Titlebook: Intelligent Systems; 11th Brazilian Confe João Carlos Xavier-Junior,Ricardo Araújo Rios Conference proceedings 2022 The Editor(s) (if appli

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Application of the Sugeno Integral in Fuzzy Rule-Based Classification,e of the Choquet integral and its generalizations to enhance the quality of such systems. Precisely, it was applied to the Fuzzy Reasoning Method (FRM) to aggregate the fired fuzzy rules when classify new data. On the other side, the Sugeno integral, another well known aggregation operator, obtained

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,Improving the FQF Distributional Reinforcement Learning Algorithm in MinAtar Environment,used and the use of low and medium complexity digital games as benchmark environments has become a common practice. In 2013, a new algorithm, called DQN (Deep Q Network), caused a great impact in the academic environment by obtaining human-level results in several Atari 2600 games, using artificial

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,Glomerulosclerosis Identification Using a Modified Dense Convolutional Network,y renal pathologists to indicate the presence and extent of renal damage. It is paramount to guide the appropriate treatment and minimize the chances of the disease progressing to chronic stages. Thus, to identify glomerulus with sclerosis, this article proposes a convolutional neural network (CNN)

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,Automatic Rule Generation for Cellular Automata Using Fuzzy Times Series Methods,of the strategies capable of predicting future land states over time based on a set of transitional rules. Building this set is not a straightforward task. It may require technical knowledge about the process, through years of scientific research. If machine learning techniques are applied, there is

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Fernando Correia Braga,Norton Trevisan Roman,Diego Falceta-Gonçalvesit is a rigorous study of ordinary differential equations and can be fully un­ derstood by anyone who has completed one year of calculus. However, in addition to the traditional applications, it also contains many exciting "real life" problems. These applications are completely self contained. First

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Gabriel Henrique de Souza,Gabriel Oliveira Faria,Luciana Paixão Motta,Heder Soares Bernardino,Alex Bn singular solutions of differential equations. A new section, 2.8.1, dealing with Euler equations has been added, and this section is used to motivate a greatly expanded treatment of singular equations in sections 2.8.2 and 2.8.3. Our second major change is the addition of a new section, 4.9, deali

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Gabriel Marques Tavares,Sylvio Barbon Junior,Ernesto Damiani,Paolo Ceravolon singular solutions of differential equations. A new section, 2.8.1, dealing with Euler equations has been added, and this section is used to motivate a greatly expanded treatment of singular equations in sections 2.8.2 and 2.8.3. Our second major change is the addition of a new section, 4.9, deali

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