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Nelson Marcelo Romero Aquino
Nelson Marcelo Romero Aquino
University of Lorraine
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Year
Towards a characterisation of smart systems: A systematic literature review
M Romero, W Guédria, H Panetto, B Barafort
Computers in industry 120, 103224, 2020
1142020
Detection of video anomalies using convolutional autoencoders and one-class support vector machines
M Gutoski, NMR Aquino, M Ribeiro, E Lazzaretti, HS Lopes
XIII Brazilian congress on computational intelligence 2017, 2017
362017
The Effect of Data Augmentation on the Performance of Convolutional Neural Networks
R Aquino, M Gutoski, L Hattori, HS Lopes
XIII Brazilian Congress on Computational Intelligence, ABRICOM, 1-6, 2017
352017
A clustering-based deep autoencoder for one-class image classification
M Gutoski, M Ribeiro, NMR Aquino, AE Lazzaretti, HS Lopes
2017 IEEE Latin American conference on computational intelligence (LA-CCI), 1-6, 2017
252017
A framework for assessing capability in organisations using enterprise models
M Romero, W Guédria, H Panetto, B Barafort
Journal of Industrial Information Integration 27, 100297, 2022
122022
A comparative study of transfer learning approaches for video anomaly detection
M Gutoski, M Ribeiro, LT Hattori, M Romero, AE Lazzaretti, HS Lopes
International Journal of Pattern Recognition and Artificial Intelligence 35 …, 2021
102021
Personalised visual art recommendation by learning latent semantic representations
BA Yilma, N Aghenda, M Romero, Y Naudet, H Panetto
2020 15th International Workshop on Semantic and Social Media Adaptation and …, 2020
82020
A novel approach to protein folding prediction based on long short-term memory networks: a preliminary investigation and analysis
LT Hattori, CMV Benitez, M Gutoski, NMR Aquino, HS Lopes
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
62018
Qualitative Analysis of Deep Learning Frameworks
M Gutoski, LT Hattori, NMR Aquino, HCM Senefonte, M Ribeiro, ...
Journal of the Brazilian Society on Computational Intelligence 15 (1), 45-52, 2017
52017
Patch-Based Convolutional Neural Network for the Writer Classification Problem in Music Score Images
LT Hattori, M Gutoski, MR Aquino, HS Lopes
Proceedings of XIII Brazilian Congress on Computational Intelligence, 1-6, 2017
52017
Soft biometrics classification in videos using transfer learning and bidirectional long short-term memory networks
M Romero, M Gutoski, LT Hattori, M Ribeiro, HS Lopes
Learning and Nonlinear Models 18 (1), 47-59, 2020
42020
Towards a conceptual framework for smart assessment in organisations
M Romero, W Guédria, H Panetto, B Barafort
IFAC-PapersOnLine 53 (2), 10943-10948, 2020
42020
A smart assessment of business processes for enterprises decision support
NMR Aquino
Ph. D. thesis, Université de Lorraine, 2021
32021
A Study of the Influence of Data Complexity and Similarity on Soft Biometrics Classification Performance in a Transfer Learning Scenario
M Romero, M Gutoski, LT Hattori, M Ribeiro, HS Lopes
Learning and Nonlinear Models 18 (2), 56-65, 2020
32020
Towards smart assessment: A metamodel proposal
M Romero, W Guédria, H Panetto, B Barafort
On the Move to Meaningful Internet Systems: OTM 2019 Workshops: Confederated …, 2020
32020
Feature selection using differential evolution for unsupervised image clustering
M Gutoski, M Ribeiro, NMR Aquino, LT Hattori, AE Lazzaretti, HS Lopes
Artificial Intelligence and Soft Computing: 17th International Conference …, 2018
32018
A hybrid deep learning and ontology-driven approach to perform business process capability assessment
M Romero, W Guédria, H Panetto, B Barafort
Journal of Industrial Information Integration 30, 100409, 2022
22022
Learning Spatio-Temporal Features for Detecting Anomalies in Videos using Convolutional Autoencoder
M Ribeiro, M Romero, AE Lazzaretti, HS Lopes
12019
A Study on the Perception of Researchers About the Application of Agile Software Development Methods in Research
NMR Aquino, AGSS Neto, HS Lopes
Agile Methods: 8th Brazilian Workshop, WBMA 2017, Belém, Brazil, September …, 2018
12018
Soft Biometrics Classification Using Denoising Convolutional Autoencoders and Support Vector Machines
NMR Aquino, M Gutoski, LT Hattori, HS Lopes
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