Intelligent and Evolutionary Systems: The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings

Front Matter....Pages i-xv
Front Matter....Pages 1-1
An Experimental Analysis of a Robust Pheromone-Based Algorithm for the Patrolling Problem....Pages 3-14
An Improved Evacuation Guidance System Based on Ant Colony Optimization....Pages 15-27
Computational Models Based on Forgiveness Mechanism for Untrustworthy Agents....Pages 29-42
A New Adaptive Genetic Algorithm for Community Structure Detection....Pages 43-55
A Logical Model of Communication Channels....Pages 57-71
Front Matter....Pages 73-73
A New Approach for Wrapper Feature Selection Using Genetic Algorithm for Big Data....Pages 75-83
An Enhanced Univariate Discretization Based on Cluster Ensembles....Pages 85-98
Recursive Binary Tube Partitioning for Classification....Pages 99-107
Extreme-Centroid Tree for Outlier Detection....Pages 109-117
Gaussian Fuzzy Integral Based Classification....Pages 119-128
Predicting Duration of CKD Progression in Patients with Hypertension and Diabetes....Pages 129-141
Prediction of Student Dropout Using Personal Profile and Data Mining Approach....Pages 143-155
The Optimization of Parallel DBN Based on Spark....Pages 157-169
Predicting Potential Retweeters for a Microblog on Twitter....Pages 171-186
Front Matter....Pages 187-187
An Implementation of Tree-Seed Algorithm (TSA) for Constrained Optimization....Pages 189-197
Utilization of Bat Algorithm for Solving Uncapacitated Facility Location Problem....Pages 199-208
Implementation of Bat Algorithm on 2D Strip Packing Problem....Pages 209-218
Base Hybrid Approach for TSP Based on Neural Networks and Ant Colony Optimization....Pages 219-226
The Analysis of Migrating Birds Optimization Algorithm with Neighborhood Operator on Traveling Salesman Problem....Pages 227-237
Solving the IEEE CEC 2015 Dynamic Benchmark Problems Using Kalman Filter Based Dynamic Multiobjective Evolutionary Algorithm....Pages 239-252
Front Matter....Pages 253-253
Ideation Support Based on Infomorphism for Designing Beneficial Inconvenience....Pages 255-266
A Solution to the Cold-Start Problem in Recommender Systems Based on Social Choice Theory....Pages 267-279
Named Entity Recognition Through Learning from Experts....Pages 281-292
A Decision-Support Tool for Humanitarian Logistics....Pages 293-304
B-Spline Curve Knot Estimation by Using Niched Pareto Genetic Algorithm (NPGA)....Pages 305-316
Front Matter....Pages 317-317
Computational Red Teaming in a Sudoku Solving Context: Neural Network Based Skill Representation and Acquisition....Pages 319-332
Exploring Swarm-Based Visual Effects....Pages 333-341
Empirical Analysis of Mobile Augmented Reality Games for Engaging Users’ Experience....Pages 343-355
Automated Differential Evolution for Solving Dynamic Economic Dispatch Problems....Pages 357-369
Front Matter....Pages 371-371
An Agent-Based Model of Smart Supply Chain Networks....Pages 373-384
Low Cost Parking Space Management System....Pages 385-393
Campus Access Control and Management System....Pages 395-404
Lip-Reading: Toward Phoneme Recognition Through Lip Kinematics....Pages 405-414
Object Matching Using Speeded Up Robust Features....Pages 415-427
Back Matter....Pages 429-429