Lilian Berton - RankMe

65 papers A* 1B 7C 1Misc 5Journal 33Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient Fine-Tuning Methods for Portuguese Question Answering: A Comparative Study of PEFT on BERTimbau and Exploratory Evaluation of Generative LLMs. CoRR Mariela M. Nina, Caio Veloso Costa, Lilian Berton, Didier A. Vega-Oliveros
2026	J	`jnl`	Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives. ACM Trans. Comput. Heal. Dilermando Queiroz Neto, Anderson Carlos, André Anjos, Lilian Berton
2026	J	`jnl`	Unlocking the potential of news: A systematic review of advantages and challenges for event detection and analysis. Comput. Sci. Rev. Klaifer Garcia, Lilian Berton
2025	J	`jnl`	A Multi-Objective Evaluation Framework for Analyzing Utility-Fairness Trade-Offs in Machine Learning Systems. CoRR Gökhan Özbulak, Oscar Alfonso Jiménez del Toro, Maíra Fatoretto, Lilian Berton, André Anjos
2025	J	`jnl`	A comparative study of pre-processing algorithms for fair classification in few labeled data context. AI Ethics Willian Dihanster G. de Oliveira, Lilian Berton
2025	J	`jnl`	A systematic review of fairness in machine learning. AI Ethics Ricardo Trainotti Rabonato, Lilian Berton
2025	—	`conf`	APVAT: Attention Perturbation in Virtual Adversarial Training for Semi-supervised Learning. BRACIS (1) José Márcio Duarte, Evangelos E. Milios, Lilian Berton
2025	J	`jnl`	Attentive Bidirectional Long Short-Term Memory Model to Predict the Remaining Useful Life of Aircraft Engines. IEEE Access Andréia Seixas Leal, Ravinesh C. Deo, Salvin S. Prasad, Luis Carlos de Castro Santos, Mumtaz Ali, Lilian Berton
2025	J	`jnl`	Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives. CoRR Dilermando Queiroz, Anderson Carlos, André Anjos, Lilian Berton
2025	J	`jnl`	Optimizing fairness and utility in healthcare machine learning models. Appl. Soft Comput. Maíra Fatoretto, Gökhan Özbulak, André Anjos, Lilian Berton
2025	—	`conf`	Parallelizing Irregular DOACROSS Loops Using ChatGPT and Transactional Memory in OpenMP. IWOMP Juan Salamanca, Alexandro Baldassin, Eduard Ayguadé, Lilian Berton, Islene Calciolari Garcia
2025	J	`jnl`	WBT-BGRL: A Non-Contrastive Weighted Bipartite Link Prediction Model for Inductive Learning. CoRR Joel Frank Huarayo Quispe, Lilian Berton, Didier Augusto Vega-Oliveros
2024	J	`jnl`	Does Data-Efficient Generalization Exacerbate Bias in Foundation Models? CoRR Dilermando Queiroz, Anderson Carlos, Maíra Fatoretto, André Anjos, Lilian Berton, Luis Filipe Nakayama
2024	—	`conf`	Gender-Neutral English to Portuguese Machine Translator: Promoting Inclusive Language. BRACIS (4) Ricardo Trainotti Rabonato, Evangelos E. Milios, Lilian Berton
2024	—	`conf`	Siamese Network-Based Prioritization for Enhanced Multi-document Summarization. BRACIS (2) Klaifer Garcia, Lilian Berton
2024	—	`conf`	Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data. FAIMI/EPIMI@MICCAI Dilermando Queiroz, André Anjos, Lilian Berton
2024	J	`jnl`	Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data. CoRR Dilermando Queiroz, André Anjos, Lilian Berton
2023	J	`jnl`	A review of semi-supervised learning for text classification. Artif. Intell. Rev. José Márcio Duarte, Lilian Berton
2023	J	`jnl`	A systematic review for class-imbalance in semi-supervised learning. Artif. Intell. Rev. Willian Dihanster G. de Oliveira, Lilian Berton
2023	J	`jnl`	An Enhanced Framework for Overcoming Pitfalls and Enabling Model Interpretation in Pneumonia and Covid-19 Classification. IEEE Access Matheus A. De Castro Santos, Lilian Berton
2023	Misc	`conf`	Analysis of active semi-supervised learning. SAC Lilian Berton, Felipe Mitsuishi, Didier Augusto Vega-Oliveros
