Autor Jearanaitanakij, Kietikul
|
|
Documentos disponibles escritos por este autor (2)
Hacer una sugerencia Refinar búsqueda12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23–26, 2020, Proceedings, Part I / Nguyen, Ngoc Thanh ; Jearanaitanakij, Kietikul ; Selamat, Ali ; Trawiński, Bogdan ; Chittayasothorn, Suphamit
Título : 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23–26, 2020, Proceedings, Part I Tipo de documento: documento electrónico Autores: Nguyen, Ngoc Thanh, ; Jearanaitanakij, Kietikul, ; Selamat, Ali, ; Trawiński, Bogdan, ; Chittayasothorn, Suphamit, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XLII, 652 p. 337 ilustraciones, 168 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-41964-6 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Red informática Inteligencia artificial Entornos informáticos Visión Inteligencia Computacional Ingeniería Informática y Redes Redes de comunicación informática Ordenador Visión por computador Ingeniería Informática Procesamiento de imágenes Índice Dewey: 006.3 Inteligencia artificial Resumen: El conjunto de dos volúmenes LNAI 12033 y 11034 constituye las actas arbitradas de la 12.ª Conferencia Asiática sobre Sistemas de Bases de Datos y Información Inteligentes, ACIIDS 2020, celebrada en Phuket, Tailandia, en marzo de 2020. El total de 105 artículos completos aceptados para su publicación en estas actas fueron cuidadosamente revisados y seleccionados entre 285 presentaciones. Los artículos del primer volumen están organizados en las siguientes secciones temáticas: Ingeniería del conocimiento y web semántica, procesamiento del lenguaje natural, sistemas de control y soporte de decisiones, técnicas de visión por computadora, aprendizaje automático y minería de datos, modelos de aprendizaje profundo, técnicas y aplicaciones avanzadas de minería de datos. , Enfoque de modelos múltiples para el aprendizaje automático. Los artículos del segundo volumen se dividen en estas secciones temáticas: Aplicación de métodos inteligentes a problemas restringidos, Razonamiento automatizado con aplicaciones en sistemas inteligentes, Tendencias actuales en inteligencia artificial, Optimización, aprendizaje y toma de decisiones en bioinformática y bioingeniería, Informática. Visión y Sistemas Inteligentes, Modelado y Procesamiento de Datos para la Industria 4.0, Aplicaciones Inteligentes de Internet de las Cosas y Análisis de DatosTecnologías, Sistemas Inteligentes y Contextuales, Sistemas y Algoritmos Inteligentes en Ciencias de la Información, Cadenas de Suministro Inteligentes y Comercio Electrónico, Privacidad, Seguridad y Confianza en Inteligencia artificial, análisis interactivo de imágenes, vídeos y datos de movimiento en ciencias biológicas. Nota de contenido: Knowledge Engineering and Semantic Web -- Toward Blockchain-Assisted Gami ed Crowdsourcing for Knowledge Refinement -- Predicting research collaboration trends based on the similarity of publications and relationship of scientists -- Assessing the in uence of con ict pro le properties on the quality of consensus -- OWL RL to Framework for Ontological Knowledge Integration preliminary transformation -- Natural Language Processing -- Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding -- A Comparative Study of Pretrained Language Models on Thai Social Text Categorization -- Comparative Analysis of Deep Learning Models for Myanmar Text Classification -- Open Information Extraction as Additional Source for Kazakh Ontology Generation -- Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words For Predicting Medical Codes -- Dyslexic Frequency Signatures in Relaxation and Letter Writing -- Decision Support and Control Systems -- A trading framework based on fuzzy Moore machines -- Fuzzy cation of repeatable trust game -- Online Auction and Optimal Stopping Game with Imperfect Observation -- Metaheuristics for Discovering Favourable Continuous Intravenous Insulin Rate Protocols from Historical Patient Data -- Continuous-Time Approach to Discrete-Time PID Control for UPS Inverters - a case study -- On stabilizability of discrete time systems with delay in control -- A Simple yet E cient MCSes Enumeration with SAT Oracles -- Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System -- Image Representation for Cognitive Systems using SOEKS and DDNA: A case study for PPE compliance -- Harmony Search Algorithm with Dynamic Adjustment of PAR Values for Asymmetric Traveling Salesman Problem -- Graph-based Optimization of Public Lighting Retro -- Solving the Unrelated Parallel Machine Scheduling Problem with Setups Using Late Acceptance Hill Climbing -- Computer Vision Techniques -- Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches -- 3D Model-Based 6D Object Pose Tracking on RGB Images -- Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks -- GOHAG: GANs Orchestration for Human Actions Generation -- Machine Learning and Data Mining -- Improved Finger-vein Classification Using Granular Support Vector Machine -- Mining Non-redundant Periodic Frequent Patterns -- On Robustness of Adaptive Random Forest Classifier on Biomedical Data Stream -- Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers -- Confidence in prediction: an approach for dynamic weighted ensemble -- Towards personalized radio-chemotherapy (learning from clinical data vs. model optimization -- Inference Ability Assessment of Modi ed Differential Neural Computer -- Simple Quantum Circuits for Data Classifification -- A DCA based algorithm for Feature Selection in Model-Based Clustering -- PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks -- Deep Learning Models -- Dynamic Prototype Selection by Fusing Attention Mechanism for Few Shot Relation Classification -- An Enhanced CNN Model on Temporal Educational Data for Program-level Student Classification -- Ensemble of Multi-channel CNNs for Multi-Class Time-Series Classfication. Depth-Based Human Activity Recognition -- Post-training quantization methods for deep learning models -- Semi-supervised representation learning for 3D Point Clouds -- Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference -- Comparison of aggregation functions for 3D Point Clouds classification -- Benign and Malignant Skin Lesion Classifi cation Comparison for Three Deep-Learning Architectures -- Advanced Data Mining Techniques and Applications -- Automatic Parameter Setting in Hough Circle Transform -- Construction of an Intelligent Tennis Coach based on Kinect and a Sensor-based Tennis Racket -- Data Pre-Processing based on Convolutional Neural Network for Improving Precision of Indoor Positioning -- E cient Approaches for Updating Sequential Patterns -- Improving Accuracy of Peacock Identi cation in Deep Learning Model using Gaussian Mixture Model and Speeded Up Robust Features -- A Lifelong Sentiment Classifi cation Framework based on a Close Domain Lifelong Topic Modeling Method -- Multiple Model Approach to Machine Learning -- Data preprocessing for DES-KNN and its application to imbalanced medical data classification -- Novel approach to Gentle AdaBoost Algorithm with Linear Weak Classfiers -- Automatic Natural Image Colorization -- Remote Usability Testing of Data Input Methods for Web Applications -- Machine Learning Models For Real Estate Appraisal Constructed Using Spline Trend Functions -- Application of Intelligent Methods to Constrained Problems Configuration of employee competences in IT projects. En línea: 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 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23–26, 2020, Proceedings, Part I [documento electrónico] / Nguyen, Ngoc Thanh, ; Jearanaitanakij, Kietikul, ; Selamat, Ali, ; Trawiński, Bogdan, ; Chittayasothorn, Suphamit, . - 1 ed. . - [s.l.] : Springer, 2020 . - XLII, 652 p. 337 ilustraciones, 168 ilustraciones en color.
ISBN : 978-3-030-41964-6
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Red informática Inteligencia artificial Entornos informáticos Visión Inteligencia Computacional Ingeniería Informática y Redes Redes de comunicación informática Ordenador Visión por computador Ingeniería Informática Procesamiento de imágenes Índice Dewey: 006.3 Inteligencia artificial Resumen: El conjunto de dos volúmenes LNAI 12033 y 11034 constituye las actas arbitradas de la 12.ª Conferencia Asiática sobre Sistemas de Bases de Datos y Información Inteligentes, ACIIDS 2020, celebrada en Phuket, Tailandia, en marzo de 2020. El total de 105 artículos completos aceptados para su publicación en estas actas fueron cuidadosamente revisados y seleccionados entre 285 presentaciones. Los artículos del primer volumen están organizados en las siguientes secciones temáticas: Ingeniería del conocimiento y web semántica, procesamiento del lenguaje natural, sistemas de control y soporte de decisiones, técnicas de visión por computadora, aprendizaje automático y minería de datos, modelos de aprendizaje profundo, técnicas y aplicaciones avanzadas de minería de datos. , Enfoque de modelos múltiples para el aprendizaje automático. Los artículos del segundo volumen se dividen en estas secciones temáticas: Aplicación de métodos inteligentes a problemas restringidos, Razonamiento automatizado con aplicaciones en sistemas inteligentes, Tendencias actuales en inteligencia artificial, Optimización, aprendizaje y toma de decisiones en bioinformática y bioingeniería, Informática. Visión y Sistemas Inteligentes, Modelado y Procesamiento de Datos para la Industria 4.0, Aplicaciones Inteligentes de Internet de las Cosas y Análisis de DatosTecnologías, Sistemas Inteligentes y Contextuales, Sistemas y Algoritmos Inteligentes