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Advanced Topics in Intellig...
This book presents recent research in intelligent information and database systems. The carefully selected contributions were initially accepted for presentation as posters at the 9th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2017) held from to 5 April 2017 in Kanazawa, Japan. While the contributions are of an advanced scientific level, several are accessible for non-expert readers. The book brings together 47 chapters divided into six main parts: \2022 Part I. From Machine Learning to Data Mining. \2022 Part II. Big Data and Collaborative Decision Support Systems, \2022 Part III. Computer Vision Analysis, Detection, Tracking and Recognition, \2022 Part IV. Data-Intensive Text Processing, \2022 Part V. Innovations in Web and Internet Technologies, and \2022 Part VI. New Methods and Applications in Information and Software Engineering. The book is an excellent resource for researchers and those working in algorithmics, artificial and computational intelligence, collaborative systems, decision management and support systems, natural language processing, image and text processing, Internet technologies, and information and software engineering, as well as for students interested in such research areas
Monografía
monografia Rebiun18727928 https://catalogo.rebiun.org/rebiun/record/Rebiun18727928 cr nn 008mamaa 170322s2017 gw | s |||| 0|eng d 9783319566603 978-3-319-56660-3 10.1007/978-3-319-56660-3 doi CBUC 991049429289706706 UPVA 996885014603706 UAM 991007838553204211 UCAR 991007914014404213 UR0409123 UYQ bicssc COM004000 bisacsh 006.3 23 Advanced Topics in Intelligent Information and Database Systems Recurso electrónico-En línea] edited by Dariusz Król, Ngoc Thanh Nguyen, Kiyoaki Shirai Cham Springer International Publishing Imprint: Springer 2017 Cham Cham Springer International Publishing Imprint: Springer XIII, 561 p. 171 illus., 101 illus. in color. online resource XIII, 561 p. 171 illus., 101 illus. in color. Text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Studies in Computational Intelligence 1860-949X 710 Engineering (Springer-11647) Part I: From Machine Learning to Data Mining -- Analyzing Accident Prone Regions by Clustering -- Analyzing Life Insurance Data with Di\FB00erent Classi\FB01cation Techniques for Customers\2019 Behavior Analysis -- Classi\FB01cation of Product Rating Using Data Mining Techniques -- MASS: a Semi-Supervised Multi-Label Classi\FB01cation Algorithm with Speci\FB01c Feature -- Parallel Self-organizing Map Using Shared Virtual Memory Bu\FB00ers -- Parametric Optimization of the Selected Classi\FB01ers in Binary Classi\FB01cation -- 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 In\FB02uence 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 E\FB00ective Placement of Anti-Air Elements -- A Combination of Deep Learning and Hand-Designed Feature for Plant Identi\FB01cation based on Leaf and Flower Images -- An E\FB03cient Defect Classi\FB01cation Algorithm for Ceramic Tiles -- Parking Assistant - Prediction of an Empty Parking Space in Time -- 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 Classi\FB01cation -- 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 E\FB00ectiveness in Microblog -- Multi-Sentence Compression Using Word Graph and Integer Linear Programming -- A Performance Comparison of Feature Extraction Methods for Sentiment Analysis -- A Study of Plagiarism Checker System Based on Chinese Word Segmentation and SQL Intersection Operation Technique -- Text Summarization Based on Classi\FB01cation 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 \2014 A Preliminary Report -- Measuring the E\FB00ectiveness 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 O\FB00shore Software Development in Sri Lanka -- A Method for Automated 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 Veri\FB01cation Accesible sólo para usuarios de la UPV Recurso a texto completo This book presents recent research in intelligent information and database systems. The carefully selected contributions were initially accepted for presentation as posters at the 9th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2017) held from to 5 April 2017 in Kanazawa, Japan. While the contributions are of an advanced scientific level, several are accessible for non-expert readers. The book brings together 47 chapters divided into six main parts: \2022 Part I. From Machine Learning to Data Mining. \2022 Part II. Big Data and Collaborative Decision Support Systems, \2022 Part III. Computer Vision Analysis, Detection, Tracking and Recognition, \2022 Part IV. Data-Intensive Text Processing, \2022 Part V. Innovations in Web and Internet Technologies, and \2022 Part VI. New Methods and Applications in Information and Software Engineering. The book is an excellent resource for researchers and those working in algorithmics, artificial and computational intelligence, collaborative systems, decision management and support systems, natural language processing, image and text processing, Internet technologies, and information and software engineering, as well as for students interested in such research areas Reproducción electrónica Forma de acceso: Web Engineering Artificial intelligence Computational intelligence Engineering Computational Intelligence Artificial Intelligence (incl. Robotics) Król, Dariusz. editor Nguyen, Ngoc Thanh. editor Shirai, Kiyoaki. editor SpringerLink (Servicio en línea) Springer eBooks Springer eBooks Printed edition 9783319566597 Studies in Computational Intelligence 1860-949X 710