2023	Misc	`conf`	Graph-based semi-supervised classification for similar wildfire dynamics. SAC Lilian Berton, Pedro Oliveira, Didier A. Vega-Oliveros
2023	—	`conf`	Project-Based Learning in the Development of a Job-Matching Website for Women in STEM. TALE Amanda Ribeiro Fontes, Henrique Mohallem Paiva, Lilian Berton
2022	J	`jnl`	Energy forecasting model based on CNN-LSTM-AE for many time series with unequal lengths. Eng. Appl. Artif. Intell. Rodney Rick, Lilian Berton
2022	J	`jnl`	Link Prediction Based on Stochastic Information Diffusion. IEEE Trans. Neural Networks Learn. Syst. Didier A. Vega-Oliveros, Liang Zhao, Anderson Rocha, Lilian Berton
2022	J	`jnl`	Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised Classifier. CoRR Bruno Klaus de Aquino Afonso, Lilian Berton
2022	J	`jnl`	QT-Routenet: Improved GNN generalization to larger 5G networks by fine-tuning predictions from queueing theory. CoRR Bruno Klaus de Aquino Afonso, Lilian Berton
2021	J	`jnl`	A Temporal Event Graph Approach and Robustness Analysis for Air Transport Network. IEEE Trans. Netw. Sci. Eng. Humberto Hayashi Sano, Lilian Berton
2021	J	`jnl`	Deep analysis of word sense disambiguation via semi-supervised learning and neural word representations. Inf. Sci. José Márcio Duarte, Samuel Bruno da Silva Sousa, Evangelos E. Milios, Lilian Berton
2021	—	`conf`	Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised Classifier. BRACIS (1) Bruno Klaus de Aquino Afonso, Lilian Berton
2021	J	`jnl`	Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA. Appl. Soft Comput. Klaifer Garcia, Lilian Berton
2020	—	`conf`	A comparison of graph-based semi-supervised learning for data augmentation. SIBGRAPI Willian Dihanster G. de Oliveira, Otávio A. B. Penatti, Lilian Berton
2020	Misc	`conf`	Analysis of label noise in graph-based semi-supervised learning. SAC Bruno Klaus de Aquino Afonso, Lilian Berton
2020	J	`jnl`	Analysis of label noise in graph-based semi-supervised learning. CoRR Bruno Klaus de Aquino Afonso, Lilian Berton
2020	J	`jnl`	Classifying El Niño-Southern Oscillation Combining Network Science and Machine Learning. IEEE Access Matheus A. De Castro Santos, Didier Augusto Vega-Oliveros, Liang Zhao, Lilian Berton
2020	J	`jnl`	Identifying noisy labels with a transductive semi-supervised leave-one-out filter. CoRR Bruno Klaus de Aquino Afonso, Lilian Berton
2020	J	`jnl`	Identifying noisy labels with a transductive semi-supervised leave-one-out filter. Pattern Recognit. Lett. Bruno Klaus de Aquino Afonso, Lilian Berton
2020	B	`conf`	Measuring the engagement level in encrypted group conversations by using temporal networks. IJCNN Moshé Cotacallapa, Lilian Berton, Leonardo Nascimento Ferreira, Marcos G. Quiles, Liang Zhao, Elbert E. N. Macau, Didier A. Vega-Oliveros
2020	Misc	`conf`	Topology and robustness analysis of temporal air transport network. SAC Humberto Hayashi Sano, Lilian Berton
2020	B	`conf`	Word sense disambiguation: an evaluation study of semi-supervised approaches with word embeddings. IJCNN Samuel Bruno da Silva Sousa, Evangelos E. Milios, Lilian Berton
2019	J	`jnl`	A multi-centrality index for graph-based keyword extraction. Inf. Process. Manag. Didier Augusto Vega-Oliveros, Pedro Spoljaric Gomes, Evangelos E. Milios, Lilian Berton
2019	—	`conf`	Car Plate Character Recognition Via Semi-Supervised Learning. BRACIS João Pedro Kerr Catunda, André Tavares da Silva, Lilian Berton
2019	—	`conf`	Categorizing Online Harassment on Twitter. PKDD/ECML Workshops (2) Mozhgan Saeidi, Samuel Bruno da Silva Sousa, Evangelos E. Milios, Norbert Zeh, Lilian Berton
2019	J	`jnl`	Feature Selection for Clustering of Homicide Rates in the Brazilian State of Goias. CLEI Electron. J. Samuel Bruno da Silva Sousa, Ronaldo de Castro Del-Fiaco, Lilian Berton
