Título :	13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7–10, 2021, Proceedings
Tipo de documento:	documento electrónico
Autores:	Nguyen, Ngoc Thanh, ; Chittayasothorn, Suphamit, ; Niyato, Dusit, ; Trawiński, Bogdan,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2021
Número de páginas:	XXXI, 867 p. 334 ilustraciones, 248 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-73280-6
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Inteligencia artificial  Aplicaciones informáticas y de sistemas de información  Minería de datos y descubrimiento de conocimientos  Visión por computador  Procesamiento de datos  Application software
Índice Dewey:	006.3 Inteligencia artificial
Resumen:	Este libro constituye las actas arbitradas de la 13.ª Conferencia Asiática sobre Sistemas Inteligentes de Información y Bases de Datos, ACIIDS 2021, celebrada en Phuket, Tailandia, en abril de 2021.* Los 67 artículos completos aceptados para su publicación en estas actas fueron cuidadosamente revisados ​​y seleccionados entre 291 presentaciones. . Los artículos del primer volumen están organizados en las siguientes secciones temáticas: métodos y aplicaciones de minería de datos; métodos de aprendizaje automático; sistemas de apoyo y control de decisiones; procesamiento natural del lenguaje; métodos inteligentes de ciberseguridad; técnicas de visión por computadora; imágenes y visión computacionales; técnicas y aplicaciones avanzadas de minería de datos; sistemas inteligentes y contextuales; conocimiento, razonamiento y programación de sentido común en inteligencia artificial; modelado y procesamiento de datos para la industria 4.0; innovaciones en sistemas inteligentes. *La conferencia se realizó de manera virtual.
Nota de contenido:	Data Mining Methods and Applications -- Mining Partially-Ordered Episode Rules in an Event Sequence -- Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining -- Complexes of low dimensional linear classifiers with L1 margins -- Automatic Identification of Bird Species from Audio -- Session based recommendations using Recurrent neural networks – Long short-term memory -- UVDS: A New Dataset for Tra c Forecasting with Spatial-Temporal Correlation -- A Parallelized Frequent Temporal Pattern Mining Algorithm on a Time Series Database -- An efficient approach for mining high-utility itemsets from multiple abstraction levels -- Mining Class Association Rules on dataset with missing data -- Machine Learning Methods -- Clustering Count Data with Stochastic Expectation Propagation -- Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model -- Mixture-Based Unsupervised Learning for Positive Correlated Count Data -- Phase Prediction of Multi-principal Element Alloys Using Support Vector Machine and Bayesian optimization -- VEGAS: A variable length-based Genetic Algorithm for ensemble selection in deep ensemble learning -- Demand Forecasting for Textile Products using Statistical Analysis and Machine Learning Algorithms -- Parallelization of Reinforcement Learning Algorithms for Video Games -- Decision Support and Control Systems -- A Gap-based Memetic Differential Evolution (GaMeDE) applied to multi-modal optimisation – using multi-objective optimization concepts -- Simulating Emergency Departments Using Generalized Petri Nets -- What do you know about your network: an empirical study of value network awareness in e-commerce -- A robust approach to employee competences in project management -- Key Aspects of Customer Intelligence in the Era of Massive Data -- How Spatial Data Analysis Can Make Smart Lighting Smarter -- Natural Language Processing -- Convolutional Neural Networks for Web Documents Classification -- Sequential model-based optimization for Natural Language Processing Data Pipeline Selection and Optimization -- Automatic Cyberbullying Detection on Twitter Using Bullying Expression Dictionary -- Development of Morphological Segmentation for the Kyrgyz Language on Complete Set of Endings -- Tweets Topic Classification using Transformer-based Language Models -- A New Approach for Measuring the Influence of Users on Twitter -- Building a Domain Specific Knowledge Graph for Business Networking Analysis -- Cybersecurity Intelligent Methods -- N-tier machine learning-based architecture for DDoS attack detection -- Detection of Distributed Denial of Service Attacks using Automatic Feature Selection with Enhancement for Imbalance Dataset -- AntiPhiMBS: A New Anti-Phishing Model to Mitigate Phishing Attacks in Mobile Banking System at Application Level -- Missing/Incomplete Data Handling in Cybersecurity Applications -- An Experimental Study of Machine Learning for Phishing Detection -- Computer Vision Techniques -- Model for Application of Optical Passive SFM Method in Reconstruction of 3D