A Combined Constraint-Based Search Method for Single-Track Railway Scheduling Problem. - Elias Oliveira; Barbara M. Smith (EPIA, 2001)

Automated Free Text Classification of Economic Activities Using VG-RAM Weightless Neural Networks. - Alberto F. De Souza; Felipe Pedroni; Elias Oliveira; Patrick Marques Ciarelli; Wallace Favoreto Henrique; Lucas de Paula Veronese (ISDA, 2007)

Face Recognition with VG-RAM Weightless Neural Networks. - Alberto Ferreira de Souza; Claudine Badue; Felipe Pedroni; Elias Oliveira; Stiven Schwanz Dias; Hallysson Oliveira; Sotério Ferreira de Souza (ICANN (1), 2008)

A Comparison between a KNN Based Approach and a PNN Algorithm for a Multi-label Classification Problem. - Elias Oliveira; Patrick Marques Ciarelli; Claudine Badue; Alberto Ferreira de Souza (ISDA (2), 2008)

Using a Probabilistic Neural Network for a Large Multi-label Problem. - Elias Oliveira; Patrick Marques Ciarelli; Alberto Ferreira de Souza; Claudine Badue (SBRN, 2008)

Avaliação do desempenho do algoritmo ML-kNN em classificação de textos livres de atividades econômicas. - Elias Oliveira; Patrick Marques Ciarelli; Felipe Pedroni; Wallace Favoreto Henrique; Lucas de Paula Veronese (WebMedia (Companion), 2008)

An Enhanced Probabilistic Neural Network Approach Applied to Text Classification. - Patrick Marques Ciarelli; Elias Oliveira (CIARP, 2009)

Agglomeration and Elimination of Terms for Dimensionality Reduction. - Patrick Marques Ciarelli; Elias Oliveira (ISDA, 2009)

Automated multi-label text categorization with VG-RAM weightless neural networks. - Alberto Ferreira de Souza; Felipe Pedroni; Elias Oliveira; Patrick Marques Ciarelli; Wallace Favoreto Henrique; Lucas de Paula Veronese; Claudine Badue (Neurocomputing, 2009)

An Evolving System Based on Probabilistic Neural Network. - Patrick Marques Ciarelli; Evandro O. T. Salles; Elias Oliveira (SBRN, 2010)

Human automatic detection and tracking for outdoor video. - Patrick Marques Ciarelli; Evandro O. T. Salles; Elias Oliveira (Integr. Comput. Aided Eng., 2011)

An incremental neural network with a reduced architecture. - Patrick Marques Ciarelli; Elias Oliveira; Evandro O. T. Salles (Neural Networks, 2012)

CNAE-9. - Patrick Marques Ciarelli; Elias Oliveira (UCI Machine Learning Repository, 2012)

Recommending the Right Activities based on the Needs of each Student. - Elias Oliveira; Márcia Gonçalves de Oliveira; Patrick Marques Ciarelli (KDIR/KMIS, 2013)

Impact of the characteristics of data sets on incremental learning. - Patrick Marques Ciarelli; Elias Oliveira; Evandro O. T. Salles (Artif. Intell. Res., 2013)

Recommendation of programming activities by multi-label classification for a formative assessment of students. - Márcia Gonçalves de Oliveira; Patrick Marques Ciarelli; Elias Oliveira (Expert Syst. Appl., 2013)

A strategy for automatic moderation of a large data set of users comments. - Marcos Rodrigues Saude; Marcelo de Medeiros Soares; Henrique Gomes Basoni; Patrick Marques Ciarelli; Elias Oliveira (CLEI, 2014)

Combining Clustering and Classification Approaches for Reducing the Effort of Automatic Tweets Classification. - Elias Oliveira; Henrique Gomes Basoni; Marcos Rodrigues Saude; Patrick Marques Ciarelli (KDIR, 2014)