2018	B	`conf`	A Comparison of Graph Construction Methods for Semi-Supervised Learning. IJCNN Lilian Berton, Alneu de Andrade Lopes, Didier Augusto Vega-Oliveros
2018	C	`conf`	Cluster Analysis of Homicide Rates in the Brazilian State of Goiás from 2002 to 2014. CLEI Samuel Bruno da Silva Sousa, Ronaldo de Castro Del-Fiaco, Lilian Berton
2018	J	`jnl`	Cluster analysis of homicide rates in the Brazilian state of Goias from 2002 to 2014. CoRR Samuel Bruno da Silva Sousa, Ronaldo de Castro Del-Fiaco, Lilian Berton
2017	J	`jnl`	RGCLI: Robust Graph that Considers Labeled Instances for Semi-Supervised Learning. Neurocomputing Lilian Berton, Thiago de Paulo Faleiros, Alan Valejo, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
2017	B	`conf`	The Impact of Social Curiosity on Information Spreading on Networks. ASONAM Didier Augusto Vega-Oliveros, Lilian Berton, Federico Vazquez, Francisco Aparecido Rodrigues
2017	J	`jnl`	The Impact of Social Curiosity on Information Spreading on Networks. CoRR Didier Augusto Vega-Oliveros, Lilian Berton, Federico Vazquez, Francisco Aparecido Rodrigues
2016	—	`—`	Graph construction based on neighborhood for semisupervised. Lilian Berton
2016	J	`jnl`	Neighborhood graph construction for semi-supervised learning. AI Matters Lilian Berton, Alneu de Andrade Lopes
2016	—	`conf`	Network Sampling Based on Centrality Measures for Relational Classification. SIMBig (Revised Selected Papers) Lilian Berton, Didier Augusto Vega-Oliveros, Jorge Carlos Valverde-Rebaza, André Tavares da Silva, Alneu de Andrade Lopes
2016	—	`conf`	The Impact of Network Sampling on Relational Classification. SIMBig Lilian Berton, Didier Augusto Vega-Oliveros, Jorge Carlos Valverde-Rebaza, André Tavares da Silva, Alneu de Andrade Lopes
2015	Misc	`conf`	A naïve Bayes model based on ovelapping groups for link prediction in online social networks. SAC Jorge Carlos Valverde-Rebaza, Alan Valejo, Lilian Berton, Thiago de Paulo Faleiros, Alneu de Andrade Lopes
2015	A*	`conf`	Graph Construction for Semi-Supervised Learning. IJCAI Lilian Berton, Alneu de Andrade Lopes
2015	—	`conf`	Influence Maximization Based on the Least Influential Spreaders. SocInf@IJCAI Didier Augusto Vega-Oliveros, Lilian Berton, Alneu de Andrade Lopes, Francisco Aparecido Rodrigues
2015	B	`conf`	Link prediction in graph construction for supervised and semi-supervised learning. IJCNN Lilian Berton, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes
2015	—	`conf`	Spreader Selection by Community to Maximize Information Diffusion in Social Networks. SIMBig Didier Augusto Vega-Oliveros, Lilian Berton
2014	B	`conf`	Graph Construction Based on Labeled Instances for Semi-supervised Learning. ICPR Lilian Berton, Alneu de Andrade Lopes
2014	—	`conf`	Music Genre Classification Using Traditional and Relational Approaches. BRACIS Jorge Carlos Valverde-Rebaza, Aurea Soriano-Vargas, Lilian Berton, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes
2013	J	`jnl`	Performing edge detection by difference of Gaussians using q-Gaussian kernels. CoRR Lucas Assirati, Núbia Rosa da Silva, Lilian Berton, Alneu de Andrade Lopes, Odemir Martinez Bruno
2012	—	`conf`	Graph-based cross-validated committees ensembles. CASoN Nils Ever Murrugarra-Llerena, Lilian Berton, Alneu de Andrade Lopes
2012	—	`conf`	Informativity-based graph: Exploring mutual kNN and labeled vertices for semi-supervised learning. CASoN Lilian Berton, Alneu de Andrade Lopes
2010	B	`conf`	Identifying abnormal nodes in complex networks by using random walk measure. IEEE Congress on Evolutionary Computation Lilian Berton, Jean Huertas, Bilzã Araújo, Liang Zhao