en Ciencias de la Información, Cadenas de Suministro Inteligentes y Comercio Electrónico, Privacidad, Seguridad y Confianza en Inteligencia artificial, análisis interactivo de imágenes, vídeos y datos de movimiento en ciencias biológicas. Nota de contenido: Knowledge Engineering and Semantic Web -- Toward Blockchain-Assisted Gami ed Crowdsourcing for Knowledge Refinement -- Predicting research collaboration trends based on the similarity of publications and relationship of scientists -- Assessing the in uence of con ict pro le properties on the quality of consensus -- OWL RL to Framework for Ontological Knowledge Integration preliminary transformation -- Natural Language Processing -- Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding -- A Comparative Study of Pretrained Language Models on Thai Social Text Categorization -- Comparative Analysis of Deep Learning Models for Myanmar Text Classification -- Open Information Extraction as Additional Source for Kazakh Ontology Generation -- Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words For Predicting Medical Codes -- Dyslexic Frequency Signatures in Relaxation and Letter Writing -- Decision Support and Control Systems -- A trading framework based on fuzzy Moore machines -- Fuzzy cation of repeatable trust game -- Online Auction and Optimal Stopping Game with Imperfect Observation -- Metaheuristics for Discovering Favourable Continuous Intravenous Insulin Rate Protocols from Historical Patient Data -- Continuous-Time Approach to Discrete-Time PID Control for UPS Inverters - a case study -- On stabilizability of discrete time systems with delay in control -- A Simple yet E cient MCSes Enumeration with SAT Oracles -- Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System -- Image Representation for Cognitive Systems using SOEKS and DDNA: A case study for PPE compliance -- Harmony Search Algorithm with Dynamic Adjustment of PAR Values for Asymmetric Traveling Salesman Problem -- Graph-based Optimization of Public Lighting Retro -- Solving the Unrelated Parallel Machine Scheduling Problem with Setups Using Late Acceptance Hill Climbing -- Computer Vision Techniques -- Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches -- 3D Model-Based 6D Object Pose Tracking on RGB Images -- Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks -- GOHAG: GANs Orchestration for Human Actions Generation -- Machine Learning and Data Mining -- Improved Finger-vein Classification Using Granular Support Vector Machine -- Mining Non-redundant Periodic Frequent Patterns -- On Robustness of Adaptive Random Forest Classifier on Biomedical Data Stream -- Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers -- Confidence in prediction: an approach for dynamic weighted ensemble -- Towards personalized radio-chemotherapy (learning from clinical data vs. model optimization -- Inference Ability Assessment of Modi ed Differential Neural Computer -- Simple Quantum Circuits for Data Classifification -- A DCA based algorithm for Feature Selection in Model-Based Clustering -- PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks -- Deep Learning Models -- Dynamic Prototype Selection by Fusing Attention Mechanism for Few Shot Relation Classification -- An Enhanced CNN Model on Temporal Educational Data for Program-level Student Classification -- Ensemble of Multi-channel CNNs for Multi-Class Time-Series Classfication. Depth-Based Human Activity Recognition -- Post-training quantization methods for deep learning models -- Semi-supervised representation learning for 3D Point Clouds -- Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference -- Comparison of aggregation functions for 3D Point Clouds classification -- Benign and Malignant Skin Lesion Classifi cation Comparison for Three Deep-Learning Architectures -- Advanced Data Mining Techniques and Applications -- Automatic Parameter Setting in Hough Circle Transform -- Construction of an Intelligent Tennis Coach based on Kinect and a Sensor-based Tennis Racket -- Data Pre-Processing based on Convolutional Neural Network for Improving Precision of Indoor Positioning -- E cient Approaches for Updating Sequential Patterns -- Improving Accuracy of Peacock Identi cation in Deep Learning Model using Gaussian Mixture Model and Speeded Up Robust Features -- A Lifelong Sentiment Classifi cation Framework based on a Close Domain Lifelong Topic Modeling Method -- Multiple Model Approach to Machine Learning -- Data preprocessing for DES-KNN and its application to imbalanced medical data classification -- Novel approach to Gentle AdaBoost Algorithm with Linear Weak Classfiers -- Automatic Natural Image Colorization -- Remote Usability Testing of Data Input Methods for Web Applications -- Machine Learning Models For Real Estate Appraisal Constructed Using Spline Trend Functions -- Application of Intelligent Methods to Constrained Problems Configuration of employee competences in IT projects. En línea: 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
