TITAN: A LighTweIght Temporal Attention Network for Remote Sensing Image Change Detection

Authors: Santos, D.F.S., Papa, J.P.

Source: IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 20:1-5 2023

A Comprehensive Survey on Ensemble Learning-Based Intrusion Detection Approaches in Computer Networks

Authors: Lucas, T.J., de Figueiredo, I.S., Tojeiro, C.A.C., de Almeida, A.M.G., Scherer, R., Brega, J.R.F., Papa, J.P., da Costa, K.A.P.

Source: IEEE Access Access, IEEE. 11:122638-122676 2023

Enhancing Shallow Neural Networks Through Fourier-based Information Fusion for Stroke Classification

Authors: Roder, M., Rosa, G.H., Papa, J.P., Guimaraes Pedronette, D.C.

Source: 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) SIBGRAPI Graphics, Patterns and Images (SIBGRAPI), 2021 34th SIBGRAPI Conference on. :378-385 Oct, 2021

Relation: 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)

Energy-Based Dropout in Restricted Boltzmann Machines: Why Not Go Random

Authors: Roder, M., de Rosa, G.H., de Albuquerque, V.H.C., Rossi, A.L.D., Papa, J.P.

Source: IEEE Transactions on Emerging Topics in Computational Intelligence IEEE Trans. Emerg. Top. Comput. Intell. Emerging Topics in Computational Intelligence, IEEE Transactions on. 6(2):276-286 Apr, 2022

EEG Channel Selection for Person Identification Using Binary Grey Wolf Optimizer

Authors: Alyasseri, Z.A.A., Alomari, O.A., Makhadmeh, S.N., Mirjalili, S., Al-Betar, M.A., Abdullah, S., Ali, N.S., Papa, J.P., Rodrigues, D., Abasi, A.K.

Source: IEEE Access Access, IEEE. 10:10500-10513 2022

A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic

Authors: de Souza, R.W.R., de Oliveira, J.V.C., Passos, L.A., Ding, W., Papa, J.P., de Albuquerque, V.H.C.

Source: IEEE Transactions on Fuzzy Systems IEEE Trans. Fuzzy Syst. Fuzzy Systems, IEEE Transactions on. 28(12):3076-3086 Dec, 2020

Use of virtual load curves for the training of neural networks for residential electricity consumption forecasting applications

Authors: Do Amaral, H.L.M., Souza, A.N.D., Gastaldello, D.S., Palma, T.X.D.S., Maranho, A.D.S., Papa, J.P.

Source: 2018 13th IEEE International Conference on Industry Applications (INDUSCON) Industry Applications (INDUSCON), 2018 13th IEEE International Conference on. :85-90 Nov, 2018

Relation: 2018 13th IEEE International Conference on Industry Applications (INDUSCON)

Environmental Monitoring Using Drone Images and Convolutional Neural Networks

Authors: Thomazella, R., Castanho, J. E., Dotto, F.R.L., Junior, O.P. Rodrigues, Rosa, G.H., Marana, A.N., Papa, J.P.

Source: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2018 - 2018 IEEE International. :8941-8944 Jul, 2018

Relation: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium

Land-Use Classification using Finite Element Machines

Authors: Pereira, D.R., Papa, J.P., Papa, L.P., Pisani, R.J.

Source: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2018 - 2018 IEEE International. :7316-7319 Jul, 2018

Relation: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium

A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments

Authors: Santana, M.C.S., Aparecido Passos, L., Moreira, T.P., Colombo, D., De Albuquerque, V.H.C., Papa, J.P.

Source: IEEE Intelligent Systems IEEE Intell. Syst. Intelligent Systems, IEEE. 35(1):44-53 Jan, 2020

A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection

Authors: Fernandes, S.E.N., Pereira, D.R., Ramos, C.C.O., Souza, A.N., Gastaldello, D.S., Papa, J.P.

Source: IEEE Transactions on Smart Grid IEEE Trans. Smart Grid Smart Grid, IEEE Transactions on. 10(3):3226-3235 May, 2019

A Restricted Boltzmann Machine-Based Approach for Robust Dimensionality Reduction

Authors: B. Souza, G., S. Santos, D.F., G. Pires, R., Marana, A.N., Papa, J.P.

Source: 2017 Workshop of Computer Vision (WVC) WVC Computer Vision (WVC), 2017 Workshop of. :138-143 Oct, 2017

Relation: 2017 Workshop of Computer Vision (WVC)

Pruning Optimum-Path Forest Classifiers Using Multi-Objective Optimization

Authors: Rodrigues, D., Nunes Souza, A., Papa, J.P.

Source: 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) SIBGRAPI Graphics, Patterns and Images (SIBGRAPI), 2017 30th SIBGRAPI Conference on. :127-133 Oct, 2017

Relation: 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)

Pruning optimum-path forest ensembles using quaternion-based optimization

Authors: Nachif Fernandes, S.E., Papa, J.P.

Source: 2017 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2017 International Joint Conference on. :984-991 May, 2017

Relation: 2017 International Joint Conference on Neural Networks (IJCNN)

An Overview on Concept Drift Learning

Authors: Iwashita, A.S., Papa, J.P.

Source: IEEE Access Access, IEEE. 7:1532-1547 2019

Intrusion Detection System Based On Flows Using Machine Learning Algorithms

Authors: Kakihata, E.M., Sapia, H.M., Oikawa, R.T., Pereira, D.R., Papa, J.P., Alburquerque, V.H.C., Silva, F.A.

Source: IEEE Latin America Transactions IEEE Latin Am. Trans. Latin America Transactions, IEEE (Revista IEEE America Latina). 15(10):1988-1993 Oct, 2017

SMS Spam Filtering Through Optimum-Path Forest-Based Classifiers

Authors: Fernandes, D., Da Costa, K.A.P., Almeida, T.A., Papa, J.P.

Source: 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) Machine Learning and Applications (ICMLA), 2015 IEEE 14th International Conference on. :133-137 Dec, 2015

Relation: 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA)

Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest

Authors: Da Costa, K.A.P., Da Silva, L.A., Martins, G.B., Rosa, G.H., Pereira, C.R., Papa, J.P.

Source: 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) Machine Learning and Applications (ICMLA), 2015 IEEE 14th International Conference on. :754-759 Dec, 2015

Relation: 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA)

A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements

Authors: Pereira, C.R., Pereira, D.R., Da Silva, F.A., Hook, C., Weber, S.A.T., Pereira, L.A.M., Papa, J.P.

Source: 2015 IEEE 28th International Symposium on Computer-Based Medical Systems Computer-Based Medical Systems (CBMS), 2015 IEEE 28th International Symposium on. :171-176 Jun, 2015

Relation: 2015 IEEE 28th International Symposium on Computer-Based Medical Systems (CBMS)

Unsupervised Breast Masses Classification through Optimum-Path Forest

Authors: Ribeiro, P.B., Passos, L.A., Da Silva, L.A., Costa, K.A.P.D., Papa, J.P., Romero, R.A.F.

Source: 2015 IEEE 28th International Symposium on Computer-Based Medical Systems Computer-Based Medical Systems (CBMS), 2015 IEEE 28th International Symposium on. :238-243 Jun, 2015

Relation: 2015 IEEE 28th International Symposium on Computer-Based Medical Systems (CBMS)