| TÃtulo : |
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: |
MinerÃa de datos y descubrimiento de conocimientos Application software Visión por computador Aplicaciones informáticas y de sistemas de información Inteligencia artificial Procesamiento de datos |
| Ãndice 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 artÃculos completos aceptados para su publicación en estas actas fueron revisados ​​cuidadosamente y seleccionados de 309 presentaciones. Los artÃculos del primer volumen están organizados en las siguientes secciones temáticas: ingenierÃa del conocimiento y web semántica; procesamiento de texto y recuperación de información; aprendizaje automático y minerÃa de datos; sistemas de control y soporte de decisiones; técnicas de visión artificial; y bases de datos y sistemas de información inteligentes. Los artÃculos del segundo volumen se dividen en estas secciones temáticas: inteligencia colectiva para la innovación de servicios, gestión de tecnologÃa, aprendizaje electrónico y sistemas inteligentes difusos; modelado de estructuras de datos para la representación del conocimiento; técnicas y aplicaciones avanzadas de minerÃa 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, vÃdeos, 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 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 |
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, ; TrawiÅ„ski, 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: |
MinerÃa de datos y descubrimiento de conocimientos Application software Visión por computador Aplicaciones informáticas y de sistemas de información Inteligencia artificial Procesamiento de datos |
| Ãndice 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 artÃculos completos aceptados para su publicación en estas actas fueron revisados ​​cuidadosamente y seleccionados de 309 presentaciones. Los artÃculos del primer volumen están organizados en las siguientes secciones temáticas: ingenierÃa del conocimiento y web semántica; procesamiento de texto y recuperación de información; aprendizaje automático y minerÃa de datos; sistemas de control y soporte de decisiones; técnicas de visión artificial; y bases de datos y sistemas de información inteligentes. Los artÃculos del segundo volumen se dividen en estas secciones temáticas: inteligencia colectiva para la innovación de servicios, gestión de tecnologÃa, aprendizaje electrónico y sistemas inteligentes difusos; modelado de estructuras de datos para la representación del conocimiento; técnicas y aplicaciones avanzadas de minerÃa 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, vÃdeos, 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 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 |
|  |
11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8–11, 2019, Proceedings, Part II