Título : 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23–26, 2020, Proceedings, Part II Tipo de documento: documento electrónico Autores: Nguyen, Ngoc Thanh, ; Jearanaitanakij, Kietikul, ; Selamat, Ali, ; Trawiński, Bogdan, ; Chittayasothorn, Suphamit, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XLII, 606 p. 261 ilustraciones, 150 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-42058-1 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Visión Inteligencia Computacional Ingeniería Informática y Redes Redes de comunicación informática Inteligencia artificial Visión por computador Procesamiento de imágenes Ingeniería Informática Red informática Índice Dewey: 006.3 Inteligencia artificial Resumen: El conjunto de dos volúmenes LNAI 12033 y 11034 constituye las actas arbitradas de la 12.ª Conferencia Asiática sobre Sistemas de Bases de Datos y Información Inteligentes, ACIIDS 2020, celebrada en Phuket, Tailandia, en marzo de 2020. El total de 105 artículos completos aceptados para su publicación en estas actas fueron cuidadosamente revisados y seleccionados entre 285 presentaciones. Los artículos del primer volumen están organizados en las siguientes secciones temáticas: Ingeniería del conocimiento y web semántica, procesamiento del lenguaje natural, sistemas de control y soporte de decisiones, técnicas de visión por computadora, aprendizaje automático y minería de datos, modelos de aprendizaje profundo, técnicas y aplicaciones avanzadas de minería de datos. , Enfoque de modelos múltiples para el aprendizaje automático. Los artículos del segundo volumen se dividen en estas secciones temáticas: Aplicación de métodos inteligentes a problemas restringidos, Razonamiento automatizado con aplicaciones en sistemas inteligentes, Tendencias actuales en inteligencia artificial, Optimización, aprendizaje y toma de decisiones en bioinformática y bioingeniería, Informática. Visión y Sistemas Inteligentes, Modelado y Procesamiento de Datos para la Industria 4.0, Aplicaciones Inteligentes de Internet de las Cosas y Análisis de DatosTecnologías, Sistemas Inteligentes y Contextuales, Sistemas y Algoritmos Inteligentes en Ciencias de la Información, Cadenas de Suministro Inteligentes y Comercio Electrónico, Privacidad, Seguridad y Confianza en Inteligencia artificial, análisis interactivo de imágenes, vídeos y datos de movimiento en ciencias biológicas. Nota de contenido: Knowledge Engineering and Semantic Web -- Toward Blockchain-Assisted Gami ed Crowdsourcing for Knowledge Refinement -- Predicting research collaboration trends based on the similarity of publications and relationship of scientists -- Assessing the in uence of con ict pro le properties on the quality of consensus -- OWL RL to Framework for Ontological Knowledge Integration preliminary transformation -- Natural Language Processing -- Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding -- A Comparative Study of Pretrained Language Models on Thai Social Text Categorization -- Comparative Analysis of Deep Learning Models for Myanmar Text Classification -- Open Information Extraction as Additional Source for Kazakh Ontology Generation -- Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words For Predicting Medical Codes -- Dyslexic Frequency Signatures in Relaxation and Letter Writing -- Decision Support and Control Systems -- A trading framework based on fuzzy Moore machines -- Fuzzy cation of repeatable trust game -- Online Auction and Optimal Stopping Game with Imperfect Observation -- Metaheuristics for Discovering Favourable Continuous Intravenous Insulin Rate Protocols from Historical Patient Data -- Continuous-Time Approach to Discrete-Time PID Control for UPS Inverters - a case study -- On stabilizability of discrete time systems with delay in control -- A Simple yet E cient MCSes Enumeration with SAT Oracles -- Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System -- Image Representation for Cognitive Systems using SOEKS and DDNA: A case study for PPE compliance -- Harmony Search Algorithm with Dynamic Adjustment of PAR Values for Asymmetric Traveling Salesman Problem -- Graph-based Optimization of Public Lighting Retro -- Solving the Unrelated Parallel Machine Scheduling Problem with Setups Using Late Acceptance Hill Climbing -- Computer Vision Techniques -- Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches -- 3D Model-Based 6D Object Pose Tracking on RGB Images -- Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks -- GOHAG: GANs Orchestration for Human Actions Generation -- Machine Learning and Data Mining -- Improved Finger-vein Classification Using Granular