Hybrid Artificial Intelligent Systems: 10th International Conference, HAIS 2015, Bilbao, Spain, June 22-24, 2015, Proceedings (Lecture Notes in Computer Science Book 9121)

This Volume Constitutes The Proceedings Of The 10th International Conference On Hybrid Artificial Intelligent Systems, Hais 2015, Held Bilbao, Spain, June 2014. The 60 Papers Published In This Volume Were Carefully Reviewed And Selected From 190 Submissions. They Are Organized In Topical Sections Such As Data Mining And Knowledge Discovery; Video And Image Analysis; Bio-inspired Models And Evolutionary Computation; Learning Algorithms; Hybrid Intelligent Systems For Data Mining And Applications; Classification And Cluster Analysis, Hais Applications. Data Mining And Knowledge Discovery -- Video And Image Analysis -- Bio-inspired Models And Evolutionary Computation -- Learning Algorithms -- Hybrid Intelligent Systems For Data Mining And Applications -- Classification And Cluster Analysis -- Hais Applications. Edited By Enrique Onieva, Igor Santos, Eneko Osaba, Héctor Quintián, Emilio Corchado. Front Matter....Pages I-XVIII Front Matter....Pages 1-1 Frequent Sets Discovery in Privacy Preserving Quantitative Association Rules Mining....Pages 3-15 An Instance of Social Intelligence in the Internet of Things: Bread Making Recipe Recommendation by ELM Regression....Pages 16-25 Random Forests and Gradient Boosting for Wind Energy Prediction....Pages 26-37 Agent-Based Web Resource Acquisition System for Scientific Knowledge Base....Pages 38-49 An Efficient Nearest Neighbor Method for Protein Contact Prediction....Pages 50-60 Interface for Composing Queries for Complex Databases for Inexperienced Users....Pages 61-72 A Structural Pattern Mining Approach for Credit Risk Assessment....Pages 73-84 Front Matter....Pages 85-85 A Novel Technique for Human Face Recognition Using Fractal Code and Bi-dimensional Subspace....Pages 87-98 A Platform for Matching Context in Real Time....Pages 99-110 Motion Capture Systems for Jump Analysis....Pages 111-124 Expert System for Handwritten Numeral Recognition Using Dynamic Zoning....Pages 125-135 Arabic Handwriting Recognition Based on Synchronous Multi-stream HMM Without Explicit Segmentation....Pages 136-145 Image Segmentation Based on Hybrid Adaptive Active Contour....Pages 146-156 Particle Swarm Optimizer with Finite Velocity of Information Transmission....Pages 157-169 Front Matter....Pages 171-171 Cryptanalysis of Simplified-AES Using Intelligent Agent....Pages 173-187 A Discrete Bat Algorithm for the Community Detection Problem....Pages 188-199 Emergence of Cooperation Through Simulation of Moral Behavior....Pages 200-212 MC-PSO/DE Hybrid with Repulsive Strategy – Initial Study....Pages 213-220 OVRP_ICA: An Imperialist-Based Optimization Algorithm for the Open Vehicle Routing Problem....Pages 221-233 New Adaptive Approach for Multi-chaotic Differential Evolution Concept....Pages 234-243 Front Matter....Pages 171-171 Automatic Design of Radial Basis Function Networks Through Enhanced Differential Evolution....Pages 244-256 Performance Evaluation of Ant Colony Systems for the Single-Depot Multiple Traveling Salesman Problem....Pages 257-268 A Metaheuristic Hybridization Within a Holonic Multiagent Model for the Flexible Job Shop Problem....Pages 269-281 Quantum Evolutionary Methods for Real Value Problems....Pages 282-293 A Modified Wind Driven Optimization Model for Global Continuous Optimization....Pages 294-304 Front Matter....Pages 305-305 Input Filters Implementing Diversity in Ensemble of Neural Networks....Pages 307-318 Learning-Based Multi-agent System for Solving Combinatorial Optimization Problems: A New Architecture....Pages 319-332 A Novel Approach to Detect Single and Multiple Faults in Complex Systems Based on Soft Computing Techniques....Pages 333-344 Using Mouse Dynamics to Assess Stress During Online Exams....Pages 345-356 Modeling Users Emotional State for an Enhanced Human-Machine Interaction....Pages 357-368 Front Matter....Pages 369-369 Neuro-Fuzzy Analysis of Atmospheric Pollution....Pages 371-381 Improving Earthquake Prediction with Principal Component Analysis: Application to Chile....Pages 382-392 Detecting Anomalies in Embedded Computing Systems via a Novel HMM-Based Machine Learning Approach....Pages 393-404 Using Dalvik Opcodes for Malware Detection on Android....Pages 405-415 Exemplar Selection Using Collaborative Neighbor Representation....Pages 416-426 On Sentiment Polarity Assignment in the Wordnet Using Loopy Belief Propagation....Pages 427-438 Front Matter....Pages 439-450 Evaluation of Relative Indexes for Multi-objective Clustering....Pages 451-462 A Hybrid Analytic Hierarchy Process for Clustering and Ranking Best Location for Logistics Distribution Center....Pages 463-463 Front Matter....Pages 465-476 Resampling Multilabel Datasets by Decoupling Highly Imbalanced Labels....Pages 477-488 Creating Effective Error Correcting Output Codes for Multiclass Classification....Pages 463-463 FM3S: Features-Based Measure of Sentences Semantic Similarity....Pages 489-501 Improving Enzyme Function Classification Performance Based on Score Fusion Method....Pages 502-514 A Low-Power Context-Aware System for Smartphone Using Hierarchical Modular Bayesian Networks....Pages 515-529 Front Matter....Pages 530-542 A Parallel Meta-heuristic for Solving a Multiple Asymmetric Traveling Salesman Problem with Simulateneous Pickup and Delivery Modeling Demand Responsive Transport Problems....Pages 543-554 Self-Organizing Maps Fusion: An Approach to Different Size Maps....Pages 555-555 Cloud Robotics in FIWARE: A Proof of Concept....Pages 557-567 Comparing Measurement and State Vector Data Fusion Algorithms for Mobile Phone Tracking Using A-GPS and U-TDOA Measurements....Pages 568-579 Hybrid U-TDOA and A-GPS for Vehicle Positioning and Tracking....Pages 580-591 Parallelizing NSGAII for Accelerating the Registration Areas Optimization in Mobile Communication Networks....Pages 592-604 Improving Hotel Room Demand Forecasting with a Hybrid GA-SVR Methodology Based on Skewed Data Transformation, Feature Selection and Parsimony Tuning....Pages 605-619 A Survey of Hybrid Artificial Intelligence Algorithms for Dynamic Vehicle Routing Problem....Pages 620-631 A Straightforward Implementation of a GPU-accelerated ELM in R with NVIDIA Graphic Cards....Pages 632-643 Real Implantation of an Expert System for Elderly Home Care....Pages 644-655 A Novel Hybrid Algorithm for Solving the Clustered Vehicle Routing Problem....Pages 656-667 Trading-off Accuracy vs Energy in Multicore Processors via Evolutionary Algorithms Combining Loop Perforation and Static Analysis-Based Scheduling....Pages 668-678 Distributed Tabu Searches in Multi-agent System for Permutation Flow Shop Scheduling Problem....Pages 679-689 Content Based Image Retrieval for Large Medical Image Corpus....Pages 690-701 Twitter Sentiment Analysis Using Deep Convolutional Neural Network....Pages 702-713 Back Matter....Pages 714-725 ....Pages 726-737