Amauri H. Souza

Citirano

	Sve	Od 2020.
Citati	4922	4635
H-indeks	16	13
i10-indeks	21	13

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Suautori

Diego MesquitaGetulio Vargas FoundationPotvrđena adresa e-pošte na fgv.br
João Paulo Pordeus GomesFederal University of CearaPotvrđena adresa e-pošte na dc.ufc.br
Guilherme A. BarretoDepartment of Teleinformatics Engineering, Federal University of CearáPotvrđena adresa e-pošte na ufc.br
Felix WuGoogle DeepMindPotvrđena adresa e-pošte na google.com
Tao YuPhD student, Cornell UniversityPotvrđena adresa e-pošte na cornell.edu
Kilian WeinbergerCornell UniversityPotvrđena adresa e-pošte na cornell.edu
Francesco CoronaAalto UniversityPotvrđena adresa e-pošte na aalto.fi
Christopher FiftyStanford UniversityPotvrđena adresa e-pošte na cornell.edu
Tianyi ZhangStanford UniversityPotvrđena adresa e-pošte na cornell.edu
Samuel KaskiProfessor, Aalto University and University of ManchesterPotvrđena adresa e-pošte na aalto.fi
Vikas GargMassachusetts Institute of Technology (MIT)Potvrđena adresa e-pošte na mit.edu
Ajalmar Rêgo Rocha NetoFederal Institute of CearáPotvrđena adresa e-pošte na ifce.edu.br
César Lincoln Cavalcante MattosFederal University of Ceará (UFC)Potvrđena adresa e-pošte na dc.ufc.br
Juvêncio Santos NobreDepartment of Statistics and Applied Mathematics, Federal University of CearáPotvrđena adresa e-pošte na ufc.br
Tommi KärkkäinenProfessor of Mathematical Information Technology, University of JyvaskylaPotvrđena adresa e-pošte na jyu.fi
Michela MulasFederal University of CearáPotvrđena adresa e-pošte na ufc.br
Madson Luiz Dantas DiasFederal University of CearáPotvrđena adresa e-pošte na lia.ufc.br
Ayush BhartiAcademy research fellow at Aalto UniversityPotvrđena adresa e-pošte na aalto.fi
Luigi AcerbiAssociate Professor of Machine and Human Intelligence, University of HelsinkiPotvrđena adresa e-pošte na helsinki.fi

Prati

Amauri H. Souza

Ostala imenaAmauri Holanda de Souza Junior, Amauri H. Souza Jr.

Federal Institute of Ceará (IFCE)

Potvrđena adresa e-pošte na ifce.edu.br - Početna stranica

machine learning deep learning graph neural networks


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Simplifying graph convolutional networks F Wu, A Souza, T Zhang, C Fifty, T Yu, K Weinberger International conference on machine learning, 6861-6871, 2019	4062	2019
Rethinking pooling in graph neural networks D Mesquita, AH Souza, S Kaski Advances in Neural Information Processing Systems (NeurIPS), 2020	143	2020
Euclidean distance estimation in incomplete datasets DPP Mesquita, JPP Gomes, AHS Junior, JS Nobre Neurocomputing 248, 11-18, 2017	119	2017
Minimal learning machine: A novel supervised distance-based approach for regression and classification AH de Souza Junior, F Corona, GA Barreto, Y Miche, A Lendasse Neurocomputing 164, 34-44, 2015	86	2015
Provably expressive temporal graph networks AH Souza, D Mesquita, S Kaski, V Garg Advances in Neural Information Processing Systems (NeurIPS), 2022	71	2022
Ensemble of efficient minimal learning machines for classification and regression DPP Mesquita, JPP Gomes, AH Souza Junior Neural Processing Letters 46, 751-766, 2017	38	2017
A new approach to human activity recognition using machine learning techniques LB Marinho, AH de Souza Júnior, PP Rebouças Filho Intelligent Systems Design and Applications: 16th International Conference …, 2017	32	2017
A novel mobile robot localization approach based on classification with rejection option using computer vision LB Marinho, PP Rebouças Filho, JS Almeida, JWM Souza, AHS Junior, ... Computers & Electrical Engineering 68, 26-43, 2018	29	2018
Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection J Hämäläinen, ASC Alencar, T Kärkkäinen, CLC Mattos, AHS Júnior, ... Journal of Machine Learning Research, 2019	26	2019
Minimal learning machine: A new distance-based method for supervised learning AH de Souza Júnior, F Corona, Y Miche, A Lendasse, GA Barreto, ... Advances in Computational Intelligence: 12th International Work-Conference …, 2013	26	2013
Learning Robust Statistics for Simulation-based Inference under Model Misspecification D Huang, A Bharti, A Souza, L Acerbi, S Kaski Advances in Neural Information Processing Systems (NeurIPS), 2023	24	2023
Distill n'Explain: explaining graph neural networks using simple surrogates T Pereira, E Nasciment, LE Resck, D Mesquita, A Souza International Conference on Artificial Intelligence and Statistics (AISTATS), 2023	22	2023
Gaussian kernels for incomplete data DPP Mesquita, JPP Gomes, F Corona, AHS Junior, JS Nobre Applied Soft Computing 77, 356-365, 2019	22	2019
Regional models: A new approach for nonlinear system identification via clustering of the self-organizing map AHS Júnior, GA Barreto, F Corona Neurocomputing 147, 31-46, 2015	18	2015
Ensemble of minimal learning machines for pattern classification DPP Mesquita, JPP Gomes, AHS Junior Advances in Computational Intelligence: 13th International Work-Conference …, 2015	17	2015
Going beyond persistent homology using persistent homology JE Immonen, AH Souza, V Garg Advances in Neural Information Processing Systems (NeurIPS), 2023	16	2023
Mlm-rank: A ranking algorithm based on the minimal learning machine ASC Alencar, WL Caldas, JPP Gomes, AH de Souza, PAC Aguilar, ... 2015 Brazilian Conference on Intelligent Systems (BRACIS), 305-309, 2015	14	2015
A minimal learning machine for datasets with missing values DPP Mesquita, JPP Gomes, AHS Jr Neural Information Processing: 22nd International Conference, ICONIP 2015 …, 2015	13	2015
Supervised distance preserving projections: applications in the quantitative analysis of diesel fuels and light cycle oils from NIR spectra F Corona, Z Zhu, AH de Souza Júnior, M Mulas, E Muru, L Sassu, ... Journal of Process Control 30, 10-21, 2015	12	2015
A modified symbiotic organisms search algorithm applied to flow shop scheduling problems LR Rodrigues, JPP Gomes, ARR Neto, AH Souza 2018 IEEE Congress on Evolutionary Computation (CEC), 1-7, 2018	10	2018

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