Support Vector Machine -- Mining Non-redundant Periodic Frequent Patterns -- On Robustness of Adaptive Random Forest Classifier on Biomedical Data Stream -- Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers -- Confidence in prediction: an approach for dynamic weighted ensemble -- Towards personalized radio-chemotherapy (learning from clinical data vs. model optimization -- Inference Ability Assessment of Modi ed Differential Neural Computer -- Simple Quantum Circuits for Data Classifification -- A DCA based algorithm for Feature Selection in Model-Based Clustering -- PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks -- Deep Learning Models -- Dynamic Prototype Selection by Fusing Attention Mechanism for Few Shot Relation Classification -- An Enhanced CNN Model on Temporal Educational Data for Program-level Student Classification -- Ensemble of Multi-channel CNNs for Multi-Class Time-Series Classfication. Depth-Based Human Activity Recognition -- Post-training quantization methods for deep learning models -- Semi-supervised representation learning for 3D Point Clouds -- Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference -- Comparison of aggregation functions for 3D Point Clouds classification -- Benign and Malignant Skin Lesion Classifi cation Comparison for Three Deep-Learning Architectures -- Advanced Data Mining Techniques and Applications -- Automatic Parameter Setting in Hough Circle Transform -- Construction of an Intelligent Tennis Coach based on Kinect and a Sensor-based Tennis Racket -- Data Pre-Processing based on Convolutional Neural Network for Improving Precision of Indoor Positioning -- E cient Approaches for Updating Sequential Patterns -- Improving Accuracy of Peacock Identi cation in Deep Learning Model using Gaussian Mixture Model and Speeded Up Robust Features -- A Lifelong Sentiment Classifi cation Framework based on a Close Domain Lifelong Topic Modeling Method -- Multiple Model Approach to Machine Learning -- Data preprocessing for DES-KNN and its application to imbalanced medical data classification -- Novel approach to Gentle AdaBoost Algorithm with Linear Weak Classfiers -- Automatic Natural Image Colorization -- Remote Usability Testing of Data Input Methods for Web Applications -- Machine Learning Models For Real Estate Appraisal Constructed Using Spline Trend Functions -- Application of Intelligent Methods to Constrained Problems Configuration of employee competences in IT projects. . En línea: 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 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23–26, 2020, Proceedings, Part II [documento electrónico] / Nguyen, Ngoc Thanh, ; Jearanaitanakij, Kietikul, ; Selamat, Ali, ; Trawiński, Bogdan, ; Chittayasothorn, Suphamit, . - 1 ed. . - [s.l.] : Springer, 2020 . - XLII, 606 p. 261 ilustraciones, 150 ilustraciones en color.
ISBN : 978-3-030-42058-1
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Visión Inteligencia Computacional Ingeniería Informática y Redes Redes de comunicación informática Inteligencia artificial Visión por computador Procesamiento de imágenes Ingeniería Informática Red informática Índice Dewey: 006.3 Inteligencia artificial Resumen: El conjunto de dos volúmenes LNAI 12033 y 11034 constituye las actas arbitradas de la 12.ª Conferencia Asiática sobre Sistemas de Bases de Datos y Información Inteligentes, ACIIDS 2020, celebrada en Phuket, Tailandia, en marzo de 2020. El total de 105 artículos completos aceptados para su publicación en estas actas fueron cuidadosamente revisados y seleccionados entre 285 presentaciones. Los artículos del primer volumen están organizados en las siguientes secciones temáticas: Ingeniería del conocimiento y web semántica, procesamiento del lenguaje natural, sistemas de control y soporte de decisiones, técnicas de visión por computadora, aprendizaje automático y minería de datos, modelos de aprendizaje profundo, técnicas y aplicaciones avanzadas de minería de datos. , Enfoque de modelos múltiples para el aprendizaje automático. Los artículos del segundo volumen se dividen en estas secciones temáticas: Aplicación de métodos inteligentes a problemas restringidos, Razonamiento automatizado con aplicaciones en sistemas inteligentes, Tendencias actuales en inteligencia artificial, Optimización, aprendizaje y toma de decisiones en bioinformática y bioingeniería, Informática. Visión y Sistemas Inteligentes, Modelado y Procesamiento de Datos para la Industria 4.0, Aplicaciones Inteligentes de Internet de las Cosas y Análisis de DatosTecnologías, Sistemas Inteligentes y Contextuales, Sistemas y Algoritmos Inteligentes en Ciencias de la Información, Cadenas de Suministro Inteligentes y Comercio Electrónico, Privacidad, Seguridad y Confianza en Inteligencia artificial, análisis interactivo de imágenes, vídeos