Intelligent Decision Technologies 2017: Proceedings Of The 9th Kes International Conference On Intelligent Decision Technologies (kes-idt 2017) ? Part I (smart Innovation, Systems And Technologies)

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. Read more... Abstract: 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. Read more... Front Matter....Pages i-xvii Front Matter....Pages 1-1 The Shapley Value and Consistency Axioms of Cooperative Games Under Incomplete Information....Pages 3-12 Patients’ EEG Data Analysis via Spectrogram Image with a Convolution Neural Network....Pages 13-21 Decremental Subset Construction....Pages 22-36 Using Alloy for Verifying the Integration of OLAP Preferences in a Hybrid What-If Scenario Application....Pages 37-47 Electrohydrodynamic Effect Simulation and Method of Its Optimization....Pages 48-57 Front Matter....Pages 59-59 Incremetal GEP-Based Ensemble Classifier....Pages 61-70 Applying the Intelligent Decision Heuristic to Solve Large Scale Technician and Task Scheduling Problems....Pages 71-81 Manipulability of Majority Relation-Based Collective Decision Rules....Pages 82-91 Stacking-Based Integrated Machine Learning with Data Reduction....Pages 92-103 Front Matter....Pages 105-105 A Hybrid Approach to Conceptual Classification and Ranking of Resumes and Their Corresponding Job Posts....Pages 107-119 Chaotic Nature of Eye Movement Signal....Pages 120-129 Dispersed System with Dynamically Generated Non–disjoint Clusters – Application of Attribute Selection....Pages 130-139 Generational Feature Elimination to Find All Relevant Feature Subset....Pages 140-148 Optimization of Exact Decision Rules Relative to Length....Pages 149-158 Evaluating Importance for Numbers of Bins in Discretised Learning and Test Sets....Pages 159-169 Front Matter....Pages 171-171 Decision Making Beyond Pattern Recognition: Classification or Rejection....Pages 173-183 Assessing the Similarity of Situations and Developments by Using Metrics....Pages 184-196 ISS-EWATUS Decision Support System - Overview of Achievements....Pages 197-206 Interval-Valued Intuitionistic Fuzzy Cognitive Maps for Supplier Selection....Pages 207-217 MLEM2 Rule Induction Algorithm with Multiple Scanning Discretization....Pages 218-227 Front Matter....Pages 171-171 Heuristic Method of Air Defense Planning for an Area Object with the Use of Very Short Range Air Defense....Pages 228-235 An Optimization Problem of Air Defense Planning for an Area Object....Pages 236-245 Forecasting Social Security Revenues in Jordan Using Fuzzy Cognitive Maps....Pages 246-254 Fuzzy Cognitive Maps Employing ARIMA Components for Time Series Forecasting....Pages 255-264 Applying Roughication to Support Establishing Intensive Insulin Therapy at Onset of T1D....Pages 265-272 Tips Service and Water Diary An Innovative Decision Support System for the Efficient Water Usage at Households....Pages 273-280 Front Matter....Pages 281-281 Strict and Strong Consistency in Pairwise Comparisons Matrix with Fuzzy Elements....Pages 283-292 Adjustment from Inconsistent Comparisons in AHP to Perfect Consistency....Pages 293-300 A Macroeconomic Model for Service Science Capitalism: Thetical and Antithetical Economics....Pages 301-308 Managerial Decisions Modelling for the Company Development Strategy....Pages 309-320 Super Pairwise Comparison Matrix in the Dominant AHP with Hierarchical Criteria....Pages 321-327 Back Matter....Pages 329-330