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Advanced topics in intelligent information and database systems

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Advanced topics in intelligent information and database systems/ edited by Dariusz Krol, Ngoc Thanh Nguyen, Kiyoaki Shirai.
other author:	Krol, Dariusz.
Published:	Cham :Imprint: Springer, : 2017.,
Description:	xiii, 561 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Artificial intelligence. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-56660-3
ISBN:	9783319566603

Advanced topics in intelligent information and database systems
Advanced topics in intelligent information and database systems[electronic resource] /edited by Dariusz Krol, Ngoc Thanh Nguyen, Kiyoaki Shirai. - Cham :Imprint: Springer,2017. - xiii, 561 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v.7101860-949X ;. - Studies in computational intelligence ;v. 50. .

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 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 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 for Sentiment 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 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 Veriﬁcation.

ISBN: 9783319566603

Standard No.: 10.1007/978-3-319-56660-3doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q335

Dewey Class. No.: 006.3

Advanced topics in intelligent information and database systems
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