Computational Collective Intelligence: 7th International Conference, ICCCI 2015, Madrid, Spain, September 21-23, 2015, Proceedings, Part II

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