Space and Objects -- Ground plane estimation for obstacle avoidance during fixed-wing UAV landing -- UAV on-board emergency safe landing spot detection system combining classical and deep learning-based segmentation methods -- Wasserstein Generative Adversarial Networks for Realistic Traffic Sign Image Generation -- An Approach to Automatic Detection of Architectural Fa cades in Spherical Images -- Computational Imaging and Vision -- Real-time Multi-view Face Masks Detector on Edge Device For Supporting Service Robots in the COVID-19 Pandemic -- Eye State Recognizer Using Light-weight Architecture for Drowsiness Warning -- NovemE - Color Space Net for Image Classification -- Application of Improved YOLOv3 Algorithm in Mask Recognition -- Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm -- Word Segmentation for Gujarati Handwritten Documents -- Advanced Data Mining Techniques and Applications -- A SPEA-based Group Trading Strategy Portfolio Optimization Algorithm -- Develop a Hybrid Human Face Recognition System Based on a Dual Deep Neural Network by Interactive Correction Training -- Forecasting Stock Trend Based on the Constructed Anomaly-Patterns based Decision Tree -- A Transparently-Secure and Robust Internetworking Data Retrieval Framework for Financial-Technology Applications -- Comparison of Machine Learning Methods for Life Trajectory Analysis in Demography -- An Efficient Method for Multi-Request Route Search -- Machine Learning Model for the Classification of Musical Composition Genres -- Intelligent and Contextual Systems -- Emotional Piano Melodies Generation using Long Short-Term Memory -- SE-U-Net: Contextual Segmentation by Loosely Coupled Deep Networks for Medical Imaging Industry -- Contextual Soft Dropout Method in Training of Artificial Neural Networks -- Bone Age Assessment by meansof Intelligent Approaches -- Random Number Generators in Training of Contextual Neural Networks -- The Impact of Aggregation Window Width on Properties of Contextual Neural Networks with Constant Field of Attention -- Towards Layer-wise Optimization of Contextual Neural Networks with Constant Field of Aggregation -- Commonsense Knowledge, Reasoning and Programming in Artificial Intelligence -- Community Detection in Complex Networks: A Survey on Local Approaches -- A Q-Learning based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours -- Cross-Domain Co-Author Recommendation Based on Knowledge Graph Clustering -- Data Modelling and Processing for Industry 4.0 -- Trident: Change Point Detection for Multivariate Time Series via Dual-level Attention Learning -- Facial Representation Extraction by Mutual Information Maximization and Correlation Minimization -- Localization system for wheeled vehicles operating in underground mine based on inertial data and spatial intersection points of mining excavations -- Innovations in Intelligent Systems -- Evaluating mutation operator and test case effectiveness by means of mutation testing -- Usability Study of Mobile Applications with Cognitive Load Resulting from Environmental Factors.
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

13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7–10, 2021, Proceedings [documento electrónico] / Nguyen, Ngoc Thanh, ; Chittayasothorn, Suphamit, ; Niyato, Dusit, ; Trawiński, Bogdan,  . -  1 ed.  . - [s.l.] : Springer, 2021 . - XXXI, 867 p. 334 ilustraciones, 248 ilustraciones en color.
ISBN : 978-3-030-73280-6
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Inteligencia artificial  Aplicaciones informáticas y de sistemas de información  Minería de datos y descubrimiento de conocimientos  Visión por computador  Procesamiento de datos  Application software
Índice Dewey:	006.3 Inteligencia artificial
Resumen:	Este libro constituye las actas arbitradas de la 13.ª Conferencia Asiática sobre Sistemas Inteligentes de Información y Bases de Datos, ACIIDS 2021, celebrada en Phuket, Tailandia, en abril de 2021.* Los 67 artículos completos aceptados para su publicación en estas actas fueron cuidadosamente revisados ​​y seleccionados entre 291 presentaciones. . Los artículos del primer volumen están organizados en las siguientes secciones temáticas: métodos y aplicaciones de minería de datos; métodos de aprendizaje automático; sistemas de apoyo y control de decisiones; procesamiento natural del lenguaje; métodos inteligentes de ciberseguridad; técnicas de visión por computadora; imágenes y visión computacionales; técnicas y aplicaciones avanzadas de minería de datos; sistemas inteligentes y contextuales; conocimiento, razonamiento y programación de sentido común en inteligencia artificial; modelado y procesamiento de datos para la industria 4.0; innovaciones en sistemas inteligentes. *La conferencia se realizó de manera virtual.
