Vitor A. C. Horta

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Semantic Representation

Molecular Dynamics Simulations

Top Venues

J. Chem. Inf. Model.

Future Gener. Comput. Syst.

Publications

Vitor A. C. Horta, Robin Sobczyk, Maarten C. Stol, Alessandra Mileo
Semantic Interpretability of Convolutional Neural Networks by Taxonomy Extraction. NeSy (2023)
Vitor A. C. Horta, Victor Ströele, Jonice Oliveira, Regina Braga, José Maria N. David, Fernanda Campos
Detecting topic-based communities in social networks: A study in a real software development network. J. Web Semant. 74 (2022)
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
pyPolyBuilder: Automated Preparation of Molecular Topologies and Initial Configurations for Molecular Dynamics Simulations of Arbitrary Supramolecules. J. Chem. Inf. Model. 61 (4) (2021)
Vitor A. C. Horta, Ilaria Tiddi, Suzanne Little, Alessandra Mileo
Extracting knowledge from Deep Neural Networks through graph analysis. Future Gener. Comput. Syst. 120 (2021)
Vitor A. C. Horta, Alessandra Mileo
Generating Local Textual Explanations for CNNs: A Semantic Approach Based on Knowledge Graphs. AI*IA (2021)
Mayk C. Ramos, Vitor A. C. Horta, Bruno A. C. Horta
Molecular Dynamics Simulations of PAMAM and PPI Dendrimers Using the GROMOS-Compatible 2016H66 Force Field. J. Chem. Inf. Model. 59 (4) (2019)
Vitor A. C. Horta, Alessandra Mileo
Towards Explaining Deep Neural Networks Through Graph Analysis. DEXA Workshops (2019)