Autor Trawiński, Bogdan
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Documentos disponibles escritos por este autor (17)
Hacer una sugerencia Refinar búsqueda11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8–11, 2019, Proceedings, Part I / Nguyen, Ngoc Thanh ; Gaol, Ford Lumban ; Hong, Tzung-Pei ; Trawiński, Bogdan
Título : 11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8–11, 2019, Proceedings, Part I Tipo de documento: documento electrónico Autores: Nguyen, Ngoc Thanh, ; Gaol, Ford Lumban, ; Hong, Tzung-Pei, ; Trawiński, Bogdan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XXXIX, 754 p. 355 ilustraciones, 183 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-14799-0 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 por computador Aplicaciones informáticas y de sistemas de información Inteligencia artificial Application software Procesamiento de datos Minería de datos y descubrimiento de conocimientos Índice Dewey: 006.3 Inteligencia artificial Resumen: El conjunto de dos volúmenes LNAI 11431 y 11432 constituye las actas arbitradas de la 11.ª Conferencia asiática sobre sistemas inteligentes de información y bases de datos, ACIIDS 2019, celebrada en Yogyakarta, Indonesia, en abril de 2019. El total de 124 artículos completos aceptados para su publicación en estas actas fueron revisados cuidadosamente y seleccionados de 309 presentaciones. Los artículos del primer volumen están organizados en las siguientes secciones temáticas: ingeniería del conocimiento y web semántica; procesamiento de texto y recuperación de información; aprendizaje automático y minería de datos; sistemas de control y soporte de decisiones; técnicas de visión artificial; y bases de datos y sistemas de información inteligentes. Los artículos del segundo volumen se dividen en estas secciones temáticas: inteligencia colectiva para la innovación de servicios, gestión de tecnología, aprendizaje electrónico y sistemas inteligentes difusos; modelado de estructuras de datos para la representación del conocimiento; técnicas y aplicaciones avanzadas de minería de datos; sistemas de información inteligentes; métodos inteligentes e inteligencia artificial para sistemas de soporte de decisiones biomédicas; sistemas inteligentes y contextuales; sistemas inteligentes y algoritmos en ciencias de la información; cadenas de suministro inteligentes y comercio electrónico; redes de sensores e Internet de las cosas; análisis de imágenes, vídeos, movimientos e inteligencia cerebral en las ciencias de la vida; y visión artificial y sistemas inteligentes. Nota de contenido: Knowledge Engineering and Semantic Web -- Algorithms for Merging Probabilistic Knowledge Bases -- A Formal Framework for the Ontology Evolution -- Logical Problem Solving Framework -- Term Rewriting That Preserves Models in KR-Logic -- Towards Knowledge Formalization and Sharing in a Cognitive Vison Platform for Hazard Control (CVP-HC) -- Assessing Individuals Learning's Impairments from a Social Entropic Perspective -- Text Processing and Information Retrieval -- Robust Web Data Extraction based on Unsupervised Visual Validation -- A Character-level Deep Lifelong Learning Model for Named Entity Recognition in Vietnamese Text -- Identification of Conclusive Association Entities by Biomedical Association Mining -- A Data Preprocessing Method to Classify and Summarize Aspect-Based Opinions using Deep Learning -- Word Mover's Distance for Agglomerative Short Text Clustering -- Improving Semantic Relation Extraction System with Compositional Dependency Unit on Enriched Shortest Dependency Path -- An Adversarial Learning and Canonical Correlation Analysis based Cross-Modal Retrieval Model -- Event Prediction Based on Causality Reasoning -- A method for detecting and analyzing the sentiment of tweets containing conditional sentences -- Aggregating Web Search Results -- Cross-Lingual Korean Speech-to-Text Summarization -- On Some Approach to Evaluation in Personalized Document Retrieval Systems -- Machine Learning and Data Mining -- A Class-Cluster k-Nearest Neighbors Method for Temporal In-Trouble Student Identification -- Multidimensional Permutation Entropy for Constrained Motif Discovery -- A LSTM Approach for Sales Forecasting of Goods with Short-term Demands in E-Commerce -- Detection of Rare Elements in Investigation of Medical Problems -- Cardiac murmur effects on automatic segmentation of ECG signals for biometric identification: Preliminary study -- An Approach to Estimation of Residential Housing Type Based on the Analysis of Parked Cars -- Household Electric LoadPattern Consumption Enhanced Simulation by Random Behavior -- Anomaly Detection Procedures in a Real World Dataset by Using Deep-Learning Approaches -- Developing a General Video Game AI Controller Based on an Evolutionary Approach -- Separable data aggregation by layers of binary classifiers -- Adaptation and recovery stages for case-based reasoning systems using Bayesian estimation and Density estimation with Nearest Neighbors -- Feature extraction analysis for emotion recognition from ICEEMD of multimodal physiological signals -- Using Fourier series to improve the prediction accuracy of Nonlinear Grey Bernoulli Model -- Learning Hierarchical Weather Data Representation for Short-term Weather Forecasting using Autoencoder and LSTM -- Logo and Brand Recognition from Imbalanced Dataset using MiniGoogLenet and MiniVGGnet Models -- Decision Support and Control Systems -- Selected problems of controllability of semilinear fractional systems-a Survey -- A data-driven approach to modeling andsolving academic teachers' competences configuration problem -- PID Regulatory Control Design for a Double Tank System Based on Time-Scale Separation -- Towards Formal, Graph-based Spatial Data Processing: The Case of Lighting Segments for Pedestrian Crossings -- Multi-Agent Support For Street Lighting Modernization Planning -- An application a two-level determination consensus method in a multi-agent financial decisions support system -- Implementing Smart Virtual Product Development (SVPD) to Support Product Manufacturing -- PID Tuning with Neural Networks -- Repeatable trust game { preliminary experimental results -- Modeling of uncertainty with Petri nets -- A Collaborative Approach Based on DCA and VNS for Solving Mixed Binary Linear Programs -- Adoption of Cloud Business Intelligence in Indonesia's Financial Services Sector -- Stakeholder impact on the success and risk of failure of ICT projects in Poland -- Analysis of the Influence of ICT and Public Recognition on University Credibility.-Quantum Game-Based Recommender Systems for Disruptive Innovations -- Computer Vision Techniques -- Matching Topological Structures for Handwritten Character Recognition -- Enhancing the Resolution of Satellite Images Using the Best Matching Image Fragment -- Multi-scale Autoencoders in Autoencoder for Semantic Image Segmentation -- Simultaneous Localization and Segmentation of Fish Objects using Multi-Task CNN and Dense CRF -- Violent Crowd Flow Detection Using Deep Learning -- Drowsiness Detection in Drivers through Real-time Image Processing of the Human Eye -- Software Techniques to Reduce Cybersickness among Users of Immersive Virtual Reality Environments -- Semi-supervised learning with Bidirectional GANs -- Sharp Images Detection for Microscope Pollen Slides Observation -- Databases and Intelligent Information Systems -- Slowly Changing Dimension Handling in Data Warehouses using Temporal Database Features -- Tackling Complex Queries to Relational Databases -- Approximate Outputsof Accelerated Turing Machines Closest to Their Halting Point -- Development of Seawater Temperature Announcement System for Improving Productivity of Fishery Industry -- TB5 tool for tracking personality traits -- Comparative Analysis of Usability of Data Entry Design Patterns for Mobile Applications. 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 11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8–11, 2019, Proceedings, Part I [documento electrónico] / Nguyen, Ngoc Thanh, ; Gaol, Ford Lumban, ; Hong, Tzung-Pei, ; Trawiński, Bogdan, . - 1 ed. . - [s.l.] : Springer, 2019 . - XXXIX, 754 p. 355 ilustraciones, 183 ilustraciones en color.
ISBN : 978-3-030-14799-0
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Visión por computador Aplicaciones informáticas y de sistemas de información Inteligencia artificial Application software Procesamiento de datos Minería de datos y descubrimiento de conocimientos Índice Dewey: 006.3 Inteligencia artificial Resumen: El conjunto de dos volúmenes LNAI 11431 y 11432 constituye las actas arbitradas de la 11.ª Conferencia asiática sobre sistemas inteligentes de información y bases de datos, ACIIDS 2019, celebrada en Yogyakarta, Indonesia, en abril de 2019. El total de 124 artículos completos aceptados para su publicación en estas actas fueron revisados cuidadosamente y seleccionados de 309 presentaciones. Los artículos del primer volumen están organizados en las siguientes secciones temáticas: ingeniería del conocimiento y web semántica; procesamiento de texto y recuperación de información; aprendizaje automático y minería de datos; sistemas de control y soporte de decisiones; técnicas de visión artificial; y bases de datos y sistemas de información inteligentes. Los artículos del segundo volumen se dividen en estas secciones temáticas: inteligencia colectiva para la innovación de servicios, gestión de tecnología, aprendizaje electrónico y sistemas inteligentes difusos; modelado de estructuras de datos para la representación del conocimiento; técnicas y aplicaciones