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Fecha de Publicación	Título	Autor(s)
2022	COBE: A Natural Language Code Search Robustness Benchmark	Jônatas Wehrmann; Otávio Parraga; Rodrigo Coelho Barros
2020	Component Analysis for Visual Question Answering Architectures	Camila Kolling dos Reis; Jônatas Wehrmann; Rodrigo Coelho Barros
2017	Convolutions through Time for Multi-Label Movie Genre Classification	Jônatas Wehrmann; Rodrigo Coelho Barros
2019	CrowdEst: a method for estimating (and not simulating) crowd evacuation parameters in generic environments	Estêvão Testa; Rodrigo Coelho Barros; Soraia Raupp Musse
2017	Deep Neural Networks for Handwritten Chinese Character Recognition	Renan Guedes Maidana; juarez monteiro dos santos junior; Roger Leitzke Granada, etc.
2017	Deep Neural Networks for Kitchen Activity Recognition	Juarez Monteiro; Roger Leitzke Granada; Rodrigo Coelho Barros, etc.
2016	(Deep) Learning from Frames	Jônatas Wehrmann; Rodrigo Coelho Barros; Gabriel da Silva Simões, etc.
2022	Efficient Counterfactual Debiasing for Visual Question Answering	Camila Kolling dos Reis; Martin Duarte Móre; Nathan Schneider Gavenski, etc.
2016	Enhancing Discrimination Power with Genetic Feature Construction: A Grammatical Evolution Approach	Patricia Miquilini; Vinicius Melo; Rodrigo Coelho Barros, etc.
2017	Estimation of Distribution Algorithms for Decision-Tree Induction	Henry Emanuel Leal Cagnini; Rodrigo Coelho Barros; Márcio Porto Basgalupp
2018	Evaluating the Feasibility of Deep Learning for Action Recognition in Small Datasets	Juarez Monteiro; Roger Leitzke Granada; João Paulo Aires, etc.
2015	Evolving balanced decision trees with a multi-population genetic algorithm	Vili Podgorelec; Saso Karakatic; Rodrigo Coelho Barros, etc.
2015	Evolving Decision-Tree Induction Algorithms with a Multi-Objective Hyper-Heuristic	Márcio Porto Basgalupp; Rodrigo Coelho Barros; Vili Podgorelec
2014	Evolving Relational Hierarchical Classification Rules for Predicting Gene Ontology-Based Protein Functions	Ricardo Cerri; Rodrigo Coelho Barros; Alex Alves Freitas, etc.
2022	Explainable Machine Learning for COVID-19 Pneumonia Classification with Texture-based Features Extraction in Chest Radiography	Luis Vinícius Moura; Christian Mattjie Oliveira; Caroline Machado Dartora, etc.
2019	Fast and Efficient Text Classification with Class-based Embeddings	Jônatas Wehrmann; Camila Kolling dos Reis; Rodrigo Coelho Barros
2019	Fast and Efficient Text Classification with Class-based Embeddings	Jônatas Wehrmann; Camila Kolling dos Reis; Rodrigo Coelho Barros
2018	Fast Self-Attentive Multimodal Retrieval	Jônatas Wehrmann; Maurício Armani Lopes; Martin Duarte Móre, etc.
2015	Hierarchical Classification of Gene Ontology-based Protein Functions with Neural Networks	Ricardo Cerri; Rodrigo Coelho Barros; André Carlos Ponce de Leon Ferreira de Carvalho
2018	Hierarchical Multi-Label Classification Networks	Jônatas Wehrmann; Ricardo Cerri; Rodrigo Coelho Barros

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