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ORCIDLilian Berton
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2020 – today
- 2024
[c27]Dilermando Queiroz, André Anjos, Lilian Berton:
Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data. FAIMI/EPIMI@MICCAI 2024: 109-118- [i9]Dilermando Queiroz, André Anjos, Lilian Berton:
Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data. CoRR abs/2408.16130 (2024) - [i8]Dilermando Queiroz, Anderson Carlos, Maíra Fatoretto, André Anjos, Lilian Berton, Luis Filipe Nakayama:
Does Data-Efficient Generalization Exacerbate Bias in Foundation Models? CoRR abs/2408.16154 (2024) - 2023
- [j14]Matheus A. De Castro Santos
, Lilian Berton:
An Enhanced Framework for Overcoming Pitfalls and Enabling Model Interpretation in Pneumonia and Covid-19 Classification. IEEE Access 11: 115330-115347 (2023) - [j13]José Márcio Duarte, Lilian Berton:
A review of semi-supervised learning for text classification. Artif. Intell. Rev. 56(9): 9401-9469 (2023) - [j12]Willian Dihanster G. de Oliveira, Lilian Berton:
A systematic review for class-imbalance in semi-supervised learning. Artif. Intell. Rev. 56(S2): 2349-2382 (2023) - [c26]Lilian Berton, Pedro Oliveira, Didier A. Vega-Oliveros:
Graph-based semi-supervised classification for similar wildfire dynamics. SAC 2023: 499-506 - [c25]Lilian Berton, Felipe Mitsuishi, Didier Augusto Vega-Oliveros:
Analysis of active semi-supervised learning. SAC 2023: 1122-1129 - [c24]Amanda Ribeiro Fontes, Henrique Mohallem Paiva, Lilian Berton:
Project-Based Learning in the Development of a Job-Matching Website for Women in STEM. TALE 2023: 1-8 - 2022
- [j11]Rodney Rick, Lilian Berton:
Energy forecasting model based on CNN-LSTM-AE for many time series with unequal lengths. Eng. Appl. Artif. Intell. 113: 104998 (2022) - [j10]Didier A. Vega-Oliveros, Liang Zhao, Anderson Rocha, Lilian Berton:
Link Prediction Based on Stochastic Information Diffusion. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3522-3532 (2022) - [i7]Bruno Klaus de Aquino Afonso, Lilian Berton:
Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised Classifier. CoRR abs/2201.03456 (2022) - [i6]Bruno Klaus de Aquino Afonso, Lilian Berton:
QT-Routenet: Improved GNN generalization to larger 5G networks by fine-tuning predictions from queueing theory. CoRR abs/2207.06336 (2022) - 2021
- [j9]Klaifer Garcia, Lilian Berton:
Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA. Appl. Soft Comput. 101: 107057 (2021) - [j8]José Márcio Duarte, Samuel Bruno da Silva Sousa, Evangelos E. Milios, Lilian Berton:
Deep analysis of word sense disambiguation via semi-supervised learning and neural word representations. Inf. Sci. 570: 278-297 (2021) - [j7]Humberto Hayashi Sano, Lilian Berton:
A Temporal Event Graph Approach and Robustness Analysis for Air Transport Network. IEEE Trans. Netw. Sci. Eng. 8(4): 3453-3464 (2021) - [c23]Bruno Klaus de Aquino Afonso, Lilian Berton:
Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised Classifier. BRACIS (1) 2021: 514-527 - 2020
- [j6]Matheus A. De Castro Santos, Didier Augusto Vega-Oliveros, Liang Zhao, Lilian Berton:
Classifying El Niño-Southern Oscillation Combining Network Science and Machine Learning. IEEE Access 8: 55711-55723 (2020) - [j5]Bruno Klaus de Aquino Afonso, Lilian Berton:
Identifying noisy labels with a transductive semi-supervised leave-one-out filter. Pattern Recognit. Lett. 140: 127-134 (2020) - [c22]Moshé Cotacallapa, Lilian Berton, Leonardo Nascimento Ferreira, Marcos G. Quiles, Liang Zhao, Elbert E. N. Macau, Didier A. Vega-Oliveros:
Measuring the engagement level in encrypted group conversations by using temporal networks. IJCNN 2020: 1-8 - [c21]Samuel Bruno da Silva Sousa, Evangelos E. Milios, Lilian Berton:
Word sense disambiguation: an evaluation study of semi-supervised approaches with word embeddings. IJCNN 2020: 1-8 - [c20]Bruno Klaus de Aquino Afonso, Lilian Berton:
Analysis of label noise in graph-based semi-supervised learning. SAC 2020: 1127-1134 - [c19]Humberto Hayashi Sano, Lilian Berton:
Topology and robustness analysis of temporal air transport network. SAC 2020: 1881-1884 - [c18]Willian Dihanster G. de Oliveira, Otávio A. B. Penatti, Lilian Berton:
A comparison of graph-based semi-supervised learning for data augmentation. SIBGRAPI 2020: 264-271 - [i5]Bruno Klaus de Aquino Afonso, Lilian Berton:
Identifying noisy labels with a transductive semi-supervised leave-one-out filter. CoRR abs/2009.11811 (2020) - [i4]Bruno Klaus de Aquino Afonso, Lilian Berton:
Analysis of label noise in graph-based semi-supervised learning. CoRR abs/2009.12966 (2020)
2010 – 2019
- 2019
- [j4]Samuel Bruno da Silva Sousa, Ronaldo de Castro Del-Fiaco, Lilian Berton:
