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Doctoral symposium on information and communication technologies : second Doctoral Symposium, DSICT 2022, Manta, Educador, October 12-14, 2022, proceedings / / Karina Abad and Santiago Berrezueta (editors)
| Doctoral symposium on information and communication technologies : second Doctoral Symposium, DSICT 2022, Manta, Educador, October 12-14, 2022, proceedings / / Karina Abad and Santiago Berrezueta (editors) |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (235 pages) |
| Disciplina | 004 |
| Collana | Communications in computer and information science |
| Soggetto topico |
Information technology
Telecommunication |
| ISBN | 3-031-18347-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Evaluating University Students' Information Literacy: An Approach from Task-Based Test Execution -- 1 Introduction -- 2 Methodology/Approach -- 3 Results -- 3.1 What is the Degree of Competence Students Have When Managing Information? -- 3.2 What is the Degree of Competence Students Have When Searching for and Locating Information? -- 3.3 Do Students Have the Skills Necessary to Evaluate or Distinguish One Source of Academic Information from Another? -- 3.4 What is the Degree of Competence Students Possess in Order to Manage a Significant Amount of Information? -- 3.5 What is the Degree of Competence Students Have in Order to Share the Knowledge They Produce, in an Appropriate Way? -- 4 Discussion and Conclusions -- References -- Teaching Digital Competence in Higher Education. A Comprehensive Scientific Mapping Analysis with Rstudio -- 1 Introduction -- 2 Method -- 3 Results -- 3.1 Scientific Production per Year -- 3.2 Related Scientific Production by Author, Affiliation, and Country -- 3.3 Data Sources -- 3.4 Authors -- 3.5 Collaboration Networks -- 3.6 Affiliation of Institutions -- 4 Discussion -- 5 Conclusions -- References -- Decision Making by Applying Z-Numbers -- 1 Introduction -- 2 Background Information -- 2.1 Essential Definitions -- 2.2 Z-Numbers -- 2.3 Decision-Making -- 3 Methodology -- 3.1 Build the Fuzzy Decision-Making Matrix -- 3.2 Convert Linguistic Value into Numerical Value -- 3.3 Normalize the Fuzzy Decision-Making Matrix -- 3.4 Convert the Z-Numbers to Crisp Number -- 3.5 The Weight of Alternatives -- 4 Illustrative Example -- 5 Discussion and Conclusions -- References -- Comparative Analysis of the Performance of Machine Learning Techniques Applied to Real and Synthetic Fraud-Oriented Datasets -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset Selection.
3.2 Generating Synthetic Data -- 3.3 Topic Modeling and Classification Methods Used in Real and Synthetic Datasets -- 4 Results -- 5 Conclusions -- References -- Academic Management in Higher Education 4.0 Facing the Challenges of Industry 4.0 -- 1 Introduction -- 2 Literature Review -- 2.1 The Arrival of the Fourth Industrial Revolution or Industry 4.0 -- 2.2 Education 4.0 -- 2.3 Higher Education 4.0 and Open Innovation -- 2.4 Academic Management 4.0 in Higher Education -- 3 Methodology -- 4 Results and Discussion -- 4.1 Component: Competencies -- 4.2 Component: Learning Methods -- 4.3 Component: Information and Communication Technologies -- 4.4 Component: Infrastructure -- 5 Conclusions -- References -- Linear Regression Analysis of Heart Rate While Learning the Soccer Technique of Driving. A Case Study -- 1 Introduction -- 2 Methods and Materials -- 2.1 Competitor -- 2.2 Type of Study -- 2.3 Procedure -- 3 Description and Development of the Application -- 4 Results -- 4.1 Based on Linear Regression Analysis -- 4.2 Based on the Heart Rate Data Obtained in the Training Sessions -- 4.3 Based on the Scenarios Established by Time -- 5 Discussion -- References -- Optimization Models Used in Water Allocation Problems in River Basin with Reservoirs: A Systematic Review -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 3.1 Research Questions -- 4 Conclusions -- References -- Factors that Limit the Achievement of Learning in Telemedicine of Health Professionals in Peru -- 1 Introduction -- 2 Methodology -- 2.1 Research Design and Population Under Study -- 2.2 Variables -- 2.3 Data Collection Procedure -- 2.4 Statistical Analysis -- 2.5 Ethical Considerations -- 3 Results -- 4 Discussion -- 5 Conclusions and Future Steps -- 5.1 