Intelligent Decision Technologies 2016: Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016) – Part I

Front Matter....Pages i-xvi
Front Matter....Pages 1-1
Grouping Like-Minded Users for Ratings’ Prediction....Pages 3-14
An Approach for Designing Order Size Dependent Lead Time Models for Use in Inventory and Supply Chain Management....Pages 15-25
Clique Editing to Support Case Versus Control Discrimination....Pages 27-36
Detecting Value-Added Tax Evasion by Business Entities of Kazakhstan....Pages 37-49
On Classification of Linguistic Data—Case Study: Post-operative....Pages 51-61
Solving Technician and Task Scheduling Problems with an Intelligent Decision Heuristic....Pages 63-75
Scheduling System for Multiple Unmanned Aerial Vehicles in Indoor Environments Using the CSP Approach....Pages 77-87
An Ontology Supporting Multiple-Criteria Decision Analysis Method Selection....Pages 89-99
A Hybrid Approach to Decision Support for Resource-Constrained Scheduling Problems....Pages 101-113
Prediction of Length of Hospital Stay in Preterm Infants a Case-Based Reasoning View....Pages 115-128
The Shapley Value on a Class of Cooperative Games Under Incomplete Information....Pages 129-139
Modeling and Property Analysis of E-Commerce Logistics Supernetwork....Pages 141-149
Maximum Lifetime Problem in Sensor Networks with Limited Channel Capacity....Pages 151-163
Statistical Method for the Problem of Bronchopulmonary Dysplasia Classification in Pre-mature Infants....Pages 165-179
The Rank Reversals Paradox in Management Decisions: The Comparison of the AHP and COMET Methods....Pages 181-191
A New Approach to a Derivation of a Priority Vector from an Interval Comparison Matrix in a Group AHP Framework....Pages 193-201
Toward a Conversation Partner Agent for People with Aphasia: Assisting Word Retrieval....Pages 203-213
Intelligent Monitoring of Complex Discrete-Event Systems....Pages 215-229
Anticipation Based on a Bi-Level Bi-Objective Modeling for the Decision-Making in the Car-Following Behavior....Pages 231-241
Probabilistic Ontology Definition Meta-Model....Pages 243-254
Front Matter....Pages 1-1
Development Aid Decision Making Framework Based on Hybrid MCDM....Pages 255-266
Front Matter....Pages 267-267
Measuring Quality of Decision Rules Through Ranking of Conditional Attributes....Pages 269-279
Greedy Algorithm for Optimization of Association Rules Relative to Length....Pages 281-292
Decision Rules with Collinearity Models....Pages 293-304
PLA Based Strategy for Solving MRCPSP by a Team of Agents....Pages 305-315
Apache Spark Implementation of the Distance-Based Kernel-Based Fuzzy C-Means Clustering Classifier....Pages 317-324
Ant Clustering Algorithm with Information Theoretic Learning....Pages 325-335
Kernel-Based Fuzzy C-Means Clustering Algorithm for RBF Network Initialization....Pages 337-347
Properties of the Island-Based and Single Population Differential Evolution Algorithms Applied to Discrete-Continuous Scheduling....Pages 349-359
An Improved Agent-Based Approach to the Dynamic Vehicle Routing Problem....Pages 361-370
Front Matter....Pages 371-371
Predictive Strength of Bayesian Networks for Diagnosis of Depressive Disorders....Pages 373-382
Automatic Human Activity Segmentation and Labeling in RGBD Videos....Pages 383-394
Smart Under-Sampling for the Detection of Rare Patterns in Unbalanced Datasets....Pages 395-404
Personal Recommendation System for Improving Sleep Quality....Pages 405-412
Multivariate Direction Scoring for Dimensionality Reduction in Classification Problems....Pages 413-423
An Efficient Technique for Real-Time Human Activity Classification Using Accelerometer Data....Pages 425-434
Front Matter....Pages 435-435
A Double Layer Neural Network Based on Artificial Bee Colony Algorithm for Solving Quadratic Bi-Level Programming Problem....Pages 437-446
A Memetic Fuzzy ARTMAP by a Grammatical Evolution Approach....Pages 447-456
Particle Swarm Optimization Based Support Vector Machine for Human Tracking....Pages 457-470
Back Matter....Pages 471-472