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  • 1
    Online Resource
    Online Resource
    Berlin, Heidelberg :Springer Berlin / Heidelberg,
    Keywords: Computational intelligence. ; Electronic books.
    Description / Table of Contents: Blending theory with practice, this book brings together a variety of next-generation data technologies used to capture, integrate, analyze, mine, annotate and visualize distributed data in a manner that is meaningful and collaborative for the organization.
    Type of Medium: Online Resource
    Pages: 1 online resource (636 pages)
    Edition: 1st ed.
    ISBN: 9783642203442
    Series Statement: Studies in Computational Intelligence Series ; v.352
    Language: English
    Note: Title -- Preface -- Contents -- Part I Foundations and Principles -- Coordination Mechanisms in Complex Software Systems -- Introduction -- Related Work -- Coordination Theory -- Coordination Models -- Linda Coordination Frameworks -- Use Case Description -- Space-Based Computing -- Evaluation -- Java Message Service -- Linda Tuple Space -- Discussion -- Conclusion -- References -- Ant Colony Optimization and Data Mining -- Introduction -- State-of-the-Art -- Ant Colony Optimization State-of-the-Art -- Data Mining State-of-the-Art Elements -- ACO and DM State-of-the-Art -- Ant Colony Optimization -- Data Mining -- Classification -- Clustering -- Ant Colony Optimization and Data Mining Techniques -- Data Classification and Ant Colony Optimization -- Data Clustering and Ant Colony Optimization -- Applications and Examples -- Conclusions -- Future Trends -- Key Terms -- References -- OpenSEA: A Framework for Semantic Interoperation between Enterprises -- Introduction -- OpenSEA -- TOGAF - The Upper Ontology for OpenSEA -- ISO 24707:2007 - The Meta-ontology for OpenSEA -- OpenSEA - Developing an Upper Ontology with CL -- Interlinked Domains -- Developing an Upper Ontology from TOGAF -- Sowa's Conceptual Catalogue -- Modelling Relationships within TOGAF9 -- Nested Graphs -- Contextualisation of Information -- OpenSEA and the Cloud -- OpenSEA and Web3.0 -- OpenSEA and the Software Engineer -- Further Investigations -- Integration of OpenSEA and GoodRelations -- Knowledge, Inference and Information Generation through OpenSEA -- Conclusion -- www.Open-SEA.org -- References -- Building Collective Tag Intelligence through Folksonomy Coordination -- Introduction -- From Folksonomies to Collective Tag Intelligence -- Tag Classification Approaches -- Similarity-Based Search Approaches -- Contributions of the Chapter. , Normalization Techniques for Collective Tag Intelligence Extraction -- Tag Equivalence Clusters -- Semantic Relations -- Linguistic Relations -- Terminological Relations -- Normalization Techniques -- Similarity-Based Techniques for Tag Matching -- Syntactic Similarity Function -- Semantic Similarity Function -- Terminological Similarity Function -- Linguistic Similarity Function -- Evaluation and Application to a Real Scenario -- Evaluation Issues -- An Example of Similarity-Based Resource Retrieval -- Conclusions -- References -- Trust-Based Techniques for Collective Intelligence in Social Search Systems -- Introduction -- State-of-the-Art: Distributed Decision-Making and Collaboration -- Computational Trust -- Computational Models of Trust -- Social Search -- Computational Trust to Enhance Social Search Ranking: A Practical Study-Case -- The Functioning -- Computational Trust to Enhance the Social Search Engine -- Leveraging Users' Features to Rank Pages -- Performance Criteria -- The Experimental Results -- Navigational Queries -- Enhancement of Past Performance -- Baseline Results without Trust Function -- Experiment 1 - with Past Performance -- Experiment 2 - No Past Performance -- Future Direction and Open Issues -- References -- Part II Advanced Models