NSTL国家科技图书文献中心

1. Data Interoperability in Learning Analytics - Review of Literature NSTL国家科技图书文献中心

Juary Costa Rocha | Vinicius Ramos ... - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～8 - 共8页

摘要：Learning analytics (LA) and educational data | mining (EDM) are two complementary approaches to | modeling and understanding teaching-learning processes | and, in general, data from academic environments. LA | is applied to data from various sources, which can

关键词： Analytical models | Learning management systems | Computational modeling | Scalability | Data models | Data mining | Interoperability | Research and development | Software engineering | Information systems

2. Process Mining-Based Assessment of Cyber Range Trainings NSTL国家科技图书文献中心

Guillermo Guerrero | Gustavo Betarte ... - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～10 - 共10页

摘要：Cyber ranges are computer systems designed to | create realistic cybersecurity scenarios for training | purposes. It is essential to have a reliable evaluation | process to determine whether users have achieved their | objectives. User training involves a sequence of activities

关键词： Training | Process mining | Reliability | Computer security

3. Active Methodologies Applied to Entrepreneurship Training: Implications in Higher Education of Computing Careers NSTL国家科技图书文献中心

Gabriela Garita Gonz... | Mariana Ramírez Sand... - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～9 - 共9页

摘要：In Today's context, fostering entrepreneurship | has become a priority for universities, recognizing | its importance in economic and social development | . This article addresses the integration of active | methodologies in entrepreneurship education, focusing on

关键词： Training | Economics | Computer science | Technological innovation | Engineering profession | Entrepreneurship | Focusing | Teamwork | Informatics

4. Concepts and Applicability of Non-Functional Requirements for Particular and Universal Things NSTL国家科技图书文献中心

Luis Olsina | Pablo Becker ... - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～10 - 共10页

摘要：This paper discusses the main concepts and | relationships for the Non-Functional Requirements (NFRs | ) domain ontology, which is placed at the top-domain | level in the framework of a five-level ontological | architecture. In this (ontological) context, the term Non

关键词： Semantics | Computer architecture | Ontologies | Testing | Context modeling

5. Transfer Learning and Fine-Tuning for Facial Expression Recognition with Class Balancing NSTL国家科技图书文献中心

Josef Ruzicka | Adrian Lara - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～4 - 共4页

摘要：Facial expression recognition benefits from | deep learning models because of their ability to | automatically extract features. However, these models face | three important challenges: first, training tends to | take longer times than with traditional machine

关键词： Training | Deep learning | Face recognition | Computational modeling | Transfer learning | Graphics processing units | Feature extraction | Loss measurement | Labeling | Tuning

6. A Machine Learning-Based System for Medical Assistance in the Diagnosis of Cardiovascular Diseases NSTL国家科技图书文献中心

Vinícius Marques Bez... | Eutino Junior Vieira...... - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～10 - 共10页

摘要：This paper investigates the early diagnosis of | cardiovascular diseases (CVD) through machine learning (ML | ), utilizing the database from the University of California | , Irvine (UCI). This paper evaluates ten ML models. Among | the evaluated ML models, the StackingCVClassifier

关键词： Support vector machines | Training | Adaptation models | Databases | Computational modeling | Urban areas | User interfaces | Predictive models | Nearest neighbor methods | Cardiovascular diseases

7. Security Mechanisms Used in Systems Based on Zero Trust Architecture: A Systematic Mapping NSTL国家科技图书文献中心

Carlos Manzano | Gastón Márquez ... - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～10 - 共10页

摘要：Zero Trust Architecture (ZTA) is a novel | security approach for building secure systems. ZTA-based | systems are built with specific security mechanisms to | enforce their basic tenets, for example, explicit | verification and least privilege. Although existing security

关键词： Access control | Systematics | Software architecture | Reviews | Architecture | Buildings | Authentication | Zero Trust | Security | High frequency

8. Evolutionary Multiobjective Multicast Virtual Network Function Placement in NFV-SDN Networks NSTL国家科技图书文献中心

Carlos Cañete | Cristhian Medina ... - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～10 - 共10页

摘要：Software-defined networking (SDN) and network | functions virtualization (NFV) are promising technologies | for demand services that require building flexible | multicast transmission mechanisms with requirements for | data processing functions at the network nodes. The

关键词： Evolutionary computation | Routing | Linear programming | Data processing | Network function virtualization | Delays | Proposals | Data communication | Software defined networking | Optimization

9. A Novel Quantum Fuzzy Approach to Interpret Dilemmas of Game Theory NSTL国家科技图书文献中心

Cecília Botelho | Helida Santos ... - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～9 - 共9页

