| Título : |
Advanced Topics in Intelligent Information and Database Systems |
| Tipo de documento: |
documento electrónico |
| Autores: |
Król, Dariusz, ; Nguyen, Ngoc Thanh, ; Shirai, Kiyoaki, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2017 |
| Número de páginas: |
XIII, 561 p. 171 ilustraciones, 101 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-319-56660-3 |
| 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 Computacional Inteligencia artificial |
| Índice Dewey: |
006.3 Inteligencia artificial |
| Resumen: |
Este libro presenta investigaciones recientes sobre sistemas inteligentes de información y bases de datos. Las contribuciones cuidadosamente seleccionadas fueron inicialmente aceptadas para su presentación como carteles en la 9ª Conferencia Asiática sobre Sistemas Inteligentes de Información y Bases de Datos (ACIIDS 2017), celebrada del 5 de abril de 2017 en Kanazawa, Japón. Si bien las aportaciones son de un nivel científico avanzado, varias son accesibles para lectores no expertos. El libro reúne 47 capítulos divididos en seis partes principales: • Parte I. Del Machine Learning a la Minería de Datos. • Parte II. Big Data y sistemas colaborativos de apoyo a la toma de decisiones, • Parte III. Análisis, Detección, Seguimiento y Reconocimiento de Visión por Computador, • Parte IV. Procesamiento de textos con uso intensivo de datos, • Parte V. Innovaciones en tecnologías web e Internet, y • Parte VI. Nuevos métodos y aplicaciones en ingeniería de la información y del software. El libro es un excelente recurso para investigadores y quienes trabajan en algorítmica, inteligencia artificial y computacional, sistemas colaborativos, sistemas de apoyo y gestión de decisiones, procesamiento del lenguaje natural, procesamiento de imágenes y textos, tecnologías de Internet e ingeniería de software e información, así como para estudiantes interesados en dichas áreas de investigación. |
| Nota de contenido: |
Part I: From Machine Learning to Data Mining -- Analyzing Accident Prone Regions by Clustering -- Analyzing Life Insurance Data with Different Classification Techniques for Customers' Behavior Analysis -- Classification of Product Rating Using Data Mining Techniques -- MASS: a Semi-Supervised Multi-Label Classification Algorithm with Specific Feature -- Parallel Self-organizing Map Using Shared Virtual Memory Buffers -- Parametric Optimization of the Selected Classifiers in Binary Classification -- Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors -- A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio -- Part II: Big Data and Collaborative Decision Support Systems -- Bi-temporal Database Model for Legal Merger Transactions and Late-arriving Information Problem: the Case of Polish Merger Market -- Breathing Movement Analysis for Adjustment of Radiotherapy Planning -- Measuring Improvement in Access to Complete Data in Healthcare Collaborative Dabase Systems -- Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources -- The Social Influence on the Behavioral Intention to Use Mobile Electronic Medical Records -- Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake -- Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers -- Supply Chains of Cross-Border E-Commerce -- Towards Personalized Virtual Customer Experience -- Towards Big Management -- Part III: Computer Vision Analysis, Detection, Tracking and Recognition -- Combination of Collision Detection and Visibility Algorithms in Simulation of Effective Placement of Anti-Air Elements -- A Combination of Deep Learning and Hand-Designed Feature for Plant Identification based on Leaf and Flower Images -- An Efficient Defect Classification Algorithm for Ceramic Tiles -- Parking Assistant - Prediction of an Empty Parking Space inTime -- Recent Advances in the Field of Foreground Detection: An Overview -- Tracking of Bone Reparation Process with Using of Periosteal Callus Extraction based on Fuzzy C-Means Algorithm -- Part IV: Data-Intensive Text Processing -- Automatic Post-Editing of Kazakh Sentences Machine Translated from English -- Complex Technology of Machine Translation Resources Extension for the Kazakh Language -- Enhancing Latent Semantic Analysis by Embedding Tagging Algorithm in Retrieving Malay Text Documents -- Exploiting Distance Graph and Hidden Topic Models for Multi-label Text Classification -- Financial Reports and Financial News - An Information Content Gap Analysis -- The Great National Photocorpus of 20th-Century Vietnamese. Origins, assumptions and goals -- The Impact of User Sentiment Aroused by The-day-of-the-week on the Recommendation Effectiveness in Microblog -- Multi-Sentence Compression Using Word Graph and Integer Linear Programming -- A Performance Comparison of Feature Extraction Methods forSentiment Analysis -- A Study of Plagiarism Checker System Based on Chinese Word Segmentation and SQL Intersection Operation Technique -- Text Summarization Based on Classification Using ANFIS -- Part V: Innovations in Web and Internet Technologies -- Analysis of Indoor Positioning Based on BLE -- A Fusion Technique of Schema and Syntax Rules for Validating Open Data -- Job Description Language for a Browser-Based Computing Platform — A Preliminary Report -- Measuring the Effectiveness of Knowledge Driven Web Applications -- Responsive Data Table Solution with New Scrolling Control Gesture for Better User Experience -- Part VI: New Methods and Applications in Software Engineering -- Adaptation of an ANN-Based Air Quality Forecasting Model to a New Application Area -- Checking Compliance of Program with SecureUML Model -- Generation of Test Data using Genetic Algorithm and Constraint Solver -- Investigating the Issues of using Agile Methods in Offshore Software Development in Sri Lanka -- A Method forAutomated Test Cases Generation from UML Models with String ConstraintS -- Mobile Application for Calculation of Optimal Route Between Searched Points of Interest -- On Implementation of the Assumption Generation Method for Component-Based Software Verification. |
| 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 |