Conclusions -- 5.2 Future Steps -- Appendix -- References. Multimodal Deep Learning for Crop Yield Prediction -- 1 Introduction -- 1.1 Theoretical Framework -- 1.2 Literature Review -- 2 Materials and Methods -- 2.1 Research Methodology -- 2.2 Research Question -- 2.3 Research Objectives -- 2.4 Justification -- 2.5 Experiments -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Augmented Reality for Real-Time Control of a Robotic Arm with IoT Connection -- 1 Introduction -- 2 State of the Art -- 3 Technological Framework -- 3.1 Hardware Used -- 3.2 Software Used -- 4 Implementation of the Proposed Solution -- 4.1 Hardware Architecture -- 4.2 Software Architecture -- 5 Operation of the System -- 6 Results -- 7 Conclusions -- References -- Development of an IoT-Based Precision Agriculture System for Strawberry Plantations in Guamote Ecuador -- 1 Introduction -- 2 Information and Communication Technologies Applied to Precision Agriculture -- 3 Development of Precision Agriculture System for Strawberry Plantations -- 3.1 Analyzed Parameters for Strawberry Plantations -- 3.2 PAS Requirements for Strawberry Plantations in Guamote Ecuador -- 3.3 Architecture of Precision Agriculture System Using IoT -- 3.4 Precision Agriculture Parameter Measurement IoT Node -- 3.5 Precision Agriculture Parameters Measurement Algorithm - Field IoT Node -- 3.6 Management Algorithm for Monitoring and Analysis of PAP - LoRa Gateway Concentrator Node -- 3.7 Management and Monitoring System -- 4 Analysis of Experimental Results -- 4.1 Measurement of Temperature, Humidity and CO2 -- 4.2 Optimization Alternatives for IoT-Based Precision Agricultural System -- 5 Conclusions -- References -- Cancer Detection Based on Electrical Properties of Tissues -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion and Conclusion -- References. Artificial Intelligence Applied to Video Game for Detection of Mild Cognitive Impairment -- 1 Introduction -- 1.1 Principal Contributions -- 1.2 Our Contribution -- 2 Methodology -- 2.1 Sampling Description -- 2.2 Strategies: Neurocity -- 2.3 Machine Learning Algorithms -- 3 Numerical Results -- 4 Conclusions -- References -- YouTube and Instagram Applied to e-Learning -- 1 Introduction -- 2 Literature Review -- 2.1 Teaching Resources -- 2.2 Social Media -- 3 Methodology -- 4 Findings/Results -- 4.1 Create Content for YouTube and Instagram -- 4.2 Motivation for Stream Content in YouTube e Instagram -- 4.3 Resource Use in the Classroom -- 4.4 YouTube e Instagram Use for Classes -- 4.5 Strengths When Using YouTube e Instagram in Classes -- 5 Discussion -- 6 Conclusion -- References -- Identifying the Political Tendency of Social Bots in Twitter Using Sentiment Analysis: A Use Case of the 2021 Ecuadorian General Elections -- 1 Introduction -- 2 Related Work -- 2.1 Sentiment Analysis -- 2.2 Bots Detection -- 3 Methodology -- 3.1 Data Collection -- 3.2 Data Pre-procesing -- 3.3 Sentiment Analysis -- 3.4 Bots Detection -- 4 Results and Discussion -- 4.1 Statistical Information -- 4.2 Word Cloud Analysis -- 4.3 Sentiment and Polarity Score -- 4.4 Bots Detection Results -- 5 Conclusion and Future Work -- References -- Implementation of a Lightweight CNN for American Sign Language Classification -- 1 Introduction -- 2 Related Works -- 2.1 Classification Techniques for Sign Language Recognition -- 2.2 Efficient Nets -- 2.3 Transfer Learning -- 3 Methodology -- 3.1 Dataset -- 3.2 NN Architecture -- 3.3 Base Model -- 3.4 System Design -- 3.5 Hyperparameter Tunning. -- 4 Results and Discussion -- 5 Conclusion and Future Works -- References -- Use and Product Quality of Brain-Computer Interface (BCI) Systems: A Systematic Literature Review -- 1 Introduction. 2 Related Work -- 3 The Systematic Literature Review -- 3.1 Planning the Review -- 3.2 Conducting the Review -- 3.3 Results of the Systematic Review -- 4 Conclusions and Future Work -- References -- Author Index. |
| Record Nr. | UNINA-9910624379603321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Doctoral symposium on information and communication technologies : second Doctoral Symposium, DSICT 2022, Manta, Educador, October 12-14, 2022, proceedings / / Karina Abad and Santiago Berrezueta (editors)
