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Computer Science - CACIC 2023 [electronic resource] : 29th Argentine Congress of Computer Science, Lujan, Argentina, October 9-12, 2023, Revised Selected Papers / edited by Patricia Pesado, Walter Panessi, Juan Manuel Fernández.

Contributor(s): Pesado, Patricia [editor.] | Panessi, Walter [editor.] | Fernández, Juan Manuel [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Communications in Computer and Information Science: 2123Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: XIV, 416 p. 182 illus., 139 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031622458.Subject(s): Computer engineering | Computer networks  | Computer Engineering and NetworksAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 621.39 | 004.6 Online resources: Click here to access online
Contents:
-- Agents and Systems. -- Nonlinear Models in Optimal Instrumentation. A Fast Technique for Precision Evaluation. -- Determination of hyperparameters in the development of a frost predictive model with Data Science. -- Distributed and Parallel Processing. -- Evaluation of programming languages for memory usage, scalability, and cold start, on AWS Lambda Serverless platform as a case study. -- Enhanced OpenMP Algorithm to Compute All-Pairs Shortest Path on x86 Architectures. -- Technology Applied to Education. -- Embedded Systems Programming through eUCCvm, an Integrated Educational Tool. -- Assessing Participation and Academic Performance in Discussion Forums: A Systematic Review. -- Basic electronics virtual laboratory for university students in an extended classroom. -- Graphic Computation, Images and Visualization. -- Improving Cryptocurrency Visual Analysis with Crypto Visualizer+. -- Software Engineering. -- Formally Verifying Data Science Systems with a Sound an Correct Formalism. -- API Management and SQuaRE: a comprehensive overview from the practitioners' standpoint. -- Towards optimal non-functional requirements elicitation and documentation in agile software development: A case study. -- Validation of metrics for the deployment of software systems: Case studies in SMEs in Argentina. -- Quality 4.0 in Software Engineering: Incorporating Scaled Agile Insights to a Framework Proposal. -- Databases and Data Mining. -- Personality Traits Assessment: a Case of Study Using Text Mining Techniques. -- Effects of Topological Factors and Class Imbalance on Node Classification through Graph Convolutional Neural Networks. -- First Experiences with the Identification of People at Risk for Diabetes in Argentina using Machine Learning Techniques. -- Hardware Architectures, Networks, and Operating Systems. -- Case Study: Methodology for the Design and Development of Distributed Embedded Systems. -- Innovation in Software Systems. -- Integration of Brain-Computer Interfaces with Alternative Augmentative Communication Systems. -- Accessible Software Desing: thinking outside the box. -- Analyzing Induced Functional Dependencies from Spreadsheets in the GF Framework for Ontology-Based Data Access. -- Signal Processing and Real-Time Systems. -- Data Acquisition System Using Low-Complexity Sensors for Ancient Tractors in the Río Negro and Neuquén Valley. -- ADS-B Support to SSR. -- Innovation in Computer Science Education. -- Teaching Strategies for Programming in Massive University Settings. -- Rubric-Driven Competency Development: A Case Study. -- Computer Security. -- Pseudorandom Binary Generator Based on Combining Nonlinear Feedback Shift Registers. -- Exploration of Hybrid Neural Networks for Domain Name Generation. -- Digital Governance and Smart Cities. -- Contribution to SDGs 2030 through the CAP4CITY Project and a Master in Smart Cities Management and Technology.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 29th Argentine Congress of Computer Science on Computer Science - CACIC 2023, held in Luján, Argentina, during October 9-12, 2023. The 27 full papers included in this book were carefully reviewed and selected from 142 submissions. They were organized in topical sections as follows: agents and systems; distributed and parallel processing; technology applied to education; graphic computation, images and visualization; software engineering; databases and data mining; hardware architectures, networks, and operating systems; innovation in software systems; signal processing and real-time systems; innovation in computer science education; computer security; digital governance and smart cities.
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-- Agents and Systems. -- Nonlinear Models in Optimal Instrumentation. A Fast Technique for Precision Evaluation. -- Determination of hyperparameters in the development of a frost predictive model with Data Science. -- Distributed and Parallel Processing. -- Evaluation of programming languages for memory usage, scalability, and cold start, on AWS Lambda Serverless platform as a case study. -- Enhanced OpenMP Algorithm to Compute All-Pairs Shortest Path on x86 Architectures. -- Technology Applied to Education. -- Embedded Systems Programming through eUCCvm, an Integrated Educational Tool. -- Assessing Participation and Academic Performance in Discussion Forums: A Systematic Review. -- Basic electronics virtual laboratory for university students in an extended classroom. -- Graphic Computation, Images and Visualization. -- Improving Cryptocurrency Visual Analysis with Crypto Visualizer+. -- Software Engineering. -- Formally Verifying Data Science Systems with a Sound an Correct Formalism. -- API Management and SQuaRE: a comprehensive overview from the practitioners' standpoint. -- Towards optimal non-functional requirements elicitation and documentation in agile software development: A case study. -- Validation of metrics for the deployment of software systems: Case studies in SMEs in Argentina. -- Quality 4.0 in Software Engineering: Incorporating Scaled Agile Insights to a Framework Proposal. -- Databases and Data Mining. -- Personality Traits Assessment: a Case of Study Using Text Mining Techniques. -- Effects of Topological Factors and Class Imbalance on Node Classification through Graph Convolutional Neural Networks. -- First Experiences with the Identification of People at Risk for Diabetes in Argentina using Machine Learning Techniques. -- Hardware Architectures, Networks, and Operating Systems. -- Case Study: Methodology for the Design and Development of Distributed Embedded Systems. -- Innovation in Software Systems. -- Integration of Brain-Computer Interfaces with Alternative Augmentative Communication Systems. -- Accessible Software Desing: thinking outside the box. -- Analyzing Induced Functional Dependencies from Spreadsheets in the GF Framework for Ontology-Based Data Access. -- Signal Processing and Real-Time Systems. -- Data Acquisition System Using Low-Complexity Sensors for Ancient Tractors in the Río Negro and Neuquén Valley. -- ADS-B Support to SSR. -- Innovation in Computer Science Education. -- Teaching Strategies for Programming in Massive University Settings. -- Rubric-Driven Competency Development: A Case Study. -- Computer Security. -- Pseudorandom Binary Generator Based on Combining Nonlinear Feedback Shift Registers. -- Exploration of Hybrid Neural Networks for Domain Name Generation. -- Digital Governance and Smart Cities. -- Contribution to SDGs 2030 through the CAP4CITY Project and a Master in Smart Cities Management and Technology.

This book constitutes the refereed proceedings of the 29th Argentine Congress of Computer Science on Computer Science - CACIC 2023, held in Luján, Argentina, during October 9-12, 2023. The 27 full papers included in this book were carefully reviewed and selected from 142 submissions. They were organized in topical sections as follows: agents and systems; distributed and parallel processing; technology applied to education; graphic computation, images and visualization; software engineering; databases and data mining; hardware architectures, networks, and operating systems; innovation in software systems; signal processing and real-time systems; innovation in computer science education; computer security; digital governance and smart cities.

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