Extracting knowledge from deep neural networks through graph analysis VAC Horta, I Tiddi, S Little, A Mileo Future Generation Computer Systems 120, 109-118, 2021 | 31 | 2021 |
Molecular dynamics simulations of PAMAM and PPI dendrimers using the GROMOS-Compatible 2016H66 Force Field MC Ramos, VAC Horta, BAC Horta Journal of chemical information and modeling 59 (4), 1444-1457, 2019 | 28 | 2019 |
Analyzing scientific context of researchers and communities by using complex network and semantic technologies V Horta, V Ströele, R Braga, JMN David, F Campos Future Generation Computer Systems 89, 584-605, 2018 | 16 | 2018 |
pyPolyBuilder: automated preparation of molecular topologies and initial configurations for molecular dynamics simulations of arbitrary supramolecules MC Ramos, PK Quoika, VAC Horta, DM Dias, EG Costa, JLM do Amaral, ... Journal of Chemical Information and Modeling 61 (4), 1539-1544, 2021 | 13 | 2021 |
MDWiZ: a platform for the automated translation of molecular dynamics simulations VH Rusu, VAC Horta, BAC Horta, RD Lins, R Baron Journal of Molecular Graphics and Modelling 48, 80-86, 2014 | 10 | 2014 |
Collaboration analysis in global software development V Horta, V Ströele, V Schettino, J Oliveira, JM David, MAP Araújo 2019 IEEE 23rd International Conference on Computer Supported Cooperative …, 2019 | 9 | 2019 |
Towards explaining deep neural networks through graph analysis VAC Horta, A Mileo Database and Expert Systems Applications: DEXA 2019 International Workshops …, 2019 | 8 | 2019 |
Towards community and expert detection in open source global development V Schettino, V Horta, MAP Araújo, V Ströele 2019 IEEE 23rd International Conference on Computer Supported Cooperative …, 2019 | 6 | 2019 |
Detecting topic-based communities in social networks: A study in a real software development network VAC Horta, V Ströele, J Oliveira, R Braga, JMN David, F Campos Journal of Web Semantics 74, 100739, 2022 | 5 | 2022 |
Generating Local Textual Explanations for CNNs: A Semantic Approach Based on Knowledge Graphs VAC Horta, A Mileo International Conference of the Italian Association for Artificial …, 2021 | 3 | 2021 |
Knowledge Graphs Evolution and Preservation--A Technical Report from ISWS 2019 N Abbas, K Alghamdi, M Alinam, F Alloatti, G Amaral, C d'Amato, ... arXiv preprint arXiv:2012.11936, 2020 | 2 | 2020 |
Knowledge graphs evolution and preservation VA Carriero, L Asprino, R Biswas, I Celino, J Domingue, M Dumontier, ... | 2 | 2020 |
Explaining cnns using knowledge extraction and graph analysis VAC Horta, A Mileo Compendium of Neurosymbolic Artificial Intelligence, 577-608, 2023 | 1 | 2023 |
Semantic Interpretability of Convolutional Neural Networks by Taxonomy Extraction. VAC Horta, R Sobczyk, MC Stol, A Mileo NeSy, 118-127, 2023 | 1 | 2023 |
Análise de colaboração em desenvolvimento global de software VAC Horta, V Ströele, J Oliveira, R Braga, JM David, FC Campos Simpósio Brasileiro de Banco de Dados (SBBD), 145-156, 2018 | 1 | 2018 |
Utilization of gan for automatic evaluation of counterfactuals: Challenges and opportunities I Kothiyal, A Patil, V Horta, A Mileo Digital Book of Abstracts, 0 | 1 | |
Explaining deep neural networks through knowledge extraction and graph analysis VAC Horta Dublin City University, 2023 | | 2023 |
Detecting semantic overlapping communities and influential nodes in social networks VAC Horta | | 2018 |
Redes Sociais Científicas: análise topológica da influência dos pesquisadores V Horta, V Ströele, F Campos, JMN David, R Braga Anais do XXXII Simpósio Brasileiro de Bancos de Dados, 282-287, 2017 | | 2017 |
Utilization of GAN for Automatic Evaluation of Counterfactuals: Challenges and Opportunities A Patil, I Kothiyal, V Horta, A Mileo | | |