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

The papers in this volume are the refereed papers presented at AI-2015, the Thirty-fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2015 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Knowledge Discovery and Data Mining, Machine Learning and Knowledge Acquisition, and AI in Action, followed by application stream sections on Applications of Genetic Algorithms, Applications of Intelligent Agents and Evolutionary Techniques, and AI Applications. The volume also includes the text of short papers presented as posters at the conference. This is the thirty-second volume in the __Research and Development in Intelligent Systems__ series, which also incorporates the twenty-third volume in the __Applications and Innovations in Intelligent Systems__ series. These series are essential reading for those who wish to keep up to date with developments in this important field. 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 The papers in this volume are the refereed papers presented at AI-2015, the Thirty-fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2015 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Knowledge Discovery and Data Mining, Machine Learning and Knowledge Acquisition, and AI in Action, followed by application stream sections on Applications of Genetic Algorithms, Applications of Intelligent Agents and Evolutionary Techniques, and AI Applications. The volume also includes the text of short papers presented as posters at the conference. This is the thirty-second volume in the Research and Development in Intelligent Systems series, which also incorporates the twenty-third volume in the℗lApplications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field. ℗l