Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization GC Oliveira, GH Rosa, DCG Pedronette, JP Papa, H Kumar, LA Passos, ... Biomedical Signal Processing and Control 94, 106263, 2024 | | 2024 |
Weakly supervised classification through manifold learning and rank-based contextual measures JGC Presotto, LP Valem, NG de Sá, DCG Pedronette, JP Papa Neurocomputing 589, 127717, 2024 | 1 | 2024 |
Manifold information through neighbor embedding projection for image retrieval GR Leticio, VS Kawai, LP Valem, DCG Pedronette, RS Torres Pattern Recognition Letters 183, 17-25, 2024 | 1 | 2024 |
Rank-based Hashing for Effective and Efficient Nearest Neighbor Search for Image Retrieval VS Kawai, LP Valem, A Baldassin, E Borin, DCG Pedronette, LJ Latecki ACM Transactions on Multimedia Computing, Communications and Applications, 2024 | | 2024 |
Manifold Learning for Brain Tumor MRI Image Retrieval and Classification ALT De Antonio, DCG Pedronette 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering …, 2023 | | 2023 |
pyUDLF: A Python Framework for Unsupervised Distance Learning Tasks G Leticio, LP Valem, LT Lopes, DCG Pedronette Proceedings of the 31st ACM International Conference on Multimedia, 9680-9684, 2023 | | 2023 |
Development and Implementation of an IA-Based System to Automate Textual Classification on Daily Drilling Reports S Perrout, AF Riente, G Vanni, J Anjos, DH Mendes, I Guilherme, ... Offshore Technology Conference Brasil, D021S028R003, 2023 | | 2023 |
Self-Supervised Regression for Query Performance Prediction on Image Retrieval LP Valem, VH Pereira-Ferrero, DCG Pedronette 2023 IEEE Sixth International Conference on Artificial Intelligence and …, 2023 | 1 | 2023 |
Feature Fusion and Augmentation based on Manifold Ranking for Image Classification VH Pereira-Ferrero, LP Valem, GR Leticio, DCG Pedronette 2023 IEEE Sixth International Conference on Artificial Intelligence and …, 2023 | | 2023 |
Regression by re-ranking FMF Gonçalves, DCG Pedronette, R da Silva Torres Pattern Recognition 140, 109577, 2023 | 1 | 2023 |
A Meta-Feature Model for Exploiting Different Regressors to Estimate Sugarcane Crop Yield LAF Barbosa, DCG Pedronette, IR Guilherme IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
Semi-supervised Time Series Classification Through Image Representations B Rozin, E Bergamim, DCG Pedronette, FA Breve International Conference on Computational Science and Its Applications, 48-65, 2023 | | 2023 |
Rank flow embedding for unsupervised and semi-supervised manifold learning LP Valem, DCG Pedronette, LJ Latecki IEEE Transactions on Image Processing 32, 2811-2826, 2023 | 2 | 2023 |
Person Re-ID through Unsupervised Hypergraph Rank Selection and Fusion L Pascotti Valem, DC Guimarães Pedronette arXiv e-prints, arXiv: 2304.14321, 2023 | | 2023 |
Graph Convolutional Networks based on Manifold Learning for Semi-Supervised Image Classification L Pascotti Valem, DC Guimarães Pedronette, LJ Latecki arXiv e-prints, arXiv: 2304.12492, 2023 | | 2023 |
Feature augmentation based on manifold ranking and LSTM for image classification VH Pereira-Ferrero, LP Valem, DCG Pedronette Expert Systems with Applications 213, 118995, 2023 | 9 | 2023 |
Estudo comparativo entre diferentes regressores para estimar produtividade de cana-de-açúcar LAF Barbosa, DCG Pedronette, IR Guilherme SBSR 20, 2023 | 1 | 2023 |
Self-supervised clustering based on manifold learning and graph convolutional networks LT Lopes, DCG Pedronette Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 4 | 2023 |
Graph Convolutional Networks based on manifold learning for semi-supervised image classification LP Valem, DCG Pedronette, LJ Latecki Computer Vision and Image Understanding 227, 103618, 2023 | 5 | 2023 |
Weakly supervised learning based on hypergraph manifold ranking JGC Presotto, SF dos Santos, LP Valem, FA Faria, JP Papa, J Almeida, ... Journal of Visual Communication and Image Representation 89, 103666, 2022 | 2 | 2022 |