Name
Affiliation
Papers
RODRIGO C. BARROS
Universidade de São Paulo, São Carlos, Brazil rcbarros@icmc.usp.br
70
Collaborators
Citations 
PageRank 
92
448
32.54
Referers 
Referees 
References 
896
1447
1066
Search Limit
1001000
Title
Citations
PageRank
Year
Model Compression in Object Detection00.342021
Explainable Machine Learning for COVID-19 Pneumonia Classification With Texture-Based Features Extraction in Chest Radiography.00.342021
An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms00.342021
A Novel Approach to Differentiate COVID-19 Pneumonia in Chest X-ray00.342020
An Evolutionary Algorithm for Learning Interpretable Ensembles of Classifiers.00.342020
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification00.342020
Adaptive Cross-Modal Embeddings for Image-Text Alignment.00.342020
Semi-supervised Classification of Chest Radiographs.00.342020
Fast and Efficient Text Classification with Class-based Embeddings00.342019
Classifying Norm Conflicts using Learned Semantic Representations.00.342019
Classification of Contractual Conflicts via Learning of Semantic Representations00.342019
Inducing Hierarchical Multi-label Classification rules with Genetic Algorithms.00.342019
CrowdEst: a method for estimating (and not simulating) crowd evacuation parameters in generic environments.10.382019
Self-Attention for Synopsis-Based Multi-Label Movie Genre Classification.00.342018
Adult content detection in videos with convolutional and recurrent neural networks.50.432018
Improving Action Recognition using Temporal Regions.00.342018
Order embeddings and character-level convolutions for multimodal alignment.50.492018
A multi-task neural network for multilingual sentiment classification and language detection on Twitter.20.412018
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling.130.692018
Using Scene Context to Improve Action Recognition.00.342018
Fast Self-Attentive Multimodal Retrieval00.342018
Hierarchical Multi-Label Classification Networks.40.372018
Movie genre classification: A multi-label approach based on convolutions through time.60.452017
Convolutions through time for multi-label movie genre classification.40.522017
Deep Neural Networks for Handwritten Chinese Character Recognition00.342017
An Efficient Deep Neural Architecture for Multilingual Sentiment Analysis in Twitter.20.362017
Hierarchical multi-label classification with chained neural networks.20.372017
A Deep Neural Architecture for Kitchen Activity Recognition.00.342017
Hybrid Activity and Plan Recognition for Video Streams.30.432017
A meta-learning framework for algorithm recommendation in software fault prediction.20.372016
(Deep) Learning from Frames00.342016
Medoid-based data clustering with estimation of distribution algorithms.10.362016
Reduction strategies for hierarchical multi-label classification in protein function prediction.90.632016
Clustering Molecular Dynamics Trajectories With A Univariate Estimation Of Distribution Algorithm00.342015
Evolving regression trees robust to missing data00.342015
Clustering Molecular Dynamics Trajectories for Optimizing Docking Experiments.50.452015
A Portable OpenCL-Based Approach for SVMs in GPU.00.342015
Evolving balanced decision trees with a multi-population genetic algorithm10.382015
Hierarchical Classification Of Gene Ontology-Based Protein Functions With Neural Networks60.442015
Evolving decision-tree induction algorithms with a multi-objective hyper-heuristic10.352015
Investigating fitness functions for a hyper-heuristic evolutionary algorithm in the context of balanced and imbalanced data classification10.352015
Hierarchical multi-label classification using local neural networks210.842014
Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets130.532014
Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation50.432014
A framework for bottom-up induction of oblique decision trees.50.432014
Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions30.402014
A grammatical evolution based hyper-heuristic for the automatic design of split criteria20.382014
A grammatical evolution algorithm for generation of Hierarchical Multi-Label Classification rules.10.352013
Automatic design of decision-tree algorithms with evolutionary algorithms100.512013
Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive Learning.10.352013
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