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1. AI techniques for automated penetration testing in MQTT networks: a literature investigation NSTL国家科技图书文献中心

Reno C. Alencar | Bruno J. T. Fernande...... - 《International Journal of Computers & Applications》 - 2025,47(1/3) - 106～121 - 共16页

摘要：The proliferation of IoT has made MQTT systems frequent targets of cyberattacks. While existing literature predominantly focuses on intrusion detection systems, this research aims to explore how machi...

关键词： Penetration testing | network attacks | internet of things | IoT Vulnerabilities | MQTT | machine learning

2. Exploring Climatic Shifts in Brazilian Climates: Insights from ARMAX, Decision Trees, and Artificial Neural Networks NSTL国家科技图书文献中心

Joao V. R. de Andrad... | Igor L. B. da Silva ... - 《Intelligent Systems,Part IV》 - Brazilian Conference on Intelligent Systems - 2025, - 167～179 - 共13页

摘要：Over the years, humanity has deepened its understanding of its actions' profound impacts on global temperatures. Beyond the rise in global temperatures driven by global warming, local biomes also sign...

关键词： Explainable AI | ARMAX models | Neural networks | Global warming | Land use changes

3. Anomaly Detection in Smart Houses for Healthcare NSTL国家科技图书文献中心

Yves M. Galvao | Leticia Castro ... - 《SN Computer Science》 - 2024,5(1) - 136-1～136-13 - 共13页

摘要：Nowadays, device monitoring is an activity present in various different environments. Ranging from monitoring workers in their workplaces, city traffic, surveillance in shops, to elderly at home, all ...

关键词： Deep learning | Smart houses | Anomaly detection | Systematic review | RSL | Review

4. General Cephalometric Landmark Detection for Different Source of X-Ray Images NSTL国家科技图书文献中心

Cristian Millan-Aria... | Bruno J. T. Fernande...... - 《2023 IEEE Latin American Conference on Computational Intelligence: LA-CCI 2023, Recife-Pe, Brazil, 29 October - 1 November 2023》 - IEEE Latin American Conference on Computational Intelligence - 2023, - 1～6 - 共6页

摘要：Cephalometric landmarks are specific anatomical points or structures identifiable on a radiograph or X-ray image of the human skull. These landmarks serve as reference points for cephalometric analysi...

关键词： Training | Radiography | Computational modeling | Machine learning | Feature extraction | Labeling | X-ray imaging

5. Analysis of different machine learning approaches in the context of urban mobility: a systematic review NSTL国家科技图书文献中心

Jo?o G. R. de Carval... | Bruno J. T. Fernande...... - 《2023 IEEE Latin American Conference on Computational Intelligence: LA-CCI 2023, Recife-Pe, Brazil, 29 October - 1 November 2023》 - IEEE Latin American Conference on Computational Intelligence - 2023, - 1～6 - 共6页

摘要：In the urban planning of cities, with population growth and expansion of infrastructure demands leading to the displacement of people, the theme of urban mobility is highlighted in social agendas. As ...

关键词： Support vector machines | Machine learning algorithms | Systematics | Biological system modeling | Classification algorithms | Random forests | Optimization

6. Hybrid Model and Ensemble for Inflation Forecasting: A Machine Learning Approach NSTL国家科技图书文献中心

André L. S. Xavier | Bruno J. T. Fernande...... - 《2023 IEEE Latin American Conference on Computational Intelligence: LA-CCI 2023, Recife-Pe, Brazil, 29 October - 1 November 2023》 - IEEE Latin American Conference on Computational Intelligence - 2023, - 1～6 - 共6页

摘要：An inflation index is a statistical tool that measures the change in the general price level of goods and services in an economy over a specific period, typically used to gauge the inflation rate. Und...

关键词： Radio frequency | Adaptation models | Predictive models | Time measurement | Indexes | Forecasting | Bagging

7. Interpretable Diagnosis of Banana Leaf Sigatoka Disease using CNNs and Shapley Values NSTL国家科技图书文献中心

Agostinho Freire | Rafaella De Lima Roq...... - 《2023 IEEE Latin American Conference on Computational Intelligence: LA-CCI 2023, Recife-Pe, Brazil, 29 October - 1 November 2023》 - IEEE Latin American Conference on Computational Intelligence - 2023, - 1～6 - 共6页

摘要：Sigatoka disease significantly threatens banana crops, causing yield losses and quality deterioration. Convolutional Neural Networks (CNNs) have shown promise in diagnosing plant diseases. However, th...

