Rodolfo Carneiro Cavalcante, Adriano L. I. Oliveira
2015	J	`jnl`	Hybrid methods for fuzzy clustering based on fuzzy c-means and improved particle swarm optimization. Expert Syst. Appl. Telmo de Menezes e Silva Filho, Bruno A. Pimentel, Renata M. C. R. Souza, Adriano L. I. Oliveira
2015	—	`conf`	Sistema de Previsão do Tempo de Chegada dos Ônibus Baseado em Dados Históricos Utilizando Modelos de Regressão [Prediction System of Bus Arrival Time Based on Historical Data Using Regression Models]. SBSI Kassio R. Coquita, Arley Ramalho R. Ristar, Adriano L. I. Oliveira, Patrícia C. A. R. Tedesco
2014	B	`conf`	A combination forecasting model using machine learning and Kalman filter for statistical arbitrage. SMC Jarley Palmeira Nóbrega, Adriano L. I. Oliveira
2014	B	`conf`	An autonomous trader agent for the stock market based on online sequential extreme learning machine ensemble. IJCNN Rodolfo Carneiro Cavalcante, Adriano L. I. Oliveira
2014	J	`jnl`	One-Class Classification based on searching for the problem features limits. Expert Syst. Appl. George G. Cabral, Adriano L. I. Oliveira
2014	B	`conf`	Sliding window-based analysis of multiple foreign exchange trading systems by using soft computing techniques. IJCNN Rodrigo F. B. de Brito, Adriano L. I. Oliveira
2013	B	`conf`	A learning process based on covariance matrix adaptation for morphological-linear perceptrons. IEEE Congress on Evolutionary Computation Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira
2013	B	`conf`	Automatic method for stock trading combining technical analysis and the Artificial Bee Colony Algorithm. IEEE Congress on Evolutionary Computation Rodrigo C. Brasileiro, Victor L. F. Souza, Bruno J. T. Fernandes, Adriano L. I. Oliveira
2013	B	`conf`	Preprocessing unbalanced data using weighted support vector machines for prediction of heart disease in children. IJCNN Thiago Tavares, Adriano L. I. Oliveira, George G. Cabral, Sandra da Silva Mattos, Renata Grigorio
2012	C	`conf`	A Dilation-Erosion-Linear Perceptron for Bovespa Index Prediction. IDEAL Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira
2012	—	`conf`	A Hybrid Model for S&P500 Index Forecasting. ICANN (2) Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira
2012	B	`conf`	A foreign exchange market trading system by combining GHSOM and SVR. IJCNN Rodrigo F. B. de Brito, Adriano L. I. Oliveira
2012	J	`jnl`	An evolutionary morphological approach for software development cost estimation. Neural Networks Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio Soares, Silvio R. L. Meira
2012	B	`conf`	Comparative Study of FOREX Trading Systems Built with SVR+GHSOM and Genetic Algorithms Optimization of Technical Indicators. ICTAI Rodrigo F. B. de Brito, Adriano L. I. Oliveira
2012	J	`jnl`	Hybrid morphological methodology for software development cost estimation. Expert Syst. Appl. Ricardo de A. Araújo, Sérgio Soares, Adriano L. I. Oliveira
2012	—	`conf`	One-Class Classification through Optimized Feature Boundaries Detection and Prototype Reduction. ICANN (1) George G. Cabral, Adriano L. I. Oliveira
2011	A	`conf`	An evolutionary approach to design dilation-erosion perceptrons for stock market indices forecasting. GECCO Ricardo Araujo Costa, Adriano L. I. Oliveira, Sérgio Soares, Silvio Romero de Lemos Meira
2011	B	`conf`	Designing dilation-erosion perceptrons with differential evolutionary learning for air pressure forecasting. IJCNN Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio C. B. Soares, Silvio R. L. Meira
2011	B	`conf`	Dilation-erosion perceptrons with evolutionary learning for weather forecasting. SMC Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio Soares, Silvio R. L. Meira
2011	B	`conf`	Gradient-based morphological approach for software development cost estimation. IJCNN Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio C. B. Soares, Silvio R. L. Meira