| Doctoral symposium on information and communication technologies : second Doctoral Symposium, DSICT 2022, Manta, Educador, October 12-14, 2022, proceedings / / Karina Abad and Santiago Berrezueta (editors) |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (235 pages) |
| Disciplina | 004 |
| Collana | Communications in computer and information science |
| Soggetto topico |
Information technology
Telecommunication |
| ISBN | 3-031-18347-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Evaluating University Students' Information Literacy: An Approach from Task-Based Test Execution -- 1 Introduction -- 2 Methodology/Approach -- 3 Results -- 3.1 What is the Degree of Competence Students Have When Managing Information? -- 3.2 What is the Degree of Competence Students Have When Searching for and Locating Information? -- 3.3 Do Students Have the Skills Necessary to Evaluate or Distinguish One Source of Academic Information from Another? -- 3.4 What is the Degree of Competence Students Possess in Order to Manage a Significant Amount of Information? -- 3.5 What is the Degree of Competence Students Have in Order to Share the Knowledge They Produce, in an Appropriate Way? -- 4 Discussion and Conclusions -- References -- Teaching Digital Competence in Higher Education. A Comprehensive Scientific Mapping Analysis with Rstudio -- 1 Introduction -- 2 Method -- 3 Results -- 3.1 Scientific Production per Year -- 3.2 Related Scientific Production by Author, Affiliation, and Country -- 3.3 Data Sources -- 3.4 Authors -- 3.5 Collaboration Networks -- 3.6 Affiliation of Institutions -- 4 Discussion -- 5 Conclusions -- References -- Decision Making by Applying Z-Numbers -- 1 Introduction -- 2 Background Information -- 2.1 Essential Definitions -- 2.2 Z-Numbers -- 2.3 Decision-Making -- 3 Methodology -- 3.1 Build the Fuzzy Decision-Making Matrix -- 3.2 Convert Linguistic Value into Numerical Value -- 3.3 Normalize the Fuzzy Decision-Making Matrix -- 3.4 Convert the Z-Numbers to Crisp Number -- 3.5 The Weight of Alternatives -- 4 Illustrative Example -- 5 Discussion and Conclusions -- References -- Comparative Analysis of the Performance of Machine Learning Techniques Applied to Real and Synthetic Fraud-Oriented Datasets -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset Selection.
3.2 Generating Synthetic Data -- 3.3 Topic Modeling and Classification Methods Used in Real and Synthetic Datasets -- 4 Results -- 5 Conclusions -- References -- Academic Management in Higher Education 4.0 Facing the Challenges of Industry 4.0 -- 1 Introduction -- 2 Literature Review -- 2.1 The Arrival of the Fourth Industrial Revolution or Industry 4.0 -- 2.2 Education 4.0 -- 2.3 Higher Education 4.0 and Open Innovation -- 2.4 Academic Management 4.0 in Higher Education -- 3 Methodology -- 4 Results and Discussion -- 4.1 Component: Competencies -- 4.2 Component: Learning Methods -- 4.3 Component: Information and Communication Technologies -- 4.4 Component: Infrastructure -- 5 Conclusions -- References -- Linear Regression Analysis of Heart Rate While Learning the Soccer Technique of Driving. A Case Study -- 1 Introduction -- 2 Methods and Materials -- 2.1 Competitor -- 2.2 Type of Study -- 2.3 Procedure -- 3 Description and Development of the Application -- 4 Results -- 4.1 Based on Linear Regression Analysis -- 4.2 Based on the Heart Rate Data Obtained in the Training Sessions -- 4.3 Based on the Scenarios Established by Time -- 5 Discussion -- References -- Optimization Models Used in Water Allocation Problems in River Basin with Reservoirs: A Systematic Review -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 3.1 Research Questions -- 4 Conclusions -- References -- Factors that Limit the Achievement of Learning in Telemedicine of Health Professionals in Peru -- 1 Introduction -- 2 Methodology -- 2.1 Research Design and Population Under Study -- 2.2 Variables -- 2.3 Data Collection Procedure -- 2.4 Statistical Analysis -- 2.5 Ethical Considerations -- 3 Results -- 4 Discussion -- 5 Conclusions and Future Steps -- 5.1 Conclusions -- 5.2 Future Steps -- Appendix -- References. Multimodal Deep Learning for Crop Yield Prediction -- 1 Introduction -- 1.1 Theoretical Framework -- 1.2 Literature Review -- 2 Materials and Methods -- 2.1 Research Methodology -- 2.2 Research Question -- 2.3 Research Objectives -- 2.4 Justification -- 2.5 Experiments -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Augmented