avanzadas de minería de datos; sistemas de información inteligentes; métodos inteligentes e inteligencia artificial para sistemas de soporte de decisiones biomédicas; sistemas inteligentes y contextuales; sistemas inteligentes y algoritmos en ciencias de la información; cadenas de suministro inteligentes y comercio electrónico; redes de sensores e Internet de las cosas; análisis de imágenes, vídeos, movimientos e inteligencia cerebral en las ciencias de la vida; y visión artificial y sistemas inteligentes. Nota de contenido: Knowledge Engineering and Semantic Web -- Algorithms for Merging Probabilistic Knowledge Bases -- A Formal Framework for the Ontology Evolution -- Logical Problem Solving Framework -- Term Rewriting That Preserves Models in KR-Logic -- Towards Knowledge Formalization and Sharing in a Cognitive Vison Platform for Hazard Control (CVP-HC) -- Assessing Individuals Learning's Impairments from a Social Entropic Perspective -- Text Processing and Information Retrieval -- Robust Web Data Extraction based on Unsupervised Visual Validation -- A Character-level Deep Lifelong Learning Model for Named Entity Recognition in Vietnamese Text -- Identification of Conclusive Association Entities by Biomedical Association Mining -- A Data Preprocessing Method to Classify and Summarize Aspect-Based Opinions using Deep Learning -- Word Mover's Distance for Agglomerative Short Text Clustering -- Improving Semantic Relation Extraction System with Compositional Dependency Unit on Enriched Shortest Dependency Path -- An Adversarial Learning and Canonical Correlation Analysis based Cross-Modal Retrieval Model -- Event Prediction Based on Causality Reasoning -- A method for detecting and analyzing the sentiment of tweets containing conditional sentences -- Aggregating Web Search Results -- Cross-Lingual Korean Speech-to-Text Summarization -- On Some Approach to Evaluation in Personalized Document Retrieval Systems -- Machine Learning and Data Mining -- A Class-Cluster k-Nearest Neighbors Method for Temporal In-Trouble Student Identification -- Multidimensional Permutation Entropy for Constrained Motif Discovery -- A LSTM Approach for Sales Forecasting of Goods with Short-term Demands in E-Commerce -- Detection of Rare Elements in Investigation of Medical Problems -- Cardiac murmur effects on automatic segmentation of ECG signals for biometric identification: Preliminary study -- An Approach to Estimation of Residential Housing Type Based on the Analysis of Parked Cars -- Household Electric LoadPattern Consumption Enhanced Simulation by Random Behavior -- Anomaly Detection Procedures in a Real World Dataset by Using Deep-Learning Approaches -- Developing a General Video Game AI Controller Based on an Evolutionary Approach -- Separable data aggregation by layers of binary classifiers -- Adaptation and recovery stages for case-based reasoning systems using Bayesian estimation and Density estimation with Nearest Neighbors -- Feature extraction analysis for emotion recognition from ICEEMD of multimodal physiological signals -- Using Fourier series to improve the prediction accuracy of Nonlinear Grey Bernoulli Model -- Learning Hierarchical Weather Data Representation for Short-term Weather Forecasting using Autoencoder and LSTM -- Logo and Brand Recognition from Imbalanced Dataset using MiniGoogLenet and MiniVGGnet Models -- Decision Support and Control Systems -- Selected problems of controllability of semilinear fractional systems-a Survey -- A data-driven approach to modeling andsolving academic teachers' competences configuration problem -- PID Regulatory Control Design for a Double Tank System Based on Time-Scale Separation -- Towards Formal, Graph-based Spatial Data Processing: The Case of Lighting Segments for Pedestrian Crossings -- Multi-Agent Support For Street Lighting Modernization Planning -- An application a two-level determination consensus method in a multi-agent financial decisions support system -- Implementing Smart Virtual Product Development (SVPD) to Support Product Manufacturing -- PID Tuning with Neural Networks -- Repeatable trust game { preliminary experimental results -- Modeling of uncertainty with Petri nets -- A Collaborative Approach Based on DCA and VNS for Solving Mixed Binary Linear Programs -- Adoption of Cloud Business Intelligence in Indonesia's Financial Services Sector -- Stakeholder impact on the success and risk of failure of ICT projects in Poland -- Analysis of the Influence of ICT and Public Recognition on University Credibility.