Multi-label incremental learning applied to web page categorization. - Patrick Marques Ciarelli; Elias Oliveira; Evandro O. T. Salles (Neural Comput. Appl., 2014)

Using the Cluster-based Tree Structure of k-Nearest Neighbor to Reduce the Effort Required to Classify Unlabeled Large Datasets. - Elias Oliveira; Howard Roatti; Matheus de Araujo Nogueira; Henrique Gomes Basoni; Patrick Marques Ciarelli (KDIR, 2015)

Achieving a compromise between performance and complexity of structure: An incremental approach. - Patrick Marques Ciarelli; Elias Oliveira (Inf. Sci., 2015)

Uso de uma Ferramenta de Processamento de Linguagem Natural como Auxílio à Coleta de Exemplos para o Estudo de Propriedades Sintático-Semânticas de Verbos. - Larissa Picoli; Juliana P. C. Pirovani; Elias de Oliveira; Éric Laporte 001 (Linguamática, 2015)

Recommending Groups to Users based Both on Their Textual and Image Posts. - Elias Oliveira; Howard Roatti; Gustavo Ramos Lima; Patrick Marques Ciarelli (KDIR, 2016)

CRF+LG: A Hybrid Approach for the Portuguese Named Entity Recognition. - Juliana P. C. Pirovani; Elias de Oliveira (ISDA, 2017)

Gestão do conhecimento, aprendizagem móvel e direito do consumidor: estratégia para acesso à informação. - Elias Oliveira; Juliana R. Basto Diniz (SBSI, 2017)

Analysing rotation-invariance of a log-polar transformation in convolutional neural networks. - Marta Amorim; Frederico Damasceno Bortoloti; Patrick Marques Ciarelli; Elias de Oliveira; Alberto Ferreira de Souza (IJCNN, 2018)

Portuguese Named Entity Recognition using Conditional Random Fields and Local Grammars. - Juliana P. C. Pirovani; Elias de Oliveira (LREC, 2018)

Indexing Names of Persons in a Large Dataset of a Newspaper. - Juliana P. C. Pirovani; Matheus de Araujo Nogueira; Elias de Oliveira (PROPOR, 2018)

Concordance Comparison as a Means of Assembling Local Grammars. - Juliana P. C. Pirovani; Elias de Oliveira; Éric Laporte 001 (PROPOR, 2018)

Reconhecimento Automático de Representações de Rúbricas em Agrupamentos de Soluções de Exercícios de Programação. - Márcia Gonçalves de Oliveira; Leonardo Leal Reblin; Mateus Batista de Souza; Elias Oliveira (Revista Brasileira de Informática na Educ., 2018)

The Influence of NER on the Essay Grading. - Elias Oliveira; James Alves; Jessica Oliveira Brito; Juliana P. C. Pirovani (ISDA, 2019)

Structures Discovering for Optimizing External Clustering Validation Metrics. - Marcos A. Spalenza; Juliana P. C. Pirovani; Elias de Oliveira (ISDA, 2019)

Adapting NER (CRF+LG) for Many Textual Genres. - Juliana P. C. Pirovani; James Alves; Marcos Spalenza; Wesley Silva; Cristiano da Silveira Colombo; Elias Oliveira (IberLEF@SEPLN, 2019)

Recommendation Filtering à la carte for Intelligent Tutoring Systems. - Wesley Silva; Marcos Spalenza; Jean-Rémi Bourguet; Elias de Oliveira (BIAS, 2020)

Using $ text{CRF}+ text{LG}$ for automated classification of named entities in newspaper texts. - Jaimel de Oliveira Lima; Cristiano da Silveira Colombo; Flávio Izo; Juliana Pinheiro Campos Pirovani; Elias de Oliveira (CLEI, 2020)

Towards a Tailored Hybrid Recommendation-based System for Computerized Adaptive Testing through Clustering and IRT. - Wesley Silva; Marcos Spalenza; Jean-Rémi Bourguet; Elias de Oliveira (CSEDU (1), 2020)

