Computational Collective Intelligence: 7th International Conference, Iccci 2015, Madrid, Spain, September 21-23, 2015, Proceedings, Part Ii (lecture Notes In Computer Science)

This two-volume set (LNAI 9329 and LNAI 9330) constitutes the refereed proceedings of the 7th International Conference on Collective Intelligence, ICCCI 2014, held in Madrid, Spain, in September 2015. The 110 full papers presented were carefully reviewed and selected from 186 submissions. They are organized in topical sections such as multi-agent systems; social networks and NLP; sentiment analysis; computational intelligence and games; ontologies and information extraction; formal methods and simulation; neural networks, SMT and MIS; collective intelligence in Web systems – Web systems analysis; computational swarm intelligence; cooperative strategies for decision making and optimization; advanced networking and security technologies; IT in biomedicine; collective computational intelligence in educational context; science intelligence and data analysis; computational intelligence in financial markets; ensemble learning; big data mining and searching. Front Matter....Pages I-XXII Front Matter....Pages 1-1 Optimization of 3D Rendering by Simplification of Complicated Scene for Mobile Clients of Web Systems....Pages 3-12 Automatic Categorization of Shots in News Videos Based on the Temporal Relations....Pages 13-23 Saliency-Guided Video Deinterlacing....Pages 24-33 Towards a System for Cloud Service Discovery and Composition Based on Ontology....Pages 34-43 Modeling the Impact of Visual Components on Verbal Communication in Online Advertising....Pages 44-53 Countering Social Engineering Through Social Media: An Enterprise Security Perspective....Pages 54-64 Loading Speed of Modern Websites and Reliability of Online Speed Test Services....Pages 65-74 Knowledge Management in Website Quality Evaluation Domain....Pages 75-85 Front Matter....Pages 87-87 A New Algorithm to Categorize E-mail Messages to Folders with Social Networks Analysis....Pages 89-98 Population-Based Ant Colony Optimization for Sequential Ordering Problem....Pages 99-109 Designing a Universal Suboptimal Tree Integration Algorithm....Pages 110-118 Heterogeneous DPSO Algorithm for DTSP....Pages 119-128 Decomposition Based Multiobjective Hyper Heuristic with Differential Evolution....Pages 129-138 Multi-start Differential Evolution Approach in the Process of Finding Equilibrium Points in the Covariant Games....Pages 139-148 Genetic Algorithm in Stream Cipher Cryptanalysis....Pages 149-158 Cryptanalysis of SDES Using Modified Version of Binary Particle Swarm Optimization....Pages 159-168 Front Matter....Pages 169-169 InterCriteria Analysis of Parameters Relations in Fermentation Processes Models....Pages 171-181 Optimization Procedure of the Multi-parameter Assessment and Bidding of Decision-Making Variants in the Computerized Decision Support System....Pages 182-192 Supporting Cooperative Decisions with a Multicriteria Generalization of the Nash Solution....Pages 193-202 Performance Evaluation of Multi-UAV Cooperative Mission Planning Models....Pages 203-212 Front Matter....Pages 169-169 A Hybrid Distance-Based and Naive Bayes Online Classifier....Pages 213-222 Cluster-Dependent Feature Selection for the RBF Networks....Pages 223-232 Front Matter....Pages 233-233 SAME: An Intelligent Anti-malware Extension for Android ART Virtual Machine....Pages 235-245 Endpoint Firewall for Local Security Hardening in Academic Research Environment....Pages 246-255 Fuzzy Granular Classifier Approach for Spam Detection....Pages 256-264 A Recent Study on the Rough Set Theory in Multi-Criteria Decision Analysis Problems....Pages 265-274 Network Visualization Survey....Pages 275-284 A Proposal of a Big Web Data Application and Archive for the Distributed Data Processing with Apache Hadoop....Pages 285-294 Centralized Data Flow Management System....Pages 295-305 Decision Support Smartphone Application Based on Interval AHP Method....Pages 306-315 Impact of Weather Conditions on Fingerprinting Localization Based on IEEE 802.11a....Pages 316-325 Enterprise ICT Transformation to Agile Environment....Pages 326-335 Analysis of the Use of Cloud Services and Their Effects on the Efficient Functioning of a Company....Pages 336-345 Proposal to Centralize Operational Data Outputs of Airport Facilities....Pages 346-354 IED Remote Data Acquisition and Processing in Power Distribution....Pages 355-364 Social Networks and Their Potential for Education....Pages 365-374 Front Matter....Pages 375-375 Development of Information and Management System for Laboratory Based on Open Source Licensed Software....Pages 377-387 Determining of Blood Artefacts in Endoscopic Images Using a Software Analysis....Pages 388-397 Combating Infectious Diseases with Computational Immunology....Pages 398-407 Mobile Cloud Computing in Healthcare System....Pages 408-417 Front Matter....Pages 375-375 Parallel Flexible Molecular Docking in Computational Chemistry on High Performance Computing Clusters....Pages 418-427 Front Matter....Pages 429-429 Meta-Learning Based Framework for Helping Non-expert Miners to Choice a Suitable Classification Algorithm: An Application for the Educational Field....Pages 431-440 Fuzzy Logic Based Modeling for Building Contextual Student Group Recommendations....Pages 441-450 Mining Social Behavior in the Classroom....Pages 451-460 Using Concept Maps in Education of Immunological Computation and Computational Immunology....Pages 461-470 Framework of Design Requirements for E-learning Applied on Blackboard Learning System....Pages 471-480 Front Matter....Pages 481-481 Expressing a Temporal Entity-Relationship Model as a Traditional Entity-Relationship Model....Pages 483-491 A Probabilistic Ontology for the Prediction of Author’s Interests....Pages 492-501 A Framework of Faceted Search for Unstructured Documents Using Wiki Disambiguation....Pages 502-511 Current Derivative Estimation of Non-stationary Processes Based on Metrical Information....Pages 512-519 An Intelligent Possibilistic Approach to Reduce the Effect of the Imperfection Propagation on Land Cover Change Prediction....Pages 520-529 Front Matter....Pages 531-531 Measuring the Impact of Imputation in Financial Fraud....Pages 533-543 An Improved Grey Forecasting Models: Case in China’s Coal Consumption Demand....Pages 544-553 Front Matter....Pages 555-555 Investigation of the Impact of Missing Value Imputation Methods on the k-NN Classification Accuracy....Pages 557-565 Enhancing Intelligent Property Valuation Models by Merging Similar Cadastral Regions of a Municipality....Pages 566-577 Blurred Labeling Segmentation Algorithm for Hyperspectral Images....Pages 578-587 Keystroke Data Classification for Computer User Profiling and Verification....Pages 588-597 The New Multilayer Ensemble Classifier for Verifying Users Based on Keystroke Dynamics....Pages 598-605 Application of Evolving Fuzzy Systems to Construct Real Estate Prediction Models....Pages 606-616 Front Matter....Pages 617-617 What If Mixing Technologies for Big Data Mining and Queries Optimization....Pages 619-627 Front Matter....Pages 617-617 Parallel K-prototypes for Clustering Big Data....Pages 628-637 Big Data: Concepts, Challenges and Applications....Pages 638-647 Improving Information-Carrying Data Capacity in Text Mining....Pages 648-657 Back Matter....Pages 659-661