Nota de contenido:	Data Mining Methods and Applications -- Mining Partially-Ordered Episode Rules in an Event Sequence -- Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining -- Complexes of low dimensional linear classifiers with L1 margins -- Automatic Identification of Bird Species from Audio -- Session based recommendations using Recurrent neural networks – Long short-term memory -- UVDS: A New Dataset for Tra c Forecasting with Spatial-Temporal Correlation -- A Parallelized Frequent Temporal Pattern Mining Algorithm on a Time Series Database -- An efficient approach for mining high-utility itemsets from multiple abstraction levels -- Mining Class Association Rules on dataset with missing data -- Machine Learning Methods -- Clustering Count Data with Stochastic Expectation Propagation -- Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model -- Mixture-Based Unsupervised Learning for Positive Correlated Count Data -- Phase Prediction of Multi-principal Element Alloys Using Support Vector Machine and Bayesian optimization -- VEGAS: A variable length-based Genetic Algorithm for ensemble selection in deep ensemble learning -- Demand Forecasting for Textile Products using Statistical Analysis and Machine Learning Algorithms -- Parallelization of Reinforcement Learning Algorithms for Video Games -- Decision Support and Control Systems -- A Gap-based Memetic Differential Evolution (GaMeDE) applied to multi-modal optimisation – using multi-objective optimization concepts -- Simulating Emergency Departments Using Generalized Petri Nets -- What do you know about your network: an empirical study of value network awareness in e-commerce -- A robust approach to employee competences in project management -- Key Aspects of Customer Intelligence in the Era of Massive Data -- How Spatial Data Analysis Can Make Smart Lighting Smarter -- Natural Language Processing -- Convolutional Neural Networks for Web Documents Classification -- Sequential model-based optimization for Natural Language Processing Data Pipeline Selection and Optimization -- Automatic Cyberbullying Detection on Twitter Using Bullying Expression Dictionary -- Development of Morphological Segmentation for the Kyrgyz Language on Complete Set of Endings -- Tweets Topic Classification using Transformer-based Language Models -- A New Approach for Measuring the Influence of Users on Twitter -- Building a Domain Specific Knowledge Graph for Business Networking Analysis -- Cybersecurity Intelligent Methods -- N-tier machine learning-based architecture for DDoS attack detection -- Detection of Distributed Denial of Service Attacks using Automatic Feature Selection with Enhancement for Imbalance Dataset -- AntiPhiMBS: A New Anti-Phishing Model to Mitigate Phishing Attacks in Mobile Banking System at Application Level -- Missing/Incomplete Data Handling in Cybersecurity Applications -- An Experimental Study of Machine Learning for Phishing Detection -- Computer Vision Techniques -- Model for Application of Optical Passive SFM Method in Reconstruction of 3D Space and Objects -- Ground plane estimation for obstacle avoidance during fixed-wing UAV landing -- UAV on-board emergency safe landing spot detection system combining classical and deep learning-based segmentation methods -- Wasserstein Generative Adversarial Networks for Realistic Traffic Sign Image Generation -- An Approach to Automatic Detection of Architectural Fa cades in Spherical Images -- Computational Imaging and Vision -- Real-time Multi-view Face Masks Detector on Edge Device For Supporting Service Robots in the COVID-19 Pandemic -- Eye State Recognizer Using Light-weight Architecture for Drowsiness Warning -- NovemE - Color Space Net for Image Classification -- Application of Improved YOLOv3 Algorithm in Mask Recognition -- Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm -- Word Segmentation for Gujarati Handwritten Documents -- Advanced Data Mining Techniques and Applications -- A SPEA-based Group Trading Strategy Portfolio Optimization Algorithm -- Develop a Hybrid Human Face Recognition System Based on a Dual Deep Neural Network by Interactive Correction Training -- Forecasting Stock Trend Based on the Constructed Anomaly-Patterns based Decision Tree -- A Transparently-Secure and Robust Internetworking Data Retrieval Framework for Financial-Technology Applications -- Comparison of Machine Learning Methods for Life Trajectory Analysis in Demography -- An Efficient Method for Multi-Request Route Search -- Machine Learning Model for the Classification of Musical Composition Genres -- Intelligent and Contextual Systems -- Emotional Piano Melodies Generation using Long Short-Term Memory -- SE-U-Net: Contextual Segmentation by Loosely Coupled Deep Networks for Medical Imaging Industry -- Contextual Soft Dropout Method in Training of Artificial Neural Networks -- Bone Age Assessment by meansof Intelligent Approaches -- Random Number Generators in Training of Contextual Neural Networks -- The Impact of Aggregation Window Width on Properties of Contextual Neural Networks with Constant Field of Attention -- Towards Layer-wise Optimization of Contextual Neural Networks with Constant Field of Aggregation -- Commonsense Knowledge, Reasoning and Programming in Artificial Intelligence -- Community Detection in Complex Networks: A Survey on Local Approaches -- A Q-Learning based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours -- Cross-Domain Co-Author Recommendation Based on Knowledge Graph Clustering -- Data Modelling and Processing for Industry 4.0 -- Trident: Change Point Detection for Multivariate Time Series via Dual-level Attention Learning -- Facial Representation Extraction by Mutual Information Maximization and Correlation Minimization -- Localization system for wheeled vehicles operating in underground mine based on inertial data and spatial intersection points of mining excavations -- Innovations in Intelligent Systems -- Evaluating mutation operator and test case effectiveness by means of mutation testing -- Usability Study of Mobile Applications with Cognitive Load Resulting from Environmental Factors.
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