Advanced Topics in Intelligent Information and Database Systems

Front Matter....Pages i-xiii
Front Matter....Pages 1-1
Analyzing Accident Prone Regions by Clustering....Pages 3-13
Analyzing Life Insurance Data with Different Classification Techniques for Customers’ Behavior Analysis....Pages 15-25
Classification of Product Rating Using Data Mining Techniques....Pages 27-36
MASS: A Semi-supervised Multi-label Classification Algorithm with Specific Features....Pages 37-47
Parallel Self-organizing Map Using Shared Virtual Memory Buffers....Pages 49-58
Parametric Optimization of the Selected Classifiers in Binary Classification....Pages 59-69
Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors....Pages 71-80
A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio....Pages 81-92
Front Matter....Pages 93-93
Bi-temporal Database Model for Legal Merger Transactions and Late-Arriving Information Problem: The Case of Polish Merger Market....Pages 95-104
Breathing Movement Analysis for Adjustment of Radiotherapy Planning....Pages 105-116
Measuring Improvement in Access to Complete Data in Healthcare Collaborative Database Systems....Pages 117-127
Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources....Pages 129-139
The Social Influence on the Behavioral Intention to Use Mobile Electronic Medical Records....Pages 141-150
Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake....Pages 151-160
Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers....Pages 161-171
Supply Chains of Cross-Border e-Commerce....Pages 173-183
Towards a Personalized Virtual Customer Experience....Pages 185-195
Towards Big Management....Pages 197-209
Front Matter....Pages 211-211
Combination of Collision Detection and Visibility Algorithms in Simulation of the Effective Placement of Anti-air Elements....Pages 213-221
A Combination of Deep Learning and Hand-Designed Feature for Plant Identification Based on Leaf and Flower Images....Pages 223-233
Front Matter....Pages 211-211
An Efficient Defect Classification Algorithm for Ceramic Tiles....Pages 235-247
Parking Assistant—Prediction of an Empty Parking Space in Time....Pages 249-260
Recent Advances in the Field of Foreground Detection: An Overview....Pages 261-269
Tracking of Bone Reparation Process with Using of Periosteal Callus Extraction Based on Fuzzy C-means Algorithm....Pages 271-280
Front Matter....Pages 281-281
Automatic Post-editing of Kazakh Sentences Machine Translated from English....Pages 283-295
Complex Technology of Machine Translation Resources Extension for the Kazakh Language....Pages 297-307
Enhancing Latent Semantic Analysis by Embedding Tagging Algorithm in Retrieving Malay Text Documents....Pages 309-319
Exploiting Distance Graph and Hidden Topic Models for Multi-label Text Classification....Pages 321-331
Financial Reports and Financial News—An Information Content Gap Analysis....Pages 333-342
The Great National Photocorpus of 20th-Century Vietnamese. Origins, Assumptions and Goals....Pages 343-353
The Impact of User Sentiment Aroused by The-Day-of-the-Week on the Recommendation Effectiveness in Microblog....Pages 355-366
Multi-sentence Compression Using Word Graph and Integer Linear Programming....Pages 367-377
A Performance Comparison of Feature Extraction Methods for Sentiment Analysis....Pages 379-390
A Study of Plagiarism Checker System Based on Chinese Word Segmentation and SQL Intersection Operation Technique....Pages 391-403
Text Summarization Based on Classification Using ANFIS....Pages 405-417
Front Matter....Pages 419-419
Analysis of Indoor Positioning Based on BLE....Pages 421-430
A Fusion Technique of Schema and Syntax Rules for Validating Open Data....Pages 431-442
Job Description Language for a Browser-Based Computing Platform—A Preliminary Report....Pages 443-453
Measuring the Effectiveness of Knowledge Driven Web Applications....Pages 455-466
Responsive Data Table Solution with New Scrolling Control Gesture for Better User Experience....Pages 467-476
Front Matter....Pages 477-477
Adaptation of an ANN-Based Air Quality Forecasting Model to a New Application Area....Pages 479-488
Checking Compliance of Program with SecureUML Model....Pages 489-498
Generation of Test Data Using Genetic Algorithm and Constraint Solver....Pages 499-513
Investigating the Issues of Using Agile Methods in Offshore Software Development in Sri Lanka....Pages 515-523
A Method for Automated Test Cases Generation from UML Models with String Constraints....Pages 525-536
Mobile Application for Calculation of Optimal Route Between Searched Points of Interest....Pages 537-547
On Implementation of the Assumption Generation Method for Component-Based Software Verification....Pages 549-558
Back Matter....Pages 559-561