Reality for Real-Time Control of a Robotic Arm with IoT Connection -- 1 Introduction -- 2 State of the Art -- 3 Technological Framework -- 3.1 Hardware Used -- 3.2 Software Used -- 4 Implementation of the Proposed Solution -- 4.1 Hardware Architecture -- 4.2 Software Architecture -- 5 Operation of the System -- 6 Results -- 7 Conclusions -- References -- Development of an IoT-Based Precision Agriculture System for Strawberry Plantations in Guamote Ecuador -- 1 Introduction -- 2 Information and Communication Technologies Applied to Precision Agriculture -- 3 Development of Precision Agriculture System for Strawberry Plantations -- 3.1 Analyzed Parameters for Strawberry Plantations -- 3.2 PAS Requirements for Strawberry Plantations in Guamote Ecuador -- 3.3 Architecture of Precision Agriculture System Using IoT -- 3.4 Precision Agriculture Parameter Measurement IoT Node -- 3.5 Precision Agriculture Parameters Measurement Algorithm - Field IoT Node -- 3.6 Management Algorithm for Monitoring and Analysis of PAP - LoRa Gateway Concentrator Node -- 3.7 Management and Monitoring System -- 4 Analysis of Experimental Results -- 4.1 Measurement of Temperature, Humidity and CO2 -- 4.2 Optimization Alternatives for IoT-Based Precision Agricultural System -- 5 Conclusions -- References -- Cancer Detection Based on Electrical Properties of Tissues -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion and Conclusion -- References. Artificial Intelligence Applied to Video Game for Detection of Mild Cognitive Impairment -- 1 Introduction -- 1.1 Principal Contributions -- 1.2 Our Contribution -- 2 Methodology -- 2.1 Sampling Description -- 2.2 Strategies: Neurocity -- 2.3 Machine Learning Algorithms -- 3 Numerical Results -- 4 Conclusions -- References -- YouTube and Instagram Applied to e-Learning -- 1 Introduction -- 2 Literature Review -- 2.1 Teaching Resources -- 2.2 Social Media -- 3 Methodology -- 4 Findings/Results -- 4.1 Create Content for YouTube and Instagram -- 4.2 Motivation for Stream Content in YouTube e Instagram -- 4.3 Resource Use in the Classroom -- 4.4 YouTube e Instagram Use for Classes -- 4.5 Strengths When Using YouTube e Instagram in Classes -- 5 Discussion -- 6 Conclusion -- References -- Identifying the Political Tendency of Social Bots in Twitter Using Sentiment Analysis: A Use Case of the 2021 Ecuadorian General Elections -- 1 Introduction -- 2 Related Work -- 2.1 Sentiment Analysis -- 2.2 Bots Detection -- 3 Methodology -- 3.1 Data Collection -- 3.2 Data Pre-procesing -- 3.3 Sentiment Analysis -- 3.4 Bots Detection -- 4 Results and Discussion -- 4.1 Statistical Information -- 4.2 Word Cloud Analysis -- 4.3 Sentiment and Polarity Score -- 4.4 Bots Detection Results -- 5 Conclusion and Future Work -- References -- Implementation of a Lightweight CNN for American Sign Language Classification -- 1 Introduction -- 2 Related Works -- 2.1 Classification Techniques for Sign Language Recognition -- 2.2 Efficient Nets -- 2.3 Transfer Learning -- 3 Methodology -- 3.1 Dataset -- 3.2 NN Architecture -- 3.3 Base Model -- 3.4 System Design -- 3.5 Hyperparameter Tunning. -- 4 Results and Discussion -- 5 Conclusion and Future Works -- References -- Use and Product Quality of Brain-Computer Interface (BCI) Systems: A Systematic Literature Review -- 1 Introduction. 2 Related Work -- 3 The Systematic Literature Review -- 3.1 Planning the Review -- 3.2 Conducting the Review -- 3.3 Results of the Systematic Review -- 4 Conclusions and Future Work -- References -- Author Index. |
| Record Nr. | UNISA-996495560403316 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Doctoral symposium on information and communication technologies - DSICT / / Santiago Berrezueta and Karina Abad, editors
| Doctoral symposium on information and communication technologies - DSICT / / Santiago Berrezueta and Karina Abad, editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (153 pages) |
| Disciplina | 004 |
| Collana | Lecture Notes in Electrical Engineering |
| Soggetto topico | Information technology |
| ISBN | 3-030-93718-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910522571703321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information and Communication Technologies [[electronic resource] ] : 11th Ecuadorian Conference, TICEC 2023, Cuenca, Ecuador, October 18–20, 2023, Proceedings / / edited by Jorge Maldonado-Mahauad, Jorge Herrera-Tapia, Jorge Luis Zambrano-Martínez, Santiago Berrezueta
