Breaking news: Unveiling a new dataset for Portuguese news classification and comparative analysis of approaches von Garcia, Klaifer, Shiguihara, Pedro, Berton, Lilian

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Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA von Garcia, Klaifer, Berton, Lilian

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Energy forecasting model based on CNN-LSTM-AE for many time series with unequal lengths von Rick, Rodney, Berton, Lilian

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An Enhanced Framework for Overcoming Pitfalls and Enabling Model Interpretation in Pneumonia and Covid-19 Classification von De Castro Santos, Matheus A., Berton, Lilian

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Classifying El Niño-Southern Oscillation Combining Network Science and Machine Learning von De Castro Santos, Matheus A., Vega-Oliveros, Didier A., Zhao, Liang, Berton, Lilian

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A systematic review for class-imbalance in semi-supervised learning von de Oliveira, Willian Dihanster Gomes, Berton, Lilian

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Identifying noisy labels with a transductive semi-supervised leave-one-out filter von de Aquino Afonso, Bruno Klaus, Berton, Lilian

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Feature Selection for Clustering of Homicide Rates in the Brazilian State of Goias von Sousa, Samuel Bruno da Silva, Del-Fiaco, Ronaldo de Castro, Berton, Lilian

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A review of semi-supervised learning for text classification von Duarte, José Marcio, Berton, Lilian

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A systematic review of fairness in machine learning von Rabonato, Ricardo Trainotti, Berton, Lilian

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Link Prediction Based on Stochastic Information Diffusion von Vega-Oliveros, Didier A., Zhao, Liang, Rocha, Anderson, Berton, Lilian

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A comparative study of pre-processing algorithms for fair classification in few labeled data context von de Oliveira, Willian Dihanster Gomes, Berton, Lilian

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Deep analysis of word sense disambiguation via semi-supervised learning and neural word representations von Duarte, José Marcio, Sousa, Samuel, Milios, Evangelos, Berton, Lilian

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Breaking news: Unveiling a new dataset for Portuguese news classification and comparative analysis of approaches von Klaifer Garcia, Pedro Shiguihara, Lilian Berton

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A multi-centrality index for graph-based keyword extraction von Vega-Oliveros, Didier A., Gomes, Pedro Spoljaric, E. Milios, Evangelos, Berton, Lilian

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Evaluating link prediction by diffusion processes in dynamic networks von Vega-Oliveros, Didier A., Zhao, Liang, Berton, Lilian

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A Temporal Event Graph Approach and Robustness Analysis for Air Transport Network von Sano, Humberto Hayashi, Berton, Lilian

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Classifying El Ni o-Southern Oscillation Combining Network Science and Machine Learning von De Castro Santos, Matheus A., Vega-Oliveros, Didier A., Zhao, Liang, Berton, Lilian

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RGCLI: Robust Graph that Considers Labeled Instances for Semi-Supervised Learning von Berton, Lilian, de Paulo Faleiros, Thiago, Valejo, Alan, Valverde-Rebaza, Jorge, de Andrade Lopes, Alneu

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Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised Classifier von de Aquino Afonso, Bruno Klaus, Berton, Lilian

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