Vitor A. C. Horta

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Explaining CNNs Using Knowledge Extraction and Graph Analysis.

Vitor A. C. Horta, Alessandra Mileo

Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Semantic Interpretability of Convolutional Neural Networks by Taxonomy Extraction.

Vitor A. C. Horta, Robin Sobczyk, Maarten C. Stol, Alessandra Mileo

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.

Vitor A. C. Horta, Victor Ströele, Jonice Oliveira, Regina Braga, José Maria N. David, Fernanda Campos

J. Web Semant., 2022

2021

pyPolyBuilder: Automated Preparation of Molecular Topologies and Initial Configurations for Molecular Dynamics Simulations of Arbitrary Supramolecules.

Mayk C. Ramos, Patrick K. Quoika, Vitor A. C. Horta, Douglas Mota Dias, Elan G. Costa, Jorge Luís Machado do Amaral, Luigi M. Ribeiro, Klaus R. Liedl, Bruno A. C. Horta

J. Chem. Inf. Model., 2021

Extracting knowledge from Deep Neural Networks through graph analysis.

Vitor A. C. Horta, Ilaria Tiddi, Suzanne Little, Alessandra Mileo

Future Gener. Comput. Syst., 2021

Generating Local Textual Explanations for CNNs: A Semantic Approach Based on Knowledge Graphs.

Vitor A. C. Horta, Alessandra Mileo

Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

2020

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

Nacira Abbas, Kholoud Alghamdi, Mortaza Alinam, Francesca Alloatti, Glenda C. M. Amaral, Claudia d'Amato, Luigi Asprino, Martin Beno, Felix Bensmann, Russa Biswas, Ling Cai, Riley Capshaw, Valentina Anita Carriero, Irene Celino, Amine Dadoun, Stefano De Giorgis, Harm Delva, John Domingue, Michel Dumontier, Vincent Emonet, Marieke van Erp, Paola Espinoza-Arias, Omaima Fallatah, Sebastián Ferrada, Marc Gallofré Ocaña, Michalis Georgiou, Genet Asefa Gesese, Frances Gillis-Webber, Francesca Giovannetti, María Granados Buey, Ismail Harrando, Ivan Heibi, Vitor A. C. Horta, Laurine Huber, Federico Igne, Mohamad Yaser Jaradeh, Neha Keshan, Aneta Koleva, Bilal Koteich, Kabul Kurniawan, Mengya Liu, Chuangtao Ma, Lientje Maas, Martin Mansfield, Fabio Mariani, Eleonora Marzi, Sepideh Mesbah, Maheshkumar Mistry, Alba Catalina Morales Tirado, Anna Nguyen, Viet Bach Nguyen, Allard Oelen, Valentina Pasqual, Heiko Paulheim, Axel Polleres, Margherita Porena, Jan Portisch, Valentina Presutti, Kader Pustu-Iren, Ariam Rivas Mendez, Soheil Roshankish, Sebastian Rudolph, Harald Sack, Ahmad Sakor, Jaime Salas, Thomas Schleider, Meilin Shi, Gianmarco Spinaci, Chang Sun, Tabea Tietz, Molka Tounsi Dhouib, Alessandro Umbrico, Wouter van den Berg, Weiqin Xu

CoRR, 2020

2019

Molecular Dynamics Simulations of PAMAM and PPI Dendrimers Using the GROMOS-Compatible 2016H66 Force Field.

Mayk C. Ramos, Vitor A. C. Horta, Bruno A. C. Horta

J. Chem. Inf. Model., 2019

Towards Explaining Deep Neural Networks Through Graph Analysis.

Vitor A. C. Horta, Alessandra Mileo

Proceedings of the Database and Expert Systems Applications, 2019

Towards Community and Expert Detection in Open Source Global Development.

Vinícius Junqueira Schettino, Vitor A. C. Horta, Marco Antônio Pereira Araújo, Victor Ströele

Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

Collaboration Analysis in Global Software Development.

Vitor A. C. Horta, Victor Ströele, Vinícius Junqueira Schettino, Jonice Oliveira, José Maria N. David, Marco Antônio Pereira Araújo

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.

Vitor A. C. Horta, Victor Ströele, Regina Braga, José Maria N. David, Fernanda Campos

Future Gener. Comput. Syst., 2018

Análise de Colaboração em Desenvolvimento Global de Software.

Vitor A. C. Horta, Victor Ströele, Jonice Oliveira, Regina Braga, José Maria N. David, Fernanda Campos

Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

2017

Redes Sociais Científicas: análise topológica da influência dos pesquisadores.

Vitor A. C. Horta, Victor Ströele, Fernanda Campos, José Maria N. David, Regina Braga

Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017