| Information and Communication Technologies [[electronic resource] ] : 11th Ecuadorian Conference, TICEC 2023, Cuenca, Ecuador, October 18–20, 2023, Proceedings / / edited by Jorge Maldonado-Mahauad, Jorge Herrera-Tapia, Jorge Luis Zambrano-Martínez, Santiago Berrezueta |
| Autore | Maldonado-Mahauad Jorge |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (495 pages) |
| Disciplina | 004.6 |
| Altri autori (Persone) |
Herrera-TapiaJorge
Zambrano-MartínezJorge Luis BerrezuetaSantiago |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Computer networks
Data structures (Computer science) Information theory Software engineering Operating systems (Computers) Artificial intelligence Computers, Special purpose Computer Communication Networks Data Structures and Information Theory Software Engineering Operating Systems Artificial Intelligence Special Purpose and Application-Based Systems |
| ISBN | 3-031-45438-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data Science and Machine Learning: Uncovering the Effects of the Russia-Ukraine Conflict on Cryptocurrencies: A Data-driven Analysis with Clustering and Biplot Techniques -- Human Trafficking in Social Networks: A Review of Machine Learning Techniques -- Exploring the Performance of Deep Learning in High-Energy Physics -- Human actions recognition system based on Neural Networks -- Big Data Architecture for Air Pollution Spatial Visualization: Quito, Ecuador -- The Role of Twitter in Media Coverage during Humanitarian Crises. Data mining from International News Agencies -- Applied Metaheuristics in International Trading: A Systematic Review -- Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques -- Forecasting the Consumer Price Index of Ecuador using Classical and Advanced Time Series Models -- Forecasting PM2.5 concentrations in ambient air using a transformer based neural network -- Machine Learning Applied to the Analysis of Glacier Masses -- Profit vs Accuracy: Balancing the Impact on Users Introduced by Profit-Aware Recommender Systems -- Augmenting Data with DCGANs to Improve Skin Lesions Classification -- Unraveling the power of 4D residual blocks and transfer learning in violence detection -- ICTs and their Applications: Brainwaves communication system for people with reduced mobility and verbal impairment -- Advanced metrics to evaluate autistic children's attention and emotions from facial characteristics using a human-robot-game interface -- Performance analysis of You Only Look Once, RetinaNet, and Single Shot Detector applied to vehicle detection and counting -- Tumor kidney segmentation from CT images using residual U-net architecture -- Classification of Alzheimer disease’s Severity Using Support Vector Machine and Deep Feature Extraction of Convolutional Neural Networks: a Contrasting of Methodologies -- Creation of an alert device for early detection of epilepsy using an EEG signal power threshold -- Optimal location of the electric vehicle charging stands using multi-objective evolutionary algorithms: Cuenca city as a case study -- Detecting Parkinson’s Disease with Convolutional Neural Networks: Voice Analysis and Deep Learning -- Hyperparameter Tuning in a Dual Channel U-Net for Medical Image Segmentation -- Vitreous Hemorrhage Segmentation in Fundus Images by using an Efficient-UNet Network -- A non-invasive portable solution to estimate hemoglobin levels in the blood -- Mask R-CNN and YOLOv8 comparison to perform tomato maturity recognition task -- Software Development -- Development of a distributed hydrological model of continuous generation, in a GIS environment -- A Domain-Specific Language and Model-Based Engine for Implementing IoT Dash- board Web Applications -- Feasibility of using serious MIDI-AM videogames as resources in early childhood education -- Search and Visualization of Researcher Networks: Co-authorship in Ecuador -- Visualization Models Applied to Atmospheric Pollutants and Meteorological Variables: A Systematic Literature Review. |
| Record Nr. | UNISA-996558570703316 |
Maldonado-Mahauad Jorge