-Quantum Game-Based Recommender Systems for Disruptive Innovations -- Computer Vision Techniques -- Matching Topological Structures for Handwritten Character Recognition -- Enhancing the Resolution of Satellite Images Using the Best Matching Image Fragment -- Multi-scale Autoencoders in Autoencoder for Semantic Image Segmentation -- Simultaneous Localization and Segmentation of Fish Objects using Multi-Task CNN and Dense CRF -- Violent Crowd Flow Detection Using Deep Learning -- Drowsiness Detection in Drivers through Real-time Image Processing of the Human Eye -- Software Techniques to Reduce Cybersickness among Users of Immersive Virtual Reality Environments -- Semi-supervised learning with Bidirectional GANs -- Sharp Images Detection for Microscope Pollen Slides Observation -- Databases and Intelligent Information Systems -- Slowly Changing Dimension Handling in Data Warehouses using Temporal Database Features -- Tackling Complex Queries to Relational Databases -- Approximate Outputsof Accelerated Turing Machines Closest to Their Halting Point -- Development of Seawater Temperature Announcement System for Improving Productivity of Fishery Industry -- TB5 tool for tracking personality traits -- Comparative Analysis of Usability of Data Entry Design Patterns for Mobile Applications. 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 : 11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8–11, 2019, Proceedings, Part II Tipo de documento: documento electrónico Autores: Nguyen, Ngoc Thanh, ; Gaol, Ford Lumban, ; Hong, Tzung-Pei, ; Trawiński, Bogdan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XL, 722 p. 337 ilustraciones, 215 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-14802-7 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Minería de datos y descubrimiento de conocimientos Application software Visión por computador Aplicaciones informáticas y de sistemas de información Inteligencia artificial Procesamiento de datos Índice Dewey: 006.3 Inteligencia artificial Resumen: El conjunto de dos volúmenes LNAI 11431 y 11432 constituye las actas arbitradas de la 11.ª Conferencia asiática sobre sistemas inteligentes de información y bases de datos, ACIIDS 2019, celebrada en Yogyakarta, Indonesia, en abril de 2019. El total de 124 artículos completos aceptados para su publicación en estas actas fueron revisados cuidadosamente y seleccionados de 309 presentaciones. Los artículos del primer volumen están organizados en las siguientes secciones temáticas: ingeniería del conocimiento y web semántica; procesamiento de texto y recuperación de información; aprendizaje automático y minería de datos; sistemas de control y soporte de decisiones; técnicas de visión artificial; y bases de datos y sistemas de información inteligentes. Los artículos del segundo volumen se dividen en estas secciones temáticas: inteligencia colectiva para la innovación de servicios, gestión de tecnología, aprendizaje electrónico y sistemas inteligentes difusos; modelado de estructuras de datos para la representación del conocimiento; técnicas y aplicaciones avanzadas de minería de datos; sistemas de información inteligentes; métodos inteligentes e inteligencia artificial para sistemas de soporte de decisiones biomédicas; sistemas inteligentes y contextuales; sistemas inteligentes y algoritmos en ciencias de la información; cadenas de suministro inteligentes y comercio electrónico; redes de sensores e Internet de las cosas; análisis de imágenes, vídeos, movimientos e inteligencia cerebral en las ciencias de la vida; y visión artificial y sistemas inteligentes. Nota de contenido: Collective Intelligence for Service Innovation, Technology Management, E-learning, and Fuzzy Intelligent Systems -- Increasing the Quality of Multi-step consensus -- An Independence Measure for Scientist Collections Based on Social Media Profiles -- A Pattern Recognition Based FMEA for Safety-Critical SCADA Systems -- Interactive Genetic Algorithm Joining Recommender System -- Maturity Level Evaluation of Information Technology Governance in Payment Gateway Service Company Using COBIT -- Data Structures Modelling for Knowledge Representation -- A Framework for Merging Possibilistic Knowledge Bases -- Conceptual Modeling of Team Development -- Ontological information as part of continuous monitoring software for production fault detection -- Social Media Influence as Enabler of Sustainable Knowledge Management System inside PT.ABC Organization -- Advanced Data Mining Techniques and Applications -- Content-Based Music Classification by Advanced Features and Progressive Learning -- Appliance of Social Network Analysis and Data Visualization Techniques in Analysis of Information Propagation -- A Temporal Approach for Air Quality Forecast -- Quad-Partitioning-based Robotic Arm Guidance based on Image Data Processing with Single Inexpensive Camera for Precisely Picking Bean Defects in Coffee Industry -- On the Analysis of Kelly Criterion and Its Application -- Single Image Super-resolution with Vision Loss Function -- Content-Based Motorcycle Counting for Traffic Management by Image