Lukewarm Starts for Computerized Adaptive Testing Based on Clustering and IRT. - Wesley Silva; Marcos Spalenza; Jean-Rémi Bourguet; Elias de Oliveira (CSEDU (Selected Papers), 2020)

An Easy-to-read Visual Approach to Deal with Peer Reviews and Self-assessments in Virtual Learning Environments. - Wesley Silva; James Alves; Jessica Oliveira Brito; Jean-Rémi Bourguet; Elias de Oliveira (ICBDE, 2020)

Finding Entities and Related Facts in Newspaper. - Jaimel de Oliveira Lima; Cristiano da Silveira Colombo; Flávio Izo; Elias Oliveira; Claudine Badue (ISDA, 2020)

rAVA: A Robot for Virtual Support of Learning. - Elias de Oliveira; Marcos Spalenza; Juliana P. C. Pirovani (ISDA, 2020)

Using NER + ML to Automatically Detect Fake News. - Marcos A. Spalenza; Elias de Oliveira; Leopoldo Lusquino Filho; Priscila M. V. Lima; Felipe M. G. França (ISDA, 2020)

A Prototypical Semantic Annotator for A Tribuna Newspaper. - Elias de Oliveira; Wesley Silva; Juliana P. C. Pirovani; Jean-Rémi Bourguet (ONTOBRAS, 2020)

Writing Proficiency Assessment: Regression Analysis of Item Response Theory supported by Machine Learning Techniques. - W. P. Silva; Elias de Oliveira; Mariana Curi; Jean-Rémi Bourguet (CLEI, 2021)

Minimalist Fitted Bayesian Classifier-Based on Likelihood Estimations and Bag-of-Words. - Jean-Rémi Bourguet; Wesley Silva; Elias de Oliveira (TPDL, 2021)

Named Entities as a Metadata Resource for Indexing and Searching Information. - Flávio Izo; Elias Oliveira; Claudine Badue (ISDA, 2021)

Using Relational Inference Engine to Answer Questions. - Elias Oliveira; Jaimel de Oliveira Lima; Gabriel Dias; Juliana P. C. Pirovani (LALA, 2021)

LCAD - UFES at FakeDeS 2021: Fake News Detection Using Named Entity Recognition and Part-of-Speech Sequences. - Marcos A. Spalenza; Leopoldo Lusquino Filho; Felipe M. G. França; Priscila M. V. Lima; Elias de Oliveira (IberLEF@SEPLN, 2021)

Supervised kernel density estimation K-means. - Frederico Damasceno Bortoloti; Elias de Oliveira; Patrick Marques Ciarelli (Expert Syst. Appl., 2021)

Studying the adaptation of Portuguese NER for different textual genres. - Juliana P. C. Pirovani; Elias Oliveira (J. Supercomput., 2021)

Extracting Knowledge from Pharmaceutical Package Inserts. - Cristiano da Silveira Colombo; Claudine Badue; Elias Oliveira (ISDA (3), 2022)

Automatic Generation of Large-Scale Assessment Questions. - Flávio Izo; Jhonatan Leão; Juliana Pinheiro Campos Pirovani; Elias Oliveira (SBSI, 2022)

PharmaBulaBot: A Chatbot to Answer Drug Questions Based on Information from Pharmaceutical Package Inserts. - Cristiano da Silveira Colombo; Claudine Badue; Elias de Oliveira (SBSI, 2023)

An Intelligent Report Generator for Chemical Documents. - Flávio Izo; Luis Enrique Santos Prado Vereau; Juliana Pinheiro Campos Pirovani; Elias Oliveira; Claudine Badue (SBSI, 2023)

Creating an Academic Prometheus in Brazil: Weaving Check50, Autolab and MOSS into a Unified Autograder. - Kevin Monteiro do Nascimento Ponciano; Abrantes Araújo Silva Filho; Jean-Rémi Bourguet; Elias de Oliveira (CSEDU (2), 2024)