| TÃtulo : |
21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I |
| Tipo de documento: |
documento electrónico |
| Autores: |
Analide, Cesar, ; Novais, Paulo, ; Camacho, David, ; Yin, Hujun, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2020 |
| Número de páginas: |
XXV, 400 p. 133 ilustraciones, 92 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-62362-3 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Procesamiento de imágenes Visión Entornos informáticos IngenierÃa Informática y Redes Aplicaciones informáticas y de sistemas de información Inteligencia artificial Visión por computador Ordenador Red informática IngenierÃa Informática Procesami |
| Ãndice Dewey: |
6.312 |
| Resumen: |
Este conjunto de dos volúmenes de LNCS 12489 y 12490 constituye las actas de la 21.ª Conferencia Internacional sobre IngenierÃa de Datos Inteligentes y Aprendizaje Automatizado, IDEAL 2020, celebrada en Guimaraes, Portugal, en noviembre de 2020.* Los 93 artÃculos presentados fueron cuidadosamente revisados y seleccionado entre 134 presentaciones. Estos artÃculos proporcionaron una muestra oportuna de los últimos avances en ingenierÃa de datos y aprendizaje automático, desde metodologÃas, marcos y algoritmos hasta aplicaciones. Los temas centrales de IDEAL 2020 incluyen desafÃos de big data, aprendizaje automático, minerÃa de datos, recuperación y gestión de información, bioinformática/neuroinformática, modelos bioinspirados, agentes y sistemas inteligentes hÃbridos, aplicaciones de técnicas inteligentes en el mundo real e inteligencia artificial. *La conferencia se realizó de manera virtual debido a la pandemia de COVID-19. |
| Nota de contenido: |
Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net -- Evaluation of Machine Learning Algorithms for Automated Management of Wireless Links -- Imputation of Missing Boarding Stop Information in Smart Card Data with Machine Learning Methods -- HEAT: Hyperbolic Embedding of Attributed Networks -- Least Squares Approach for Multivariate Split Selection in Regression Trees -- A Framework for the Multi-modal Analysis of Novel Behavior in Business Processes -- A Novel Metaheuristic Approach for Loss Reduction and Voltage Profile Improvement in Power Distribution Networks based on Simultaneous Placement and Sizing of Distributed Generators and Shunt Capacitor Banks -- Simple Effective Methods for Decision-Level Fusion in Two-Stream Convolutional Neural Networks for Video Classification -- LSI Based Mechanism for Educational Videos Retrieval by Transcripts Processing -- Visualization of Numerical Association Rules by Hill Slopes -- Adaptation and Anxiety Assessment inUndergraduate Nursing Students -- Text Similarity between Concepts Extracted from Source Code and Documentation -- Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis -- An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients using Pairwise Relationship and Hierarchical Clustering -- Improving Adversarial Learning with Image Quality Measures for Image Deblurring -- On Random-Forest-Based Prediction Intervals.-A Machine Learning Approach to Forecast the Safest Period for Outdoor Sports.-One-Shot Only Real-Time Video Classification: A Case Study in Facial Emotion Recognition -- Integrating a Data Mining Engine into Recommender Systems -- Free-Floating Carsharing in SimFleet -- Fatigue Detection in Strength Exercises for Older People -- Trading Cryptocurrency with Deep Deterministic Policy Gradients -- TMSA: Participatory Sensing Based on Mobile Phones in Urban Spaces -- A Slimmer and Deeper Approach to Network Structures for Image Denoising and Dehazing -- PC-OPT: A SfM Point Cloud Denoising Algorithm -- GELAB and Hybrid Optimization Using Grammatical Evolution -- Distribution-wise Symbolic Aggregate approXimation (dwSAX) -- Intelligent Call Routing for Telecommunications Call-Centers.-Entropy Based Grey Wolf Optimizer -- Mapping a Clinical Case Description to an Argumentation Framework: a Preliminary Assessment -- Learning User Comfort and Well-being through Smart Devices -- A Deep Learning Approach to Forecast the Influent Flow in Wastewater Treatment Plants -- Automatic Multispectral Image Classification of Plant Virus from Leaf Samples -- Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I [documento electrónico] / Analide, Cesar, ; Novais, Paulo, ; Camacho, David, ; Yin, Hujun, . - 1 ed. . - [s.l.] : Springer, 2020 . - XXV, 400 p. 133 ilustraciones, 92 ilustraciones en color. ISBN : 978-3-030-62362-3 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Procesamiento de imágenes Visión Entornos informáticos IngenierÃa Informática y Redes Aplicaciones informáticas y de sistemas de información Inteligencia artificial Visión por computador Ordenador Red informática IngenierÃa Informática Procesami |
