Research and Development in Intelligent Systems XXXII: Incorporating Applications and Innovations in Intelligent Systems XXIII

Front Matter....Pages i-xiv
Front Matter....Pages 1-2
Sparse Covariance Matrix Adaptation Techniques for Evolution Strategies....Pages 5-21
Front Matter....Pages 23-23
A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests....Pages 25-41
A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification....Pages 43-57
CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests....Pages 59-73
Front Matter....Pages 75-75
Fast Handwritten Digit Recognition with Multilayer Ensemble Extreme Learning Machine....Pages 77-89
Stylochronometry: Timeline Prediction in Stylometric Analysis....Pages 91-106
Semantic Analysis for Document Similarity and Search Queries....Pages 107-117
Social Trust in a Familiar Community....Pages 119-132
Front Matter....Pages 133-133
Surface Reconstruction from Point Clouds Using a Novel Variational Model....Pages 135-146
3D Spatial Reasoning Using the Clock Model....Pages 147-154
Scheduling with Structured Preferences....Pages 155-168
An Optimisation Algorithm Inspired by Dendritic Cells....Pages 169-180
Front Matter....Pages 181-181
Graph-Based Multi-Document Summarization: An Initial Investigation....Pages 183-189
Towards Expressive Rule Induction on IP Network Event Streams....Pages 191-196
A Hybrid Ensemble for Classifying and Repurposing Financial Entities....Pages 197-202
Data Mining and Knowledge Discovery Approach for Manufacturing in Process Data Optimization....Pages 203-208
Front Matter....Pages 209-210
Development of Temporal Logic-Based Fuzzy Decision Support System for Diagnosis of Acute Rheumatic Fever/Rheumatic Heart Disease....Pages 213-228
Front Matter....Pages 229-229
Optimising Skill Matching in the Service Industry for Large Multi-skilled Workforces....Pages 231-243
Hybrid Optimization Approach for Multi-Layer FTTH Network Design....Pages 245-259
A Genetic Algorithm Based Approach for Workforce Upskilling....Pages 261-272
Front Matter....Pages 273-273
Multi Agent Based Simulation Using Movement Patterns Mined from Video Data....Pages 275-287
Assembly of Neural Networks Within a Federation of Rational Agents for the Diagnosis of Acute Coronary Syndromes....Pages 289-300
Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning....Pages 301-315
Front Matter....Pages 317-317
A Novel K-Means Voice Activity Detection Algorithm Using Linear Cross Correlation on the Standard Deviation of Linear Predictive Coding....Pages 319-330
Opinionated Explanations for Recommendation Systems....Pages 331-344
The Influence of Virtual Reality on the Perception of Artificial Intelligence Characters in Games....Pages 345-357
Front Matter....Pages 359-359
Eugene: A Generic Interactive Genetic Algorithm Controller....Pages 361-366
Automatically Geotagging Articles in the Welsh Newspapers Online Collection....Pages 367-373
Contextual Sequential Pattern Mining in Games: Rock, Paper, Scissors, Lizard, Spock....Pages 375-380
On the Way Towards Automated Planning and Budgeting: Combining Fuzzy Planning with CBR Learning Systems....Pages 381-386
A Comparative Analysis of Ranking Methods in a Hybrid Filter-Wrapper Model for Feature Selection in DNA Microarrays....Pages 387-392
A New Content-Based Recommendation Algorithm for Job Recruiting....Pages 393-398
Mining Fuzzy Time-Interval Patterns in Clinical Databases....Pages 399-404
A Sense-Think-Act Architecture for Low-Cost Mobile Robotics....Pages 405-410