Feature Selection for Clustering of Homicide Rates in the Brazilian State of Goias. CLEI Electron. J. 22(3) (2019) - [j3]Didier Augusto Vega-Oliveros, Pedro Spoljaric Gomes, Evangelos E. Milios, Lilian Berton:
A multi-centrality index for graph-based keyword extraction. Inf. Process. Manag. 56(6) (2019) - [c17]João Pedro Kerr Catunda, André Tavares da Silva, Lilian Berton:
Car Plate Character Recognition Via Semi-Supervised Learning. BRACIS 2019: 735-740 - [c16]Mozhgan Saeidi, Samuel Bruno da Silva Sousa, Evangelos E. Milios, Norbert Zeh, Lilian Berton:
Categorizing Online Harassment on Twitter. PKDD/ECML Workshops (2) 2019: 283-297 - 2018
- [c15]Samuel Bruno da Silva Sousa, Ronaldo de Castro Del-Fiaco, Lilian Berton:
Cluster Analysis of Homicide Rates in the Brazilian State of Goiás from 2002 to 2014. CLEI 2018: 445-454 - [c14]Lilian Berton, Alneu de Andrade Lopes, Didier Augusto Vega-Oliveros:
A Comparison of Graph Construction Methods for Semi-Supervised Learning. IJCNN 2018: 1-8 - [i3]Samuel Bruno da Silva Sousa, Ronaldo de Castro Del-Fiaco, Lilian Berton:
Cluster analysis of homicide rates in the Brazilian state of Goias from 2002 to 2014. CoRR abs/1811.06366 (2018) - 2017
- [j2]Lilian Berton, Thiago de Paulo Faleiros, Alan Valejo, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
RGCLI: Robust Graph that Considers Labeled Instances for Semi-Supervised Learning. Neurocomputing 226: 238-248 (2017) - [c13]Didier Augusto Vega-Oliveros, Lilian Berton, Federico Vazquez, Francisco Aparecido Rodrigues:
The Impact of Social Curiosity on Information Spreading on Networks. ASONAM 2017: 459-466 - [i2]Didier Augusto Vega-Oliveros, Lilian Berton, Federico Vazquez, Francisco Aparecido Rodrigues:
The Impact of Social Curiosity on Information Spreading on Networks. CoRR abs/1706.07972 (2017) - 2016
- [b1]Lilian Berton:
Graph construction based on neighborhood for semisupervised. University of São Paulo, Brazil, 2016 - [j1]Lilian Berton, Alneu de Andrade Lopes:
Neighborhood graph construction for semi-supervised learning. AI Matters 2(3): 14-15 (2016) - [c12]Lilian Berton, Didier Augusto Vega-Oliveros, Jorge Carlos Valverde-Rebaza, André Tavares da Silva, Alneu de Andrade Lopes:
Network Sampling Based on Centrality Measures for Relational Classification. SIMBig (Revised Selected Papers) 2016: 43-56 - [c11]Lilian Berton, Didier Augusto Vega-Oliveros, Jorge Carlos Valverde-Rebaza, André Tavares da Silva, Alneu de Andrade Lopes:
The Impact of Network Sampling on Relational Classification. SIMBig 2016: 62-72 - 2015
- [c10]Didier Augusto Vega-Oliveros, Lilian Berton, Alneu de Andrade Lopes, Francisco Aparecido Rodrigues:
Influence Maximization Based on the Least Influential Spreaders. SocInf@IJCAI 2015: 3-8 - [c9]Lilian Berton, Alneu de Andrade Lopes:
Graph Construction for Semi-Supervised Learning. IJCAI 2015: 4343-4344 - [c8]Lilian Berton, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
Link prediction in graph construction for supervised and semi-supervised learning. IJCNN 2015: 1-8 - [c7]Jorge Carlos Valverde-Rebaza, Alan Valejo, Lilian Berton, Thiago de Paulo Faleiros, Alneu de Andrade Lopes:
A naïve Bayes model based on ovelapping groups for link prediction in online social networks. SAC 2015: 1136-1141 - [c6]Didier Augusto Vega-Oliveros, Lilian Berton:
Spreader Selection by Community to Maximize Information Diffusion in Social Networks. SIMBig 2015: 73-82 - 2014
- [c5]Jorge Carlos Valverde-Rebaza, Aurea Soriano-Vargas, Lilian Berton, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes:
Music Genre Classification Using Traditional and Relational Approaches. BRACIS 2014: 259-264 - [c4]Lilian Berton, Alneu de Andrade Lopes:
Graph Construction Based on Labeled Instances for Semi-supervised Learning. ICPR 2014: 2477-2482 - 2013
- [i1]Lucas Assirati, Núbia Rosa da Silva, Lilian Berton, Alneu de Andrade Lopes, Odemir Martinez Bruno:
Performing edge detection by difference of Gaussians using q-Gaussian kernels. CoRR abs/1311.2561 (2013) - 2012
- [c3]Lilian Berton, Alneu de Andrade Lopes:
Informativity-based graph: Exploring mutual kNN and labeled vertices for semi-supervised learning. CASoN 2012: 14-19 - [c2]Nils Ever Murrugarra-Llerena, Lilian Berton, Alneu de Andrade Lopes:
Graph-based cross-validated committees ensembles. CASoN 2012: 75-80 - 2010
- [c1]Lilian Berton, Jean Huertas, Bilzã Araújo, Liang Zhao:
Identifying abnormal nodes in complex networks by using random walk measure. IEEE Congress on Evolutionary Computation 2010: 1-6
Coauthor Index
aka: Didier A. Vega-Oliveros
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last updated on 2024-11-04 21:40 CET by the dblp team
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