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ORCIDVitor A. C. Horta
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2020 – today
- 2023
[c7]Vitor A. C. Horta, Robin Sobczyk, Maarten C. Stol, Alessandra Mileo:
Semantic Interpretability of Convolutional Neural Networks by Taxonomy Extraction. NeSy 2023: 118-127- [p1]Vitor A. C. Horta, Alessandra Mileo:
Explaining CNNs Using Knowledge Extraction and Graph Analysis. Compendium of Neurosymbolic Artificial Intelligence 2023: 577-608 - 2022
- [j5]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: 100739 (2022) - 2021
- [j4]Vitor A. C. Horta, Ilaria Tiddi, Suzanne Little, Alessandra Mileo:
Extracting knowledge from Deep Neural Networks through graph analysis. Future Gener. Comput. Syst. 120: 109-118 (2021) - [j3]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): 1539-1544 (2021) - [c6]Vitor A. C. Horta, Alessandra Mileo:
Generating Local Textual Explanations for CNNs: A Semantic Approach Based on Knowledge Graphs. AI*IA 2021: 532-549 - 2020
- [i1]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:
Knowledge Graphs Evolution and Preservation - A Technical Report from ISWS 2019. CoRR abs/2012.11936 (2020)
2010 – 2019
- 2019
- [j2]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): 1444-1457 (2019) - [c5]Vinícius Junqueira Schettino, Vitor A. C. Horta, Marco Antônio Pereira Araújo, Victor Ströele:
Towards Community and Expert Detection in Open Source Global Development. CSCWD 2019: 350-355 - [c4]Vitor A. C. Horta, Victor Ströele, Vinícius Junqueira Schettino, Jonice Oliveira, José Maria N. David, Marco Antônio Pereira Araújo:
Collaboration Analysis in Global Software Development. CSCWD 2019: 464-469 - [c3]Vitor A. C. Horta, Alessandra Mileo:
Towards Explaining Deep Neural Networks Through Graph Analysis. DEXA Workshops 2019: 155-165 - 2018
- [j1]Vitor A. C. Horta, Victor Ströele, Regina Braga, José Maria N. David, Fernanda Campos:
Analyzing scientific context of researchers and communities by using complex network and semantic technologies. Future Gener. Comput. Syst. 89: 584-605 (2018) - [c2]Vitor A. C. Horta, Victor Ströele, Jonice Oliveira, Regina Braga, José Maria N. David, Fernanda Campos:
Análise de Colaboração em Desenvolvimento Global de Software. SBBD 2018: 145-156 - 2017
- [c1]Vitor A. C. Horta, Victor Ströele, Fernanda Campos, José Maria N. David, Regina Braga:
Redes Sociais Científicas: análise topológica da influência dos pesquisadores. SBBD (Short Papers) 2017: 282-287
Coauthor Index
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