| Ãndice Dewey: |
6.312 |
| Resumen: |
Este conjunto de dos volúmenes de LNCS 12489 y 12490 constituye las actas de la 21.ª Conferencia Internacional sobre IngenierÃa de Datos Inteligentes y Aprendizaje Automatizado, IDEAL 2020, celebrada en Guimaraes, Portugal, en noviembre de 2020.* Los 93 artÃculos presentados fueron cuidadosamente revisados y seleccionado entre 134 presentaciones. Estos artÃculos proporcionaron una muestra oportuna de los últimos avances en ingenierÃa de datos y aprendizaje automático, desde metodologÃas, marcos y algoritmos hasta aplicaciones. Los temas centrales de IDEAL 2020 incluyen desafÃos de big data, aprendizaje automático, minerÃa de datos, recuperación y gestión de información, bioinformática/neuroinformática, modelos bioinspirados, agentes y sistemas inteligentes hÃbridos, aplicaciones de técnicas inteligentes en el mundo real e inteligencia artificial. *La conferencia se realizó de manera virtual debido a la pandemia de COVID-19. |
| Nota de contenido: |
Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net -- Evaluation of Machine Learning Algorithms for Automated Management of Wireless Links -- Imputation of Missing Boarding Stop Information in Smart Card Data with Machine Learning Methods -- HEAT: Hyperbolic Embedding of Attributed Networks -- Least Squares Approach for Multivariate Split Selection in Regression Trees -- A Framework for the Multi-modal Analysis of Novel Behavior in Business Processes -- A Novel Metaheuristic Approach for Loss Reduction and Voltage Profile Improvement in Power Distribution Networks based on Simultaneous Placement and Sizing of Distributed Generators and Shunt Capacitor Banks -- Simple Effective Methods for Decision-Level Fusion in Two-Stream Convolutional Neural Networks for Video Classification -- LSI Based Mechanism for Educational Videos Retrieval by Transcripts Processing -- Visualization of Numerical Association Rules by Hill Slopes -- Adaptation and Anxiety Assessment inUndergraduate Nursing Students -- Text Similarity between Concepts Extracted from Source Code and Documentation -- Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis -- An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients using Pairwise Relationship and Hierarchical Clustering -- Improving Adversarial Learning with Image Quality Measures for Image Deblurring -- On Random-Forest-Based Prediction Intervals.-A Machine Learning Approach to Forecast the Safest Period for Outdoor Sports.-One-Shot Only Real-Time Video Classification: A Case Study in Facial Emotion Recognition -- Integrating a Data Mining Engine into Recommender Systems -- Free-Floating Carsharing in SimFleet -- Fatigue Detection in Strength Exercises for Older People -- Trading Cryptocurrency with Deep Deterministic Policy Gradients -- TMSA: Participatory Sensing Based on Mobile Phones in Urban Spaces -- A Slimmer and Deeper Approach to Network Structures for Image Denoising and Dehazing -- PC-OPT: A SfM Point Cloud Denoising Algorithm -- GELAB and Hybrid Optimization Using Grammatical Evolution -- Distribution-wise Symbolic Aggregate approXimation (dwSAX) -- Intelligent Call Routing for Telecommunications Call-Centers.-Entropy Based Grey Wolf Optimizer -- Mapping a Clinical Case Description to an Argumentation Framework: a Preliminary Assessment -- Learning User Comfort and Well-being through Smart Devices -- A Deep Learning Approach to Forecast the Influent Flow in Wastewater Treatment Plants -- Automatic Multispectral Image Classification of Plant Virus from Leaf Samples -- Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
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21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I
