Intelligent Decision Technologies 2017 : Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017) - Part II

Description

The volume presents a collection of peer-reviewed articles from the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT-17), held in Vilamoura, Algarve, Portugal on 21–23 June 2017. The conference addressed critical areas of computer science, as well as promoting knowledge transfer and the generation of new ideas in the field of intelligent decision making, project management and data analysis. The range of topics addressed includes methods of classification, prediction, data analysis, decision support, modeling, social media and many more in such diverse areas as finance, linguistics, management and transportation. Front Matter....Pages i-xviii Front Matter....Pages 1-1 A Development of Classification Model for Smartphone Addiction Recognition System Based on Smartphone Usage Data....Pages 3-12 Complex Object Recognition Based on Multi-shape Invariant Radon Transform....Pages 13-22 Genetic Algorithms Based Resampling for the Classification of Unbalanced Datasets....Pages 23-32 Analysis of Multiple Classifiers Performance for Discretized Data in Authorship Attribution....Pages 33-42 Speaker Identification in Noisy Conditions Using Short Sequences of Speech Frames....Pages 43-52 Human Activity Recognition Using Accelerometer and Photoplethysmographic Signals....Pages 53-62 Front Matter....Pages 63-63 When Energy Revolution Meets Digital Transformation....Pages 65-81 Decision-Controlled Digitization Architecture for Internet of Things and Microservices....Pages 82-92 Digital Enterprise Architecture Management in Tourism – State of the Art and Future Directions....Pages 93-102 Front Matter....Pages 103-103 Building Fuzzy Variance Gamma Option Pricing Models with Jump Levy Process....Pages 105-116 Evolutionary Regressor Selection in ARIMA Model for Stock Price Time Series Forecasting....Pages 117-126 Fuzzy ARTMAP with Binary Relevance for Multi-label Classification....Pages 127-135 Rough Set-Based Text Mining from a Large Data Repository of Experts’ Diagnoses for Power Systems....Pages 136-144 Front Matter....Pages 145-145 Applying Domain Knowledge for Data Quality Assessment in Dermatology....Pages 147-156 A Comparison of Predictive Analytics Solutions on Hadoop....Pages 157-168 A Data Analytics Framework for Business in Small and Medium-Sized Organizations....Pages 169-181 Front Matter....Pages 183-183 The Deep Learning Random Neural Network with a Management Cluster....Pages 185-195 The Importance of Paraconsistency and Paracompleteness in Intelligent Systems....Pages 196-205 Towards REX Method for Capitalizing the Knowledge of a Corporate Memory....Pages 206-215 Solar Power Monitoring System “SunMieru”....Pages 216-224 Front Matter....Pages 225-225 Visual Analysis of Eye Movement Data with Fixation Distance Plots....Pages 227-236 Which Symbols, Features, and Regions Are Visually Attended in Metro Maps?....Pages 237-246 Gaussian Function Improves Gaze-Controlled Gaming....Pages 247-257 Measurements of Contrast Detection Thresholds for Peripheral Vision Using Non-flashing Stimuli....Pages 258-267 Visual World Paradigm Data: From Preprocessing to Nonlinear Time-Course Analysis....Pages 268-277 Examining the Impact of Dental Imperfections on Scan-Path Patterns....Pages 278-286 Touch Input and Gaze Correlation on Tablets....Pages 287-296 Modeling Search in Web Environment: The Analysis of Eye Movement Measures and Patterns....Pages 297-307 Using Eye Trackers as Indicators of Diagnostic Markers: Implications from HCI Devices....Pages 308-315 Front Matter....Pages 317-317 Social Stream Clustering to Improve Events Extraction....Pages 319-329 A New Social Recommender System Based on Link Prediction Across Heterogeneous Networks....Pages 330-340 Social Market: Stock Market and Twitter Correlation....Pages 341-356 Back Matter....Pages 357-358