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Information and Communication Technologies : 11th Ecuadorian Conference, TICEC 2023, Cuenca, Ecuador, October 18–20, 2023, Proceedings / / edited by Jorge Maldonado-Mahauad, Jorge Herrera-Tapia, Jorge Luis Zambrano-Martínez, Santiago Berrezueta
| Information and Communication Technologies : 11th Ecuadorian Conference, TICEC 2023, Cuenca, Ecuador, October 18–20, 2023, Proceedings / / edited by Jorge Maldonado-Mahauad, Jorge Herrera-Tapia, Jorge Luis Zambrano-Martínez, Santiago Berrezueta |
| Autore | Maldonado-Mahauad Jorge |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (495 pages) |
| Disciplina | 004.6 |
| Altri autori (Persone) |
Herrera-TapiaJorge
Zambrano-MartínezJorge Luis BerrezuetaSantiago |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Computer networks
Data structures (Computer science) Information theory Software engineering Operating systems (Computers) Artificial intelligence Computers, Special purpose Computer Communication Networks Data Structures and Information Theory Software Engineering Operating Systems Artificial Intelligence Special Purpose and Application-Based Systems |
| ISBN |
9783031454387
3031454383 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data Science and Machine Learning: Uncovering the Effects of the Russia-Ukraine Conflict on Cryptocurrencies: A Data-driven Analysis with Clustering and Biplot Techniques -- Human Trafficking in Social Networks: A Review of Machine Learning Techniques -- Exploring the Performance of Deep Learning in High-Energy Physics -- Human actions recognition system based on Neural Networks -- Big Data Architecture for Air Pollution Spatial Visualization: Quito, Ecuador -- The Role of Twitter in Media Coverage during Humanitarian Crises. Data mining from International News Agencies -- Applied Metaheuristics in International Trading: A Systematic Review -- Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques -- Forecasting the Consumer Price Index of Ecuador using Classical and Advanced Time Series Models -- Forecasting PM2.5 concentrations in ambient air using a transformer based neural network -- Machine Learning Applied to the Analysis of Glacier Masses -- Profit vs Accuracy: Balancing the Impact on Users Introduced by Profit-Aware Recommender Systems -- Augmenting Data with DCGANs to Improve Skin Lesions Classification -- Unraveling the power of 4D residual blocks and transfer learning in violence detection -- ICTs and their Applications: Brainwaves communication system for people with reduced mobility and verbal impairment -- Advanced metrics to evaluate autistic children's attention and emotions from facial characteristics using a human-robot-game interface -- Performance analysis of You Only Look Once, RetinaNet, and Single Shot Detector applied to vehicle detection and counting -- Tumor kidney segmentation from CT images using residual U-net architecture -- Classification of Alzheimer disease’s Severity Using Support Vector Machine and Deep Feature Extraction of Convolutional Neural Networks: a Contrasting of Methodologies -- Creation of an alert device for early detection of epilepsy using an EEG signal power threshold -- Optimal location of the electric vehicle charging stands using multi-objective evolutionary algorithms: Cuenca city as a case study -- Detecting Parkinson’s Disease with Convolutional Neural Networks: Voice Analysis and Deep Learning -- Hyperparameter Tuning in a Dual Channel U-Net for Medical Image Segmentation -- Vitreous Hemorrhage Segmentation in Fundus Images by using an Efficient-UNet Network -- A non-invasive portable solution to estimate hemoglobin levels in the blood -- Mask R-CNN and YOLOv8 comparison to perform tomato maturity recognition task -- Software Development -- Development of a distributed hydrological model of continuous generation, in a GIS environment -- A Domain-Specific Language and Model-Based Engine for Implementing IoT Dash- board Web Applications -- Feasibility of using serious MIDI-AM videogames as resources in early childhood education -- Search and Visualization of Researcher Networks: Co-authorship in Ecuador -- Visualization Models Applied to Atmospheric Pollutants and Meteorological Variables: A Systematic Literature Review. |
| Record Nr. | UNINA-9910747596803321 |
|
Maldonado-Mahauad Jorge
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||