Vitor A. C. Horta

According to our database1, Vitor A. C. Horta authored at least 14 papers between 2017 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2023
Explaining CNNs Using Knowledge Extraction and Graph Analysis.
Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Semantic Interpretability of Convolutional Neural Networks by Taxonomy Extraction.
Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

2022
Detecting topic-based communities in social networks: A study in a real software development network.
J. Web Semant., 2022

2021
pyPolyBuilder: Automated Preparation of Molecular Topologies and Initial Configurations for Molecular Dynamics Simulations of Arbitrary Supramolecules.
J. Chem. Inf. Model., 2021

Extracting knowledge from Deep Neural Networks through graph analysis.
Future Gener. Comput. Syst., 2021

Generating Local Textual Explanations for CNNs: A Semantic Approach Based on Knowledge Graphs.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

2020
Knowledge Graphs Evolution and Preservation - A Technical Report from ISWS 2019.
CoRR, 2020

2019
Molecular Dynamics Simulations of PAMAM and PPI Dendrimers Using the GROMOS-Compatible 2016H66 Force Field.
J. Chem. Inf. Model., 2019

Towards Explaining Deep Neural Networks Through Graph Analysis.
Proceedings of the Database and Expert Systems Applications, 2019

Towards Community and Expert Detection in Open Source Global Development.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

Collaboration Analysis in Global Software Development.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

2018
Analyzing scientific context of researchers and communities by using complex network and semantic technologies.
Future Gener. Comput. Syst., 2018

Análise de Colaboração em Desenvolvimento Global de Software.
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

2017
Redes Sociais Científicas: análise topológica da influência dos pesquisadores.
Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017


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