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2020 – today
- 2025
[j8]David Aparco-Cardenas, Jancarlo F. Gomes, Alexandre X. Falcão, Pedro J. de Rezende:
Consensus-based iterative meta-pseudo-labeling for deep semi-supervised learning. Inf. Sci. 692: 121671 (2025)- 2024
- [c7]David Aparco-Cardenas, Jancarlo F. Gomes, Alexandre X. Falcão, Pedro Jussieu de Rezende:
Contrastive Learning and Iterative Meta-Pseudo-Labeling on 2D Projections for Deep Semi-Supervised Learning. SIBGRAPI 2024: 1-6 - [c6]Felipe Crispim da Rocha Salvagnini, Jancarlo F. Gomes, Cid A. N. Santos, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão:
Improving FLIM-Based Salient Object Detection Networks with Cellular Automata. SIBGRAPI 2024: 1-6 - [c5]Gilson Junior Soares, Matheus Abrantes Cerqueira, Silvio Jamil Ferzoli Guimarães, Jancarlo F. Gomes, Alexandre X. Falcão:
Adaptive Decoders for FLIM-Based Salient Object Detection Networks. SIBGRAPI 2024: 1-6 - 2023
- [j7]Leonardo de Melo Joao
, Letícia Rodrigues Proença, Saulo Hudson Nery Loiola, Sandra Valéria Inácio, Bianca Martins dos Santos, Stefany Laryssa Rosa, Felipe Augusto Soares, Vitória Castilho Stefano, Daniel Osaku, Celso Tetsuo Nagase Suzuki, Katia Denise Saraiva Bresciani, Jancarlo Ferreira Gomes, Alexandre Xavier Falcão:
Toward automating the diagnosis of gastrointestinal parasites in cats and dogs. Comput. Biol. Medicine 163: 107203 (2023) - [i5]Leonardo de Melo Joao, Azael de Melo e Sousa, Bianca Martins dos Santos, Silvio Jamil Ferzoli Guimarães, Jancarlo Ferreira Gomes, Ewa Kijak, Alexandre Xavier Falcão:
A Flyweight CNN with Adaptive Decoder for Schistosoma mansoni Egg Detection. CoRR abs/2306.14840 (2023) - 2021
- [j6]Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre X. Falcão:
Semi-automatic data annotation guided by feature space projection. Pattern Recognit. 109: 107612 (2021) - [j5]Daniel Osaku, Jancarlo Ferreira Gomes, Alexandre Xavier Falcão:
Convolutional neural network simplification with progressive retraining. Pattern Recognit. Lett. 150: 235-241 (2021) - [c4]Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre Xavier Falcão:
Semi-supervised Deep Learning Based on Label Propagation in a 2D Embedded Space. CIARP 2021: 371-381 - [i4]Daniel Osaku, Jancarlo F. Gomes, Alexandre X. Falcão:
Convolutional Neural Network Simplification with Progressive Retraining. CoRR abs/2101.04699 (2021) - [i3]Daniel Osaku, Carolina F. Cuba, Celso T. N. Suzuki, Jancarlo F. Gomes, Alexandre X. Falcão:
Automated Diagnosis of Intestinal Parasites: A new hybrid approach and its benefits. CoRR abs/2101.06310 (2021) - 2020
- [j4]Daniel Osaku, Carolina F. Cuba, Celso T. N. Suzuki, Jancarlo F. Gomes, Alexandre X. Falcão:
Automated diagnosis of intestinal parasites: A new hybrid approach and its benefits. Comput. Biol. Medicine 123: 103917 (2020) - [i2]Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea, Alexandre Xavier Falcão:
Semi-Automatic Data Annotation guided by Feature Space Projection. CoRR abs/2007.13689 (2020) - [i1]Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea, Alexandre Xavier Falcão:
Semi-supervised deep learning based on label propagation in a 2D embedded space. CoRR abs/2008.00558 (2020)
2010 – 2019
- 2015
- [j3]Priscila T. M. Saito, Celso T. N. Suzuki, Jancarlo F. Gomes, Pedro Jussieu de Rezende, Alexandre X. Falcão:
Robust active learning for the diagnosis of parasites. Pattern Recognit. 48(11): 3572-3583 (2015) - 2014
- [j2]Priscila T. M. Saito, Pedro J. de Rezende, Alexandre X. Falcão, Celso T. N. Suzuki, Jancarlo F. Gomes:
An active learning paradigm based on a priori data reduction and organization. Expert Syst. Appl. 41(14): 6086-6097 (2014) - [c3]Priscila T. M. Saito, Willian Paraguassu Amorim, Alexandre X. Falcão, Pedro Jussieu de Rezende, Celso T. N. Suzuki, Jancarlo F. Gomes, Marcelo Henriques de Carvalho:
Active Semi-supervised Learning Using Optimum-Path Forest. ICPR 2014: 3798-3803 - 2013
- [j1]Celso T. N. Suzuki, Jancarlo F. Gomes, Alexandre X. Falcão, João P. Papa, Sumie Hoshino-Shimizu:
Automatic Segmentation and Classification of Human Intestinal Parasites From Microscopy Images. IEEE Trans. Biomed. Eng. 60(3): 803-812 (2013) - [c2]Celso T. N. Suzuki, Jancarlo F. Gomes, Alexandre X. Falcão, Sumie Hoshino-Shimizu, João Paulo Papa:
Automated diagnosis of human intestinal parasites using optical microscopy images. ISBI 2013: 460-463 - [c1]Priscila T. M. Saito, Pedro J. de Rezende, Alexandre X. Falcão, Celso T. N. Suzuki, Jancarlo F. Gomes:
A data reduction and organization approach for efficient image annotation. SAC 2013: 53-57
Coauthor Index
aka: Alexandre Xavier Falcão
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