Advanced Topics in Intelligent Information and Database Systems [documento electrónico] / Król, Dariusz, ; Nguyen, Ngoc Thanh, ; Shirai, Kiyoaki, . - 1 ed. . - [s.l.] : Springer, 2017 . - XIII, 561 p. 171 ilustraciones, 101 ilustraciones en color. ISBN : 978-3-319-56660-3 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Inteligencia Computacional Inteligencia artificial |
| Índice Dewey: |
006.3 Inteligencia artificial |
| Resumen: |
Este libro presenta investigaciones recientes sobre sistemas inteligentes de información y bases de datos. Las contribuciones cuidadosamente seleccionadas fueron inicialmente aceptadas para su presentación como carteles en la 9ª Conferencia Asiática sobre Sistemas Inteligentes de Información y Bases de Datos (ACIIDS 2017), celebrada del 5 de abril de 2017 en Kanazawa, Japón. Si bien las aportaciones son de un nivel científico avanzado, varias son accesibles para lectores no expertos. El libro reúne 47 capítulos divididos en seis partes principales: • Parte I. Del Machine Learning a la Minería de Datos. • Parte II. Big Data y sistemas colaborativos de apoyo a la toma de decisiones, • Parte III. Análisis, Detección, Seguimiento y Reconocimiento de Visión por Computador, • Parte IV. Procesamiento de textos con uso intensivo de datos, • Parte V. Innovaciones en tecnologías web e Internet, y • Parte VI. Nuevos métodos y aplicaciones en ingeniería de la información y del software. El libro es un excelente recurso para investigadores y quienes trabajan en algorítmica, inteligencia artificial y computacional, sistemas colaborativos, sistemas de apoyo y gestión de decisiones, procesamiento del lenguaje natural, procesamiento de imágenes y textos, tecnologías de Internet e ingeniería de software e información, así como para estudiantes interesados en dichas áreas de investigación. |
| Nota de contenido: |
Part I: From Machine Learning to Data Mining -- Analyzing Accident Prone Regions by Clustering -- Analyzing Life Insurance Data with Different Classification Techniques for Customers' Behavior Analysis -- Classification of Product Rating Using Data Mining Techniques -- MASS: a Semi-Supervised Multi-Label Classification Algorithm with Specific Feature -- Parallel Self-organizing Map Using Shared Virtual Memory Buffers -- Parametric Optimization of the Selected Classifiers in Binary Classification -- Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors -- A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio -- Part II: Big Data and Collaborative Decision Support Systems -- Bi-temporal Database Model for Legal Merger Transactions and Late-arriving Information Problem: the Case of Polish Merger Market -- Breathing Movement Analysis for Adjustment of Radiotherapy Planning -- Measuring Improvement in Access to Complete Data in Healthcare Collaborative Dabase Systems -- Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources -- The Social Influence on the Behavioral Intention to Use Mobile Electronic Medical Records -- Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake -- Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers -- Supply Chains of Cross-Border E-Commerce -- Towards Personalized Virtual Customer Experience -- Towards Big Management -- Part III: Computer Vision Analysis, Detection, Tracking and Recognition -- Combination of Collision Detection and Visibility Algorithms in Simulation of Effective Placement of Anti-Air Elements -- A Combination of Deep Learning and Hand-Designed Feature for Plant Identification based on Leaf and Flower Images -- An Efficient Defect Classification Algorithm for Ceramic Tiles -- Parking Assistant - Prediction of an Empty Parking Space inTime -- Recent Advances in the Field of Foreground Detection: An Overview -- Tracking of Bone Reparation Process with Using of Periosteal Callus Extraction based on Fuzzy C-Means Algorithm -- Part IV: Data-Intensive Text Processing -- Automatic Post-Editing of Kazakh Sentences Machine Translated from English -- Complex Technology of Machine Translation Resources Extension for the Kazakh Language -- Enhancing Latent Semantic Analysis by Embedding Tagging Algorithm in Retrieving Malay Text Documents -- Exploiting Distance Graph and Hidden Topic Models for Multi-label Text Classification -- Financial Reports and Financial News - An Information Content Gap Analysis -- The Great National Photocorpus of 20th-Century Vietnamese. Origins, assumptions and goals -- The Impact of User Sentiment Aroused by The-day-of-the-week on the Recommendation Effectiveness in Microblog -- Multi-Sentence Compression Using Word Graph and Integer Linear Programming -- A Performance Comparison of Feature Extraction Methods forSentiment Analysis -- A Study of Plagiarism Checker System Based on Chinese Word Segmentation and SQL Intersection Operation Technique -- Text Summarization Based on Classification Using ANFIS -- Part V: Innovations in Web and Internet Technologies -- Analysis of Indoor Positioning Based on BLE -- A Fusion Technique of Schema and Syntax Rules for Validating Open Data -- Job Description Language for a Browser-Based Computing Platform — A Preliminary Report -- Measuring the Effectiveness of Knowledge Driven Web Applications -- Responsive Data Table Solution with New Scrolling Control Gesture for Better User Experience -- Part VI: New Methods and Applications in Software Engineering -- Adaptation of an ANN-Based Air Quality Forecasting Model to a New Application Area -- Checking Compliance of Program with SecureUML Model -- Generation of Test Data using Genetic Algorithm and Constraint Solver -- Investigating the Issues of using Agile Methods in Offshore Software Development in Sri Lanka -- A Method forAutomated Test Cases Generation from UML Models with String ConstraintS -- Mobile Application for Calculation of Optimal Route Between Searched Points of Interest -- On Implementation of the Assumption Generation Method for Component-Based Software Verification. |
| 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 |
|  |
Hacer una sugerencia Refinar búsquedaAdvanced Topics in Intelligent Information and Database Systems / Król, Dariusz ; Nguyen, Ngoc Thanh ; Shirai, Kiyoaki
