Samuel Sousa

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Lilian BertonUniversidade Federal de São PauloVerified email at icmc.usp.br
Evangelos MiliosProfessor of Computer Science, Dalhousie UniversityVerified email at cs.dal.ca
Roman KernKnow Center, Graz University of TechnologyVerified email at know-center.at
Bruno Klaus de Aquino AfonsoPhD Candidate, Federal University of São PauloVerified email at unifesp.br
Willian Dihanster Gomes de OliveiraPhD Student @ UNIFESP | Data Scientist @ Serasa ExperianVerified email at unifesp.br
Luckeciano MeloUniversity of OxfordVerified email at cs.ox.ac.uk
Norbert ZehProfessor of Computer Science, Dalhousie UniversityVerified email at cs.dal.ca
Ronaldo Del-FiacoProfessor of Advanced Topics in Data Analysis, State University of Goiás - UEGVerified email at ueg.br
Christian RechbergerGraz University of TechnologyVerified email at tugraz.at
Andreas TrüglerKnow-Center, TU Graz and University of GrazVerified email at know-center.at
Stefanie LindstaedtFounding President Institute of Digital Sciences AustriaVerified email at idsa.io
Christian GuetlAssociated Professor and Head of CoDiS Group at ISDS, Graz University of Technology, AustriaVerified email at tugraz.at

Samuel Sousa

Graz University of Technology

Verified email at student.tugraz.at

Privacy-Preserving NLP Deep Learning Federated Learning Natural Language Processing


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Housing prices prediction with a deep learning and random forest ensemble B Afonso, L Melo, W Oliveira, S Sousa, L Berton Anais do XVI Encontro Nacional de Inteligência Artificial e Computacional …, 2019	48	2019
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing S Sousa, R Kern Artificial Intelligence Review 56 (2), 1427-1492, 2023	37	2023
Categorizing online harassment on Twitter M Saeidi, SB da S. Sousa, E Milios, N Zeh, L Berton Machine Learning and Knowledge Discovery in Databases: International …, 2020	23	2020
Deep analysis of word sense disambiguation via semi-supervised learning and neural word representations JM Duarte, S Sousa, E Milios, L Berton Information Sciences 570, 278-297, 2021	19	2021
Word sense disambiguation: an evaluation study of semi-supervised approaches with word embeddings S Sousa, E Milios, L Berton 2020 International joint conference on neural networks (IJCNN), 1-8, 2020	17	2020
Cryptotl: Private, efficient and secure transfer learning R Walch, S Sousa, L Helminger, S Lindstaedt, C Rechberger, A Trügler arXiv preprint arXiv:2205.11935, 2022	5	2022
Cluster analysis of homicide rates in the Brazilian state of Goiás from 2002 to 2014 SB da Silva Sousa, R de Castro Del-Fiaco, L Berton 2018 XLIV Latin American Computer Conference (CLEI), 445-454, 2018	5*	2018
Privacy in Open Search: A Review of Challenges and Solutions S Sousa, C Guetl, R Kern OSSYM 2021: Third Open Search Symposium, 2021	2	2021
Feature Selection for Clustering of Homicide Rates in the Brazilian State of Goiás SB da Silva Sousa, R de Castro Del-Fiaco, L Berton CLEI Electronic Journal 22 (3), 1: 1-1: 21, 2019		2019

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