International Joint Conference CISIS’12-ICEUTE´12-SOCO´12 Special Sessions

Description

This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at CISIS 2012 and ICEUTE 2012, both conferences held in the beautiful and historic city of Ostrava (Czech Republic), in September 2012. CISIS aims to offer a meeting opportunity for academic and industry-related researchers belonging to the various, vast communities of Computational Intelligence, Information Security, and Data Mining. The need for intelligent, flexible behaviour by large, complex systems, especially in mission-critical domains, is intended to be the catalyst and the aggregation stimulus for the overall event. After a through peer-review process, the CISIS 2012 International Program Committee selected 30 papers which are published in these conference proceedings achieving an acceptance rate of 40%. In the case of ICEUTE 2012, the International Program Committee selected 4 papers which are published in these conference proceedings. The selection of papers was extremely rigorous in order to maintain the high quality of the conference and we would like to thank the members of the Program Committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference and the CISIS and ICEUTE conferences would not exist without their help. Front Matter....Pages 1-26 Automatic Analysis of Web Service Honeypot Data Using Machine Learning Techniques....Pages 1-11 A Security Pattern-Driven Approach toward the Automation of Risk Treatment in Business Processes....Pages 13-23 Neural Network Ensembles Design with Self-Configuring Genetic Programming Algorithm for Solving Computer Security Problems....Pages 25-32 Clustering for Intrusion Detection: Network Scans as a Case of Study....Pages 33-45 Sensor Networks Security Based on Sensitive Robots Agents: A Conceptual Model....Pages 47-56 Comments on a Cryptosystem Proposed by Wang and Hu....Pages 57-65 Equivalent Inner Key Recovery Attack to NMAC....Pages 67-75 Hybrid Compression of the Aho-Corasick Automaton for Static Analysis in Intrusion Detection Systems....Pages 77-86 Tracking Traitors in Web Services via Blind Signatures....Pages 87-96 C&C Techniques in Botnet Development....Pages 97-108 How Political Illusions Harm National Stability: Fiscal Illusion as a Source of Taxation....Pages 109-115 Software Implementation of Linear Feedback Shift Registers over Extended Fields....Pages 117-126 Simulation Analysis of Static and Dynamic Intermediate Nodes and Performance Comparison of MANETS Routing Protocols....Pages 127-140 On Fitness Function Based upon Quasigroups Power Sequences....Pages 141-150 Investigation on Operating Systems Identification by Means of Fractal Geometry and OS Pseudorandom Number Generators....Pages 151-158 Usability of Software Intrusion-Detection System in Web Applications....Pages 159-166 A Genetic Algorithm for Solving RSA Problem in Elastic Optical Networks with Dedicated Path Protection....Pages 167-176 Correlation Approach for SQL Injection Attacks Detection....Pages 177-185 Information Exchange Mechanism between Federated Domains: P2P Approach....Pages 187-196 Web Spam Detection Using MapReduce Approach to Collective Classification....Pages 197-206 Analysis of Selected Aspects of “IBM I” Security....Pages 207-214 Metaheuristic Approach for Survivable P2P Multicasting Flow Assignment in Dual Homing Networks....Pages 215-224 A Tabu Search Algorithm for Optimization of Survivable Overlay Computing Systems....Pages 225-234 Greedy Algorithms for Network Anomaly Detection....Pages 235-244 Combined Classifiers with Neural Fuser for Spam Detection....Pages 245-252 Combined Bayesian Classifiers Applied to Spam Filtering Problem....Pages 253-260 Negobot: A Conversational Agent Based on Game Theory for the Detection of Paedophile Behaviour....Pages 261-270 OPEM: A Static-Dynamic Approach for Machine-Learning-Based Malware Detection....Pages 271-280 Adult Content Filtering through Compression-Based Text Classification....Pages 281-288 PUMA: Permission Usage to Detect Malware in Android....Pages 289-298 Application of Soft Computing Technologies toward Assessment and Skills Development....Pages 299-310 An Interactive Mathematica Book....Pages 311-319 Biorefinery Virtual Lab-Integrating E-learning Techniques and Theoretical Learning....Pages 321-330 Approaching System Administration as a Group Project in Computer Engineering Higher Education....Pages 331-340 Speed Control of A.C. Drive with Induction Motor Using Genetic Algorithm....Pages 341-350 Applications of Artificial Neural Networks in Control of DC Drive....Pages 351-360 Energy Optimization of a Dynamic System Controller....Pages 361-369 Optimal Input Vector Based Fuzzy Controller Rules Design....Pages 371-380 Correlation Methods of OCR Algorithm for Traffic Sign Detection Implementable in Microcontrollers....Pages 381-389 Takagi-Sugeno Fuzzy Model in Task of Controllers Design....Pages 391-400 Real-Time Estimation of Induction Motor Parameters Based on the Genetic Algorithm....Pages 401-409 Comparison of Fuzzy Logic Based and Sliding Mode Based Controller for IM Drive Fed by Matrix Converter....Pages 411-420 Discrete-Time Markov Chains in Reliability Analysis-Case Study....Pages 421-427 Genetic Algorithm Based Optimization of MGP-FIR Current Reference Generator for Active Power Filters....Pages 429-438 Correlation-Based Neural Gas for Visualizing Correlations between EEG Features....Pages 439-446 Built-in Smartphone Accelerometer Motion Pattern Recognition Using Wavelet Transform....Pages 447-455 Temporal Analysis of Remotely Sensed Data for the Assessment of COPD Patients’ Health Status....Pages 457-466 Encoding Time Series Data for Better Clustering Results....Pages 467-475 Pattern Recognition in EEG Cognitive Signals Accelerated by GPU....Pages 477-485 On the Potential of Fuzzy Rule-Based Ensemble Forecasting....Pages 487-496 Recognition of Damaged Letters Based on Mathematical Fuzzy Logic Analysis....Pages 497-506 Image Reconstruction with Usage of the F-Transform....Pages 507-514 Image Compression with Artificial Neural Networks....Pages 515-524 Image Compression Methodology Based on Fuzzy Transform....Pages 525-532 Implementation of Background Knowledge and Properties Induced by Fuzzy Confirmation Measures in Apriori Algorithm....Pages 533-542 Back Matter....Pages 0--1