Recognition -- Intelligent Information Systems -- Use of Blockchain in Education: A Systematic Literature Review -- A Comparative Study of Techniques for Avoiding Premature Convergence in Harmony Search Algorithm -- Analysis of different approaches to designing the Parallel Harmony Search algorithm for ATSP -- Differential Evolution in Agent-based Computing -- Verifying Usefulness of Ant Colony Community for Solving Dynamic TSP -- Physical Layer Security cognitive Decode-and-Forward Relay Beamforming Network With Multiple Eavesdroppers -- Co-exploring a Search Space in a Group Recommender System -- Differential Cryptanalysis of Symmetric Block Ciphers Using Memetic Algorithms -- Intelligent Methods and Artificial Intelligence for Biomedical Decision Support Systems -- Modeling of Articular Cartilage with Goal of Early Osteoarthritis Extraction based on Local Fuzzy Thresholding driven by Fuzzy C-Means Clustering -- Modeling and Features Extraction of Heal Bone Fracture Reparation Dynamical Process from X-ray Images based on Time Iteration Segmentation model driven by Gaussian Energy -- A Semi-Supervised Learning Approach for Automatic Segmentation of Retinal Lesions using SURF Blob Detector and Locally Adaptive Binarization -- Autonomous Segmentation and Modeling of Brain Pathological Findings based on Iterative Segmentation from MR Images -- Design and Analysis of LMMSE filter for MR image data -- A nearest neighbour-based analysis to identify patients from continuous glucose monitor data -- PCA Kernel Based Extreme Learning Machine Model for Detection of NS1 from Salivary SERS Spectra -- Improving the Robustness of the Glycemic Variability Percentage Metric to Sensor Dropouts in Continuous Glucose Monitor Data -- GenPress: A Novel Dictionary Based Method to Compress DNA Data of Various Species -- Utilizing Pretrained Deep Learning Models for Auto-mated Pulmonary Tuberculosis Detection using Chest Radiography -- Intelligent and Contextual Systems -- Advanced neural network approach, its explanation with LIME for credit scoring application -- Non-Uniform Initialization of Inputs Groupings in Contextual Neural Networks -- Implementation and Analysis of Contextual Neural Networks in H2O Framework -- Low-level greyscale image descriptors applied for intelligent and contextual approaches -- Intelligent Systems and Algorithms in Information Sciences -- Motion controlling using finite-state automata -- Automatic recognition of Kazakh speech using Deep Neural Networks -- Feedback Shift Registers Evolutionary Design using Reverse Polish Notation -- Intelligent Supply Chains and e-Commerce -- IT value for customer: its influence on satisfaction and loyalty in e-commerce -- Multicriteria Selection of Online Advertising Content for the Effective Habituation Effect Reduction -- Dark Side of Digital Transformation in Tourism -- Increasing User Engagement and Virtual Goods Life Span through Products Diversity and Intensity of Content Updates -- Sensor Networks and Internet of Things -- Analysis of the Error Rate in Electrometers for Smart Grid Metering -- Multi-cell based UWB indoor positioning system -- An Improved Resampling Scheme for Particle Filtering in Inertial Navigation System -- Analysis of Image, Video, Movements and Brain Intelligence in Life Sciences -- Quaternion watershed transform in segmentation of motion capture data -- How Does State Space Definition Influence the Measure of Chaotic Behavior? -- Granular computing (GC) demonstrates interactions between depression and symptoms development in Parkinson's disease patients -- Measurements of antisaccades parameters can improve the prediction of Parkinson's disease progression -- DTI helps to predict Parkinson's patient's symptoms using data mining techniques -- Fractional calculus in human arm modeling -- Computer Vision and Intelligent Systems -- Real-time Multiple Face Tracking with Moving Camera for Support Service Robot -- Modified Stacked Hourglass Networks for Facial Landmarks Detection -- Ensemble of Predictions from Augmented Input as Adversarial Defense for Face Verification System -- Vehicle categorical recognition for traffic monitoring in intelligence transportation systems -- Video-based Vietnamese Sign Language Recognition using Local Descriptors -- Mathematical Variable Detection in PDF Scientific Documents -- Predicting Cardiovascular Risk Level based on Biochemical Risk Factor Indicators using Machine Learning: A Case Study in Indonesia. 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 11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8–11, 2019, Proceedings, Part II [documento electrónico] / Nguyen, Ngoc Thanh, ; Gaol, Ford Lumban, ; Hong, Tzung-Pei, ; Trawiński, Bogdan, . - 1 ed. . - [s.l.] : Springer, 2019 . - XL, 722 p. 337 ilustraciones, 215 ilustraciones en color.