2011	B	`conf`	Predicting software defects: A cost-sensitive approach. SMC Miguel E. R. Bezerra, Adriano L. I. Oliveira, Paulo J. L. Adeodato
2010	B	`conf`	A hybrid method for novelty detection in time series based on states transitions and swarm intelligence. IJCNN George G. Cabral, Adriano L. I. Oliveira
2010	J	`jnl`	GA-based method for feature selection and parameters optimization for machine learning regression applied to software effort estimation. Inf. Softw. Technol. Adriano L. I. Oliveira, Petrônio L. Braga, Ricardo Massa Ferreira Lima, Márcio Cornélio
2010	B	`conf`	Scheduling parallel jobs for multiphysics simulators. IEEE Congress on Evolutionary Computation Renata Medeiros de Carvalho, Ricardo Massa Ferreira Lima, Adriano L. I. Oliveira, Felix C. G. Santos
2009	J	`jnl`	A novel hybrid training method for hopfield neural networks applied to routing in communications networks. Int. J. Hybrid Intell. Syst. Wesnaida H. Schuler, Carmelo J. A. Bastos Filho, Adriano L. I. Oliveira
2009	J	`jnl`	Combining nearest neighbor data description and structural risk minimization for one-class classification. Neural Comput. Appl. George G. Cabral, Adriano L. I. Oliveira, Carlos B. G. Cahu
2009	B	`conf`	Predicting Stock Trends through Technical Analysis and Nearest Neighbor Classification. SMC Lamartine Almeida Teixeira, Adriano L. I. Oliveira
2008	—	`conf`	A Comparative Analysis of One-class Structural Risk Minimization by Support Vector Machines and Nearest Neighbor Rule. IFIP AI George G. Cabral, Adriano L. I. Oliveira
2008	—	`conf`	A Comparative Study of Machine Learning Techniques for Caries Prediction. ICTAI (2) Robson D. Montenegro, Adriano L. I. Oliveira, George G. Cabral, Cintia R. T. Katz, Aronita Rosenblatt
2008	Misc	`conf`	A GA-based feature selection and parameters optimization for support vector regression applied to software effort estimation. SAC Petrônio L. Braga, Adriano L. I. Oliveira, Silvio R. L. Meira
2008	B	`conf`	A fast and reliable routing algorithm based on Hopfield Neural Networks optimized by Particle Swarm Optimization. IJCNN Carmelo J. A. Bastos Filho, Wesnaida H. Schuler, Adriano L. I. Oliveira
2008	—	`conf`	Adjusting Weights and Architecture of Neural Networks through PSO with Time-Varying Parameters and Early Stopping. SBRN Lamartine Almeida Teixeira, Felipe T. G. Oliveira, Adriano L. I. Oliveira, Carmelo J. A. Bastos Filho
2008	—	`conf`	Enhancing RBF-DDA Algorithm's Robustness: Neural Networks Applied to Prediction of Fault-Prone Software Modules. IFIP AI Miguel E. R. Bezerra, Adriano L. I. Oliveira, Paulo J. L. Adeodato, Silvio R. L. Meira
2008	—	`conf`	Handwritten Digit Segmentation in Images of Historical Documents with One-Class Classifiers. ICTAI (2) V. M. O. Alves, Adriano L. I. Oliveira, E. R. Silva Jr., Carlos A. B. Mello
2008	—	`conf`	Historical Document Image Binarization. VISAPP (1) Carlos A. B. Mello, Adriano L. I. Oliveira, Ángel Sánchez
2008	J	`jnl`	Novelty detection with constructive probabilistic neural networks. Neurocomputing Adriano L. I. Oliveira, Flavio R. G. Costa, Clovis O. S. Filho
2007	B	`conf`	A Constructive RBF Neural Network for Estimating the Probability of Defects in Software Modules. IJCNN Miguel E. R. Bezerra, Adriano L. I. Oliveira, Silvio R. L. Meira
2007	C	`conf`	A Hybrid Hopfield Network-Simulated Annealing approach to Optimize Routing Processes in Telecommunications Networks. ISDA Wesnaida H. Schuler, Carmelo J. A. Bastos Filho, Adriano L. I. Oliveira
2007	—	`conf`	A Novel Approach for a Routing Algorithm Based on a Discrete Time Hopfield Neural Network. FOCI Carmelo J. A. Bastos Filho, Robson A. Santana, Adriano L. I. Oliveira
2007	C	`conf`	A Novel Hybrid Training Method for Hopfield Neural Networks Applied to Routing in Communications Networks. HIS Wesnaida H. Schuler, Carmelo J. A. Bastos Filho, Adriano L. I. Oliveira