关键词： Plant diseases | Surface contamination | Neural networks | Crops | Lighting | Convolutional neural networks | Diseases

8. Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative Evaluation NSTL国家科技图书文献中心

Leandro H. de S. Sil... | Agostinho Freire ... - 《2023 IEEE Latin American Conference on Computational Intelligence: LA-CCI 2023, Recife-Pe, Brazil, 29 October - 1 November 2023》 - IEEE Latin American Conference on Computational Intelligence - 2023, - 1～5 - 共5页

摘要：Electronic component classification is crucial in manufacturing, testing, and recycling. This paper evaluates the effectiveness of supervised contrastive learning in enhancing electronic component cla...

关键词： Training | Sensitivity | Self-supervised learning | Convolutional neural networks | Integrated circuit modeling | Task analysis | Standards

9. Assessing the Effect of Urban Expansion and Deforestation on Temperature Rise in Cajazeiras, Brazil: A Data-Driven Approach NSTL国家科技图书文献中心

Jo?o Vinicius Ribeir... | Teobaldo Gabriel De ...... - 《2023 IEEE Latin American Conference on Computational Intelligence: LA-CCI 2023, Recife-Pe, Brazil, 29 October - 1 November 2023》 - IEEE Latin American Conference on Computational Intelligence - 2023, - 1～6 - 共6页

摘要：Climate change is a task of profound academic and societal relevance that promises to shape our actions for the planet’s sustainable future. Understanding the complex relationship between land transfo...

关键词： Deforestation | Temperature measurement | Temperature distribution | Climate change | Urban areas | Land surface temperature | Random forests

10. Anomaly Detection in Conveyor Belt Using a Deep Learning Model NSTL国家科技图书文献中心

Cristian Millan-Aria... | Jean Felipe C. Ferre...... - 《2023 IEEE Latin American Conference on Computational Intelligence: LA-CCI 2023, Recife-Pe, Brazil, 29 October - 1 November 2023》 - IEEE Latin American Conference on Computational Intelligence - 2023, - 1～6 - 共6页

摘要：Conveyor belts are widely used tools in the industry. In them, different types of elements and materials are transported and being in constant and arduous work. The constant contact of the materials c...

摘要：The proliferation of IoT has made MQTT systems frequent targets of cyberattacks. While existing literature predominantly focuses on intrusion detection systems, this research aims to explore how machi...

关键词： Penetration testing | network attacks | internet of things | IoT Vulnerabilities | MQTT | machine learning

摘要：Over the years, humanity has deepened its understanding of its actions' profound impacts on global temperatures. Beyond the rise in global temperatures driven by global warming, local biomes also sign...

关键词： Explainable AI | ARMAX models | Neural networks | Global warming | Land use changes

摘要：Nowadays, device monitoring is an activity present in various different environments. Ranging from monitoring workers in their workplaces, city traffic, surveillance in shops, to elderly at home, all ...

关键词： Deep learning | Smart houses | Anomaly detection | Systematic review | RSL | Review

摘要：Cephalometric landmarks are specific anatomical points or structures identifiable on a radiograph or X-ray image of the human skull. These landmarks serve as reference points for cephalometric analysi...

关键词： Training | Radiography | Computational modeling | Machine learning | Feature extraction | Labeling | X-ray imaging

摘要：In the urban planning of cities, with population growth and expansion of infrastructure demands leading to the displacement of people, the theme of urban mobility is highlighted in social agendas. As ...

关键词： Support vector machines | Machine learning algorithms | Systematics | Biological system modeling | Classification algorithms | Random forests | Optimization

摘要：An inflation index is a statistical tool that measures the change in the general price level of goods and services in an economy over a specific period, typically used to gauge the inflation rate. Und...

关键词： Radio frequency | Adaptation models | Predictive models | Time measurement | Indexes | Forecasting | Bagging

摘要：Sigatoka disease significantly threatens banana crops, causing yield losses and quality deterioration. Convolutional Neural Networks (CNNs) have shown promise in diagnosing plant diseases. However, th...

关键词： Plant diseases | Surface contamination | Neural networks | Crops | Lighting | Convolutional neural networks | Diseases

摘要：Electronic component classification is crucial in manufacturing, testing, and recycling. This paper evaluates the effectiveness of supervised contrastive learning in enhancing electronic component cla...

关键词： Training | Sensitivity | Self-supervised learning | Convolutional neural networks | Integrated circuit modeling | Task analysis | Standards

摘要：Climate change is a task of profound academic and societal relevance that promises to shape our actions for the planet’s sustainable future. Understanding the complex relationship between land transfo...

关键词： Deforestation | Temperature measurement | Temperature distribution | Climate change | Urban areas | Land surface temperature | Random forests

摘要：Conveyor belts are widely used tools in the industry. In them, different types of elements and materials are transported and being in constant and arduous work. The constant contact of the materials c...

关键词： Training | Deep learning | Computational modeling | Belts | Software | Anomaly detection | Surface treatment

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