ISBN : 978-3-030-14802-7
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Minería de datos y descubrimiento de conocimientos Application software Visión por computador Aplicaciones informáticas y de sistemas de información Inteligencia artificial Procesamiento de datos Índice Dewey: 006.3 Inteligencia artificial Resumen: El conjunto de dos volúmenes LNAI 11431 y 11432 constituye las actas arbitradas de la 11.ª Conferencia asiática sobre sistemas inteligentes de información y bases de datos, ACIIDS 2019, celebrada en Yogyakarta, Indonesia, en abril de 2019. El total de 124 artículos completos aceptados para su publicación en estas actas fueron revisados cuidadosamente y seleccionados de 309 presentaciones. Los artículos del primer volumen están organizados en las siguientes secciones temáticas: ingeniería del conocimiento y web semántica; procesamiento de texto y recuperación de información; aprendizaje automático y minería de datos; sistemas de control y soporte de decisiones; técnicas de visión artificial; y bases de datos y sistemas de información inteligentes. Los artículos del segundo volumen se dividen en estas secciones temáticas: inteligencia colectiva para la innovación de servicios, gestión de tecnología, aprendizaje electrónico y sistemas inteligentes difusos; modelado de estructuras de datos para la representación del conocimiento; técnicas y aplicaciones avanzadas de minería de datos; sistemas de información inteligentes; métodos inteligentes e inteligencia artificial para sistemas de soporte de decisiones biomédicas; sistemas inteligentes y contextuales; sistemas inteligentes y algoritmos en ciencias de la información; cadenas de suministro inteligentes y comercio electrónico; redes de sensores e Internet de las cosas; análisis de imágenes, vídeos, movimientos e inteligencia cerebral en las ciencias de la vida; y visión artificial y sistemas inteligentes. Nota de contenido: Collective Intelligence for Service Innovation, Technology Management, E-learning, and Fuzzy Intelligent Systems -- Increasing the Quality of Multi-step consensus -- An Independence Measure for Scientist Collections Based on Social Media Profiles -- A Pattern Recognition Based FMEA for Safety-Critical SCADA Systems -- Interactive Genetic Algorithm Joining Recommender System -- Maturity Level Evaluation of Information Technology Governance in Payment Gateway Service Company Using COBIT -- Data Structures Modelling for Knowledge Representation -- A Framework for Merging Possibilistic Knowledge Bases -- Conceptual Modeling of Team Development -- Ontological information as part of continuous monitoring software for production fault detection -- Social Media Influence as Enabler of Sustainable Knowledge Management System inside PT.ABC Organization -- Advanced Data Mining Techniques and Applications -- Content-Based Music Classification by Advanced Features and Progressive Learning -- Appliance of Social Network Analysis and Data Visualization Techniques in Analysis of Information Propagation -- A Temporal Approach for Air Quality Forecast -- Quad-Partitioning-based Robotic Arm Guidance based on Image Data Processing with Single Inexpensive Camera for Precisely Picking Bean Defects in Coffee Industry -- On the Analysis of Kelly Criterion and Its Application -- Single Image Super-resolution with Vision Loss Function -- Content-Based Motorcycle Counting for Traffic Management by Image Recognition -- Intelligent Information Systems -- Use of Blockchain in Education: A Systematic Literature Review -- A Comparative Study of Techniques for Avoiding Premature Convergence in Harmony Search Algorithm -- Analysis of different approaches to designing the Parallel Harmony Search algorithm for ATSP -- Differential Evolution in Agent-based Computing -- Verifying Usefulness of Ant Colony Community for Solving Dynamic TSP -- Physical Layer Security cognitive Decode-and-Forward Relay Beamforming Network With Multiple Eavesdroppers -- Co-exploring a Search Space in a Group Recommender System -- Differential Cryptanalysis of Symmetric Block Ciphers Using Memetic Algorithms -- Intelligent Methods and Artificial Intelligence for Biomedical Decision Support Systems -- Modeling of Articular Cartilage with Goal of Early Osteoarthritis Extraction based on Local Fuzzy Thresholding driven by Fuzzy C-Means Clustering -- Modeling and Features Extraction of Heal Bone Fracture Reparation Dynamical Process from X-ray Images based on Time Iteration Segmentation model driven by Gaussian Energy -- A Semi-Supervised Learning Approach for Automatic Segmentation of Retinal Lesions using SURF Blob Detector and Locally Adaptive Binarization -- Autonomous Segmentation and Modeling of Brain Pathological Findings based on Iterative Segmentation from MR Images -- Design and Analysis of LMMSE filter for MR image data -- A nearest neighbour-based analysis to identify patients from continuous glucose monitor data -- PCA Kernel Based Extreme Learning Machine Model for Detection of NS1 from Salivary SERS Spectra -- Improving the Robustness of the Glycemic Variability Percentage Metric to Sensor Dropouts in Continuous Glucose