International Joint Conference SOCO’14-CISIS’14-ICEUTE’14: Bilbao, Spain, June 25th-27th, 2014, Proceedings

Front Matter....Pages 1-20
A Strength Pareto Approach and a Novel Formulation in the Reporting Cells Planning....Pages 1-10
A New Iterative Approach for Finding Nearest Neighbors Using Space-Filling Curves for Fast Graphs Visualization....Pages 11-20
Classification via Nearest Prototype Classifier Utilizing Artificial Bee Colony on CUDA....Pages 21-30
A Proposal of Good Practice in the Formulation and Comparison of Meta-heuristics for Solving Routing Problems....Pages 31-40
Soft Computing Metamodels for the Failure Prediction of T-stub Bolted Connections....Pages 41-51
An Overall Performance Comparative of GA-PARSIMONY Methodology with Regression Algorithms....Pages 53-62
Evolutionary Simulation of Complex Networks’ Structures with Specific Functional Properties....Pages 63-72
Inventory Routing Problem with Stochastic Demand and Lead Time: State of the Art....Pages 73-82
Hybrid Evolutionary Workflow Scheduling Algorithm for Dynamic Heterogeneous Distributed Computational Environment....Pages 83-92
A Bi-objective Harmony Search Approach for Deploying Cost-Effective Multi-hop Communications over Large-Area Wildfires....Pages 93-103
Hyperspectral Image Analysis Based on Quad Tree Decomposition....Pages 105-113
Gaussian Process-Based Inferential Control System....Pages 115-124
Effect of Initial Conditioning of Reinforcement Learning Agents on Feedback Control Tasks over Continuous State and Action Spaces....Pages 125-133
Privacy Protection in Trust Models for Agent Societies....Pages 135-144
Multi-agent Artificial Immune System for Network Intrusion Detection and Classification....Pages 145-154
Double Randomized Estimation of Russian Blue Chips Based on Imprecise Information....Pages 155-164
Combination of the Finite Element Method and Data Mining Techniques to Design and Optimize Bearings....Pages 165-174
An Approach of Fuzzy Models for Supplier Assessment and Selection....Pages 175-184
KNN Regression as Geo-Imputation Method for Spatio-Temporal Wind Data....Pages 185-193
Online Identification of Odometer Parameters of a Mobile Robot....Pages 195-206
Application of AdaSS Ensemble Approach for Prediction of Power Plant Generator Tension....Pages 207-216
Application of RBF Neural Network in Sensorless Control of A.C. Drive with Induction Motor....Pages 217-227
Enhancements for a Robust Fuzzy Detection of Stress....Pages 229-238
Neural Networks Using Hausdorff Distance, SURF and Fisher Algorithms for Ear Recognition....Pages 239-249
A Novel Harmony Search Algorithm for One-Year-Ahead Energy Demand Estimation Using Macroeconomic Variables....Pages 251-258
Sensitivity Based Feature Selection for Recurrent Neural Network Applied to Forecasting of Heating Gas Consumption....Pages 259-268
Combining Support Vector Machines and Segmentation Algorithms for Efficient Anomaly Detection: A Petroleum Industry Application....Pages 269-278
Comparison Analysis of Regression Models Based on Experimental and FEM Simulation Datasets Used to Characterize Electrolytic Tinplate Materials....Pages 279-288
Design Method for a Scalable Modular Structure Product Family....Pages 289-299
Improvement in Manufacturing Welded Products through Multiple Response Surface Methodology and Data Mining Techniques....Pages 301-310
Logistics Process Modelling in Supply Chain – Algorithm of Coordination in the Supply Chain – Contracting....Pages 311-320
Detecting Stack Based Kernel Information Leaks....Pages 321-331
A Chain of Attacks and Countermeasures Applied to a Group Key Transfer Protocol....Pages 333-342
EEG-Based User Authentication Using Artifacts....Pages 343-353
Specifying and Verifying Meta-Security by Means of Semantic Web Methods....Pages 355-365
Experiments on Trust Prediction Based on Reputation Features....Pages 367-374
Cryptanalytic Results on Knapsack Cryptosystem Using Binary Particle Swarm Optimization....Pages 375-384
Mobile Agent Security Based on Artificial Immune System....Pages 385-395
Improving the Period and Linear Span of the Sequences Generated by DLFSRs....Pages 397-406
Prediction of Sequences Generated by LFSR Using Back Propagation MLP....Pages 407-412
An Efficient Heterogeneous Approach to Building Compressed Automata for Malware Signature Matching....Pages 413-422
Mining in Dynamically Composed Scripted 3D Scenes for Better Access Control – Computational Evaluation....Pages 423-432
Evolutionary Cost-Sensitive Ensemble for Malware Detection....Pages 433-442
A Survey on Static Analysis and Model Checking....Pages 443-452
Methodological Security Verification of a Registration Protocol....Pages 453-462
Supervised Learning Approaches with Majority Voting for DNS Tunneling Detection....Pages 463-472
Packet Header Anomaly Detection Using Statistical Analysis....Pages 473-482
Highly Space Efficient Blacklisting....Pages 483-493
Vulnerabilities in a Two-Factor User Authentication in Multi-server Networks Protocol....Pages 495-504
Optimizing Network Energy Consumption through Intrusion Prevention Systems....Pages 505-515
Anomalous User Comment Detection in Social News Websites....Pages 517-526
Modelling HTTP Requests with Regular Expressions for Detection of Cyber Attacks Targeted at Web Applications....Pages 527-535
An Empirical Study on Word Sense Disambiguation for Adult Content Filtering....Pages 537-544
Network Traffic Prediction and Anomaly Detection Based on ARFIMA Model....Pages 545-554
Visualization and Efficiency in Teaching Mathematics....Pages 555-564
Lab Classes in Chemistry Learning an Artificial Intelligence View....Pages 565-575
Back Matter....Pages 577-579