| Towards a characterisation of smart systems: A systematic literature review M Romero, W Guédria, H Panetto, B Barafort Computers in industry 120, 103224, 2020 | 148 | 2020 |
| 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 | 41 | 2017 |
| 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 | 37 | 2017 |
| 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 | 28 | 2017 |
| 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 | 14 | 2022 |
| 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 | 12 | 2021 |
| 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 | 12 | 2020 |
| 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 | 7 | 2022 |
| Towards a conceptual framework for smart assessment in organisations M Romero, W Guédria, H Panetto, B Barafort IFAC-PapersOnLine 53 (2), 10943-10948, 2020 | 5 | 2020 |
| 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 | 5 | 2018 |
| 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 | 5 | 2017 |
| 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 | 5 | 2017 |
| 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 | 4 | 2020 |
| 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 | 4 | 2020 |
| A smart assessment of business processes for enterprises decision support NMR Aquino Ph. D. thesis, Université de Lorraine, 2021 | 3 | 2021 |
| 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 | 3 | 2020 |
| 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 | 3 | 2018 |
| A gene expression programming approach for evolving multi-class image classifiers NMR Aquino, M Ribeiro, M Gutoski, CV Benitez, HS Lopes 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2017 | 2 | 2017 |
| Learning Spatio-Temporal Features for Detecting Anomalies in Videos using Convolutional Autoencoder M Ribeiro, M Romero, AE Lazzaretti, HS Lopes | 1 | 2019 |
| 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 | 1 | 2018 |
Heitor Silvério LopesTitular Professor, Federal University of Technology Paraná / Curitiba-BrazilVerified email at utfpr.edu.br