Monitor Data -- GenPress: A Novel Dictionary Based Method to Compress DNA Data of Various Species -- Utilizing Pretrained Deep Learning Models for Auto-mated Pulmonary Tuberculosis Detection using Chest Radiography -- Intelligent and Contextual Systems -- Advanced neural network approach, its explanation with LIME for credit scoring application -- Non-Uniform Initialization of Inputs Groupings in Contextual Neural Networks -- Implementation and Analysis of Contextual Neural Networks in H2O Framework -- Low-level greyscale image descriptors applied for intelligent and contextual approaches -- Intelligent Systems and Algorithms in Information Sciences -- Motion controlling using finite-state automata -- Automatic recognition of Kazakh speech using Deep Neural Networks -- Feedback Shift Registers Evolutionary Design using Reverse Polish Notation -- Intelligent Supply Chains and e-Commerce -- IT value for customer: its influence on satisfaction and loyalty in e-commerce -- Multicriteria Selection of Online Advertising Content for the Effective Habituation Effect Reduction -- Dark Side of Digital Transformation in Tourism -- Increasing User Engagement and Virtual Goods Life Span through Products Diversity and Intensity of Content Updates -- Sensor Networks and Internet of Things -- Analysis of the Error Rate in Electrometers for Smart Grid Metering -- Multi-cell based UWB indoor positioning system -- An Improved Resampling Scheme for Particle Filtering in Inertial Navigation System -- Analysis of Image, Video, Movements and Brain Intelligence in Life Sciences -- Quaternion watershed transform in segmentation of motion capture data -- How Does State Space Definition Influence the Measure of Chaotic Behavior? -- Granular computing (GC) demonstrates interactions between depression and symptoms development in Parkinson's disease patients -- Measurements of antisaccades parameters can improve the prediction of Parkinson's disease progression -- DTI helps to predict Parkinson's patient's symptoms using data mining techniques -- Fractional calculus in human arm modeling -- Computer Vision and Intelligent Systems -- Real-time Multiple Face Tracking with Moving Camera for Support Service Robot -- Modified Stacked Hourglass Networks for Facial Landmarks Detection -- Ensemble of Predictions from Augmented Input as Adversarial Defense for Face Verification System -- Vehicle categorical recognition for traffic monitoring in intelligence transportation systems -- Video-based Vietnamese Sign Language Recognition using Local Descriptors -- Mathematical Variable Detection in PDF Scientific Documents -- Predicting Cardiovascular Risk Level based on Biochemical Risk Factor Indicators using Machine Learning: A Case Study in Indonesia. 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 : 11th International Conference, ICCCI 2019, Hendaye, France, September 4–6, 2019, Proceedings, Part I Tipo de documento: documento electrónico Autores: Nguyen, Ngoc Thanh, ; Chbeir, Richard, ; Exposito, Ernesto, ; Aniorté, Philippe, ; Trawiński, Bogdan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XXXII, 716 p. 354 ilustraciones, 187 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-28377-3 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Inteligencia artificial Software de la aplicacion Visión por computador Red de computadoras Algoritmos Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Índice Dewey: 006.3 Inteligencia artificial Resumen: Este conjunto de dos volúmenes (LNAI 11683 y LNAI 11684) constituye las actas arbitradas de la 11.ª Conferencia Internacional sobre Inteligencia Colectiva Computacional, ICCCI 2019, celebrada en Hendaya, Francia, en septiembre de 2019. Los 117 artículos completos presentados fueron cuidadosamente revisados y seleccionados entre 204 presentaciones. Los artículos se agrupan en secciones temáticas sobre: ingeniería del conocimiento y web semántica; redes sociales y sistemas de recomendación; procesamiento de textos y recuperación de información; métodos y aplicaciones de minería de datos; técnicas de visión por computadora; sistemas de apoyo y control de decisiones; estrategias cooperativas para la toma y optimización de decisiones; enfoques inteligentes de modelado y simulación para sistemas del mundo real; e innovaciones en sistemas inteligentes. Nota de contenido: Knowledge engineering and semantic web -- Social networks and recommender systems -- Text processing and information retrieval -- Data mining methods and applications -- Computer vision techniques -- Decision support and control systems -- Cooperative strategies for decision making and optimization -- Intelligent modeling and simulation approaches for real world systems -- Innovations in intelligent systems. . 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 11th International Conference, ICCCI 2019, Hendaye, France, September 4–6, 2019, Proceedings, Part I [documento electrónico] / Nguyen, Ngoc Thanh, ; Chbeir, Richard, ; Exposito, Ernesto, ; Aniorté, Philippe, ; Trawiński, Bogdan, . - 1 ed. . - [s.l.] : Springer, 2019 . - XXXII, 716 p. 354 ilustraciones, 187 ilustraciones en color.