y datos de movimiento en ciencias biológicas. Nota de contenido: Knowledge Engineering and Semantic Web -- Toward Blockchain-Assisted Gami ed Crowdsourcing for Knowledge Refinement -- Predicting research collaboration trends based on the similarity of publications and relationship of scientists -- Assessing the in uence of con ict pro le properties on the quality of consensus -- OWL RL to Framework for Ontological Knowledge Integration preliminary transformation -- Natural Language Processing -- Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding -- A Comparative Study of Pretrained Language Models on Thai Social Text Categorization -- Comparative Analysis of Deep Learning Models for Myanmar Text Classification -- Open Information Extraction as Additional Source for Kazakh Ontology Generation -- Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words For Predicting Medical Codes -- Dyslexic Frequency Signatures in Relaxation and Letter Writing -- Decision Support and Control Systems -- A trading framework based on fuzzy Moore machines -- Fuzzy cation of repeatable trust game -- Online Auction and Optimal Stopping Game with Imperfect Observation -- Metaheuristics for Discovering Favourable Continuous Intravenous Insulin Rate Protocols from Historical Patient Data -- Continuous-Time Approach to Discrete-Time PID Control for UPS Inverters - a case study -- On stabilizability of discrete time systems with delay in control -- A Simple yet E cient MCSes Enumeration with SAT Oracles -- Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System -- Image Representation for Cognitive Systems using SOEKS and DDNA: A case study for PPE compliance -- Harmony Search Algorithm with Dynamic Adjustment of PAR Values for Asymmetric Traveling Salesman Problem -- Graph-based Optimization of Public Lighting Retro -- Solving the Unrelated Parallel Machine Scheduling Problem with Setups Using Late Acceptance Hill Climbing -- Computer Vision Techniques -- Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches -- 3D Model-Based 6D Object Pose Tracking on RGB Images -- Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks -- GOHAG: GANs Orchestration for Human Actions Generation -- Machine Learning and Data Mining -- Improved Finger-vein Classification Using Granular Support Vector Machine -- Mining Non-redundant Periodic Frequent Patterns -- On Robustness of Adaptive Random Forest Classifier on Biomedical Data Stream -- Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers -- Confidence in prediction: an approach for dynamic weighted ensemble -- Towards personalized radio-chemotherapy (learning from clinical data vs. model optimization -- Inference Ability Assessment of Modi ed Differential Neural Computer -- Simple Quantum Circuits for Data Classifification -- A DCA based algorithm for Feature Selection in Model-Based Clustering -- PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks -- Deep Learning Models -- Dynamic Prototype Selection by Fusing Attention Mechanism for Few Shot Relation Classification -- An Enhanced CNN Model on Temporal Educational Data for Program-level Student Classification -- Ensemble of Multi-channel CNNs for Multi-Class Time-Series Classfication. Depth-Based Human Activity Recognition -- Post-training quantization methods for deep learning models -- Semi-supervised representation learning for 3D Point Clouds -- Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference -- Comparison of aggregation functions for 3D Point Clouds classification -- Benign and Malignant Skin Lesion Classifi cation Comparison for Three Deep-Learning Architectures -- Advanced Data Mining Techniques and Applications -- Automatic Parameter Setting in Hough Circle Transform -- Construction of an Intelligent Tennis Coach based on Kinect and a Sensor-based Tennis Racket -- Data Pre-Processing based on Convolutional Neural Network for Improving Precision of Indoor Positioning -- E cient Approaches for Updating Sequential Patterns -- Improving Accuracy of Peacock Identi cation in Deep Learning Model using Gaussian Mixture Model and Speeded Up Robust Features -- A Lifelong Sentiment Classifi cation Framework based on a Close Domain Lifelong Topic Modeling Method -- Multiple Model Approach to Machine Learning -- Data preprocessing for DES-KNN and its application to imbalanced medical data classification -- Novel approach to Gentle AdaBoost Algorithm with Linear Weak Classfiers -- Automatic Natural Image Colorization -- Remote Usability Testing of Data Input Methods for Web Applications -- Machine Learning Models For Real Estate Appraisal Constructed Using Spline Trend Functions -- Application of Intelligent Methods to Constrained Problems Configuration of employee competences in IT projects. . En línea: 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