2007	B	`conf`	A Novel Method for One-Class Classification Based on the Nearest Neighbor Data Description and Structural Risk Minimization. IJCNN George G. Cabral, Adriano L. I. Oliveira, Carlos B. G. Cahu
2007	B	`conf`	Bagging Predictors for Estimation of Software Project Effort. IJCNN Petrônio L. Braga, Adriano L. I. Oliveira, Gustavo H. T. Ribeiro, Silvio R. L. Meira
2007	—	`conf`	Based on Color Quantization by Genetic Algorithms. ICTAI (1) Carmelo J. A. Bastos Filho, Carlos A. B. Mello, Júlio Dantas Andrade, Davi M. A. Falcão, Marília P. Lima, Wellington P. dos Santos, Adriano L. I. Oliveira
2007	C	`conf`	Comparative Study of Clustering Techniques for the Organization of Software Repositories. HIS Ronaldo C. Veras, Silvio R. L. Meira, Adriano L. I. Oliveira, Bruno J. M. Melo
2007	—	`conf`	Comparative Study of Clustering Techniques for the Organization of Software Repositories. ICTAI (1) Ronaldo C. Veras, Silvio R. L. Meira, Adriano L. I. Oliveira, Bruno J. M. Melo
2007	—	`conf`	Software Effort Estimation Using Machine Learning Techniques with Robust Confidence Intervals. ICTAI (1) Petrônio L. Braga, Adriano L. I. Oliveira, Silvio R. L. Meira
2007	C	`conf`	Software Effort Estimation using Machine Learning Techniques with Robust Confidence Intervals. HIS Petrônio L. Braga, Adriano L. I. Oliveira, Silvio R. L. Meira
2006	J	`jnl`	Detecting novelties in time series through neural networks forecasting with robust confidence intervals. Neurocomputing Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
2006	J	`jnl`	Estimation of software project effort with support vector regression. Neurocomputing Adriano L. I. Oliveira
2006	B	`conf`	Improving RBF-DDA Performance on Optical Character Recognition through Weights Adjustment. IJCNN Adriano L. I. Oliveira, Silvio R. L. Meira
2006	J	`jnl`	On the Influence of Parameter theta Int. J. Neural Syst. Adriano L. I. Oliveira, Ericles A. Medeiros, Thyago A. B. V. Rocha, Miguel E. R. Bezerra, Ronaldo C. Veras
2006	—	`conf`	Optical Digit Recognition for Images of Handwritten Historical Documents. SBRN Adriano L. I. Oliveira, Carlos A. B. Mello, E. R. Silva Jr., V. M. O. Alves
2005	C	`conf`	A Comparative Study on Support Vector Machine and Constructive RBF Neural Network for Prediction of Success of Dental Implants. CIARP Adriano L. I. Oliveira, Carolina Baldisserotto, Julio Baldisserotto
2005	C	`conf`	A Study on the Influence of Parameter ?- on Performance of RBF Neural Networks Trained with the Dynamic Decay Adjustment Algorithm. HIS Adriano L. I. Oliveira, Ericles A. Medeiros, Thyago A. B. V. Rocha, Miguel E. R. Bezerra, Ronaldo C. Veras
2005	J	`jnl`	Improving constructive training of RBF networks through selective pruning and model selection. Neurocomputing Adriano L. I. Oliveira, Bruno J. M. Melo, Silvio Romero de Lemos Meira
2004	Misc	`conf`	A Method Based on RBF-DDA Neural Networks for Improving Novelty Detection in Time Series. FLAIRS Adriano L. I. Oliveira, Fernando Buarque de Lima Neto, Silvio Romero de Lemos Meira
2004	—	`conf`	Combining Data Reduction and Parameter Selection for Improving RBF-DDA Performance. IBERAMIA Adriano L. I. Oliveira, Bruno J. M. Melo, Fernando Buarque de Lima Neto, Silvio Romero de Lemos Meira
2004	—	`conf`	Combining MLP and RBF Neural Networks for Novelty Detection in Short Time Series. MICAI Adriano L. I. Oliveira, Fernando Buarque de Lima Neto, Silvio Romero de Lemos Meira
2004	—	`conf`	Improving RBF-DDA Performance on Optical Character Recognition through Parameter Selection. ICPR (4) Adriano L. I. Oliveira, Fernando Buarque de Lima Neto, Silvio Romero de Lemos Meira
2003	C	`conf`	Novelty Detection for Short Time Series with Neural Networks. HIS Adriano L. I. Oliveira, Fernando Buarque de Lima Neto, Silvio Romero de Lemos Meira