ISBN : 978-3-030-28377-3
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Inteligencia artificial Software de la aplicacion Visión por computador Red de computadoras Algoritmos Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Índice Dewey: 006.3 Inteligencia artificial Resumen: Este conjunto de dos volúmenes (LNAI 11683 y LNAI 11684) constituye las actas arbitradas de la 11.ª Conferencia Internacional sobre Inteligencia Colectiva Computacional, ICCCI 2019, celebrada en Hendaya, Francia, en septiembre de 2019. Los 117 artículos completos presentados fueron cuidadosamente revisados y seleccionados entre 204 presentaciones. Los artículos se agrupan en secciones temáticas sobre: ingeniería del conocimiento y web semántica; redes sociales y sistemas de recomendación; procesamiento de textos y recuperación de información; métodos y aplicaciones de minería de datos; técnicas de visión por computadora; sistemas de apoyo y control de decisiones; estrategias cooperativas para la toma y optimización de decisiones; enfoques inteligentes de modelado y simulación para sistemas del mundo real; e innovaciones en sistemas inteligentes. Nota de contenido: Knowledge engineering and semantic web -- Social networks and recommender systems -- Text processing and information retrieval -- Data mining methods and applications -- Computer vision techniques -- Decision support and control systems -- Cooperative strategies for decision making and optimization -- Intelligent modeling and simulation approaches for real world systems -- Innovations in intelligent systems. . 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 : 11th International Conference, ICCCI 2019, Hendaye, France, September 4–6, 2019, Proceedings, Part II Tipo de documento: documento electrónico Autores: Nguyen, Ngoc Thanh, ; Chbeir, Richard, ; Exposito, Ernesto, ; Aniorté, Philippe, ; Trawiński, Bogdan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XXXII, 702 p. 347 ilustraciones, 190 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-28374-2 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Inteligencia artificial Software de la aplicacion Visión por computador Red de computadoras Algoritmos Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Índice Dewey: 006.3 Inteligencia artificial Resumen: Este conjunto de dos volúmenes (LNAI 11683 y LNAI 11684) constituye las actas arbitradas de la 11.ª Conferencia Internacional sobre Inteligencia Colectiva Computacional, ICCCI 2019, celebrada en Hendaya, Francia, en septiembre de 2019. Los 117 artículos completos presentados fueron cuidadosamente revisados y seleccionados entre 200 presentaciones. Los artículos se agrupan en secciones temáticas sobre: inteligencia colectiva computacional y procesamiento del lenguaje natural; aprendizaje automático en datos del mundo real; inteligencia colectiva distribuida para la fabricación inteligente; inteligencia colectiva para la ciencia y la tecnología; sistemas inteligentes de información de gestión; ciudades inteligentes, sostenibles y inteligentes; nuevas tendencias y retos en educación: la universidad 4.0; procesamiento inteligente de multimedia en sistemas web; y streaming de big data, aplicaciones y seguridad. Nota de contenido: Computational collective intelligence and natural language processing -- Machine learning in real-world data -- Distributed collective intelligence for smart manufacturing -- Collective intelligence for science and technology -- Intelligent management information systems -- Intelligent sustainable smart cities -- New trends and challenges in education: the university 4.0 -- Intelligent processing of multimedia in web systems -- Big data streaming, applications and security. 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 11th International Conference, ICCCI 2019, Hendaye, France, September 4–6, 2019, Proceedings, Part II [documento electrónico] / Nguyen, Ngoc Thanh, ; Chbeir, Richard, ; Exposito, Ernesto, ; Aniorté, Philippe, ; Trawiński, Bogdan, . - 1 ed. . - [s.l.] : Springer, 2019 . - XXXII, 702 p. 347 ilustraciones, 190 ilustraciones en color.
ISBN : 978-3-030-28374-2
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Inteligencia artificial Software de la aplicacion Visión por computador Red de computadoras Algoritmos Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Índice Dewey: 006.3 Inteligencia artificial Resumen: Este conjunto de dos volúmenes (LNAI 11683 y LNAI 11684) constituye las actas arbitradas de la 11.ª Conferencia Internacional sobre Inteligencia Colectiva Computacional, ICCCI 2019, celebrada en Hendaya, Francia, en septiembre de 2019. Los 117 artículos completos presentados fueron cuidadosamente revisados y seleccionados entre 200 presentaciones. Los artículos se agrupan en secciones temáticas sobre: inteligencia colectiva computacional y procesamiento del lenguaje natural; aprendizaje automático en datos del mundo real; inteligencia colectiva distribuida para la fabricación inteligente; inteligencia colectiva para la ciencia y la tecnología; sistemas inteligentes de información de gestión; ciudades inteligentes, sostenibles y inteligentes; nuevas tendencias y retos en educación: la universidad 4.0; procesamiento inteligente de multimedia en sistemas web; y streaming de big data, aplicaciones y seguridad. Nota de contenido: Computational collective intelligence and natural language processing -- Machine learning in real-world data -- Distributed collective intelligence for smart manufacturing -- Collective intelligence for science and technology -- Intelligent management information systems -- Intelligent sustainable smart cities -- New trends and challenges in education: the university 4.0 -- Intelligent processing of multimedia in web systems -- Big data streaming, applications and security. 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 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
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