摘要：This work introduces an innovative approach | from modeling to simulations, integrating quantum | fuzzy interpretations, focusing on the expression of | membership degrees in quantum circuits, interpreted as a | unitary quantum transformation. Our research contrasts

关键词： Computational modeling | Quantum mechanics | Focusing | Registers | Logic | Integrated circuit modeling | Quantum circuit | Game theory

10. Digital Transformation in Dental Care: An Artificial Intelligence Application for Automated Dental Radiology Diagnosis NSTL国家科技图书文献中心

Débora Pollicelli | Facundo Roffet ... - 《2024 L Latin American Computer Conference》 - Latin American Computing Conference - 2024, - 1～9 - 共9页

摘要：We present the development of an automatic | dental diagnosis system based on artificial | intelligence. The goal is to accurately support clinical | decision-making in dentistry based on pantomographic | images. We describe the construction of a large dataset

关键词： Visualization | Pathology | Digital transformation | Semantics | Decision making | Teeth | Radiology | Dentistry | Diagnostic radiography | Artificial intelligence

摘要：Learning analytics (LA) and educational data | mining (EDM) are two complementary approaches to | modeling and understanding teaching-learning processes | and, in general, data from academic environments. LA | is applied to data from various sources, which can

关键词： Analytical models | Learning management systems | Computational modeling | Scalability | Data models | Data mining | Interoperability | Research and development | Software engineering | Information systems

摘要：Cyber ranges are computer systems designed to | create realistic cybersecurity scenarios for training | purposes. It is essential to have a reliable evaluation | process to determine whether users have achieved their | objectives. User training involves a sequence of activities

关键词： Training | Process mining | Reliability | Computer security

摘要：In Today's context, fostering entrepreneurship | has become a priority for universities, recognizing | its importance in economic and social development | . This article addresses the integration of active | methodologies in entrepreneurship education, focusing on

关键词： Training | Economics | Computer science | Technological innovation | Engineering profession | Entrepreneurship | Focusing | Teamwork | Informatics

摘要：This paper discusses the main concepts and | relationships for the Non-Functional Requirements (NFRs | ) domain ontology, which is placed at the top-domain | level in the framework of a five-level ontological | architecture. In this (ontological) context, the term Non

关键词： Semantics | Computer architecture | Ontologies | Testing | Context modeling

摘要：Facial expression recognition benefits from | deep learning models because of their ability to | automatically extract features. However, these models face | three important challenges: first, training tends to | take longer times than with traditional machine

关键词： Training | Deep learning | Face recognition | Computational modeling | Transfer learning | Graphics processing units | Feature extraction | Loss measurement | Labeling | Tuning

摘要：This paper investigates the early diagnosis of | cardiovascular diseases (CVD) through machine learning (ML | ), utilizing the database from the University of California | , Irvine (UCI). This paper evaluates ten ML models. Among | the evaluated ML models, the StackingCVClassifier

关键词： Support vector machines | Training | Adaptation models | Databases | Computational modeling | Urban areas | User interfaces | Predictive models | Nearest neighbor methods | Cardiovascular diseases

摘要：Zero Trust Architecture (ZTA) is a novel | security approach for building secure systems. ZTA-based | systems are built with specific security mechanisms to | enforce their basic tenets, for example, explicit | verification and least privilege. Although existing security

关键词： Access control | Systematics | Software architecture | Reviews | Architecture | Buildings | Authentication | Zero Trust | Security | High frequency

摘要：Software-defined networking (SDN) and network | functions virtualization (NFV) are promising technologies | for demand services that require building flexible | multicast transmission mechanisms with requirements for | data processing functions at the network nodes. The

关键词： Evolutionary computation | Routing | Linear programming | Data processing | Network function virtualization | Delays | Proposals | Data communication | Software defined networking | Optimization

摘要：This work introduces an innovative approach | from modeling to simulations, integrating quantum | fuzzy interpretations, focusing on the expression of | membership degrees in quantum circuits, interpreted as a | unitary quantum transformation. Our research contrasts

关键词： Computational modeling | Quantum mechanics | Focusing | Registers | Logic | Integrated circuit modeling | Quantum circuit | Game theory

摘要：We present the development of an automatic | dental diagnosis system based on artificial | intelligence. The goal is to accurately support clinical | decision-making in dentistry based on pantomographic | images. We describe the construction of a large dataset

关键词： Visualization | Pathology | Digital transformation | Semantics | Decision making | Teeth | Radiology | Dentistry | Diagnostic radiography | Artificial intelligence

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