and Practices -- Visualising Computational Intelligence through Converting Data into Formal Concepts -- Introduction -- Formal Concept Analysis -- Formal Concept Analysis Scaling -- Formal Context Formats -- Large Data Sets -- Interpreting Data for FCA -- Data Discretisation -- Data Booleanisation -- FcaBedrock -- Concept and Lattice Generation -- Dealing with Concept Simplification and Complexity -- An Overall Process -- Performance Considerations -- CUBIST -- Semantic Web, RDF and OWL -- Conclusion -- References -- Constructing Ensemble Classifiers from GEP-Induced Expression Trees. , Introduction -- Using Gene Expression Programming to Induce Classifiers -- Ensemble Classifiers -- AdaBoost-Based Ensemble Classifier with GEP Learning (AB-GEP) -- AdaBoost-Based Ensemble Classifiers with Cellular GEP Learning (AB-cGEP) -- Majority-Voting-Based Ensemble Classifier with GEP Learning (MV-GEP and MVC-GEP) -- Majority-Voting-Based Ensemble Classifier with Cellular GEP Learning (MV-cGEP) -- Triplet Mass Function-Based Ensemble Classifier with GEP Learning (TMF-GEP) -- Computational Experiment Results -- Conclusions -- References -- Self-Organized Load Balancing through Swarm Intelligence -- Introduction -- Related Approaches -- SILBA Framework -- Basic SILBA -- Extended SILBA -- Swarm Based Algorithms -- Bee Algorithm -- Ant Algorithms -- Benchmarks -- Basic SILBA Benchmarks -- Extended SILBA Benchmarks -- Conclusion -- References -- Computational Intelligence in Future Wireless and Mobile Communications by Employing Channel Prediction Technology -- Introduction -- Spread Spectrum Communications -- Direct Sequencing Spread Spectrum -- Frequency Hopping Spread Spectrum (FHSS) -- Channel Coding -- Representations for LDPC Codes -- Proposed Channel Prediction Scheme -- The Algorithm -- Spectrum Analysis of the Proposed MCFH-SS System -- Complementary Cumulative Distribution Function (CCDF) -- Adjacent Channel Power -- Interference Analysis of the Proposed MCFH-SS System -- Interference Analyzer -- Spectrogram and Received Signal Strength -- Conclusions -- References -- Decision Making under Synchronous Time Stress among Bilateral Decision Makers -- Introduction -- Motivations -- Definitions -- Contributions and Limitations -- Structure -- Formulas -- Cost of Time -- Strategic Points -- Case Study -- Case -- Participant Record -- Entire Duration of a Certain Process for Decision Making -- Elapsed Time Record -- Prices of Individual Items. , Discussions -- Results -- Elements -- Conclusions and Future Work -- References -- Augmenting Human Intelligence in Goal Oriented Tasks -- Introduction -- Theoretical Foundation -- Knowledge Representation Ontology -- Knowledge Acquisition -- Agents -- AGUIA: An Intelligence Amplification Model Based on Agents Active on Demand -- AGUIA for Amplifying Human Intelligence -- ADD: AGUIA for Exploration of Options Guided by Models -- AGUIA for Script-Based Ontology Sensemaking -- AGUIA for Keeping User Awareness of Changes in Context -- AGUIA for Knowledge Amplification -- HYRIWYG: How You Rate Influences What You Get -- KA-CAPTCHA for Implicit Knowledge Acquisition -- Related Work -- Conclusion -- References -- Part IIIAdvanced Applications -- Clouds and Continuous Analytics Enabling Social Networks for Massively Multiplayer Online Games -- Introduction -- Mission: Continuous Analytics for MMOGs -- Goal -- Challenges -- Other Applications -- Related Work -- General Data Collection and Mining -- Data Collection and Mining Using On-Demand Resources -- The CAMEO Architecture -- Overview -- Workflow -- Addressing the Challenges of Continuous MMOG Analytics -- Experimental Setup -- CAMEO Implementation -- MMOG Case Study: RuneScape -- Cloud Infrastructure -- Experimental Results -- Understanding User Community Needs -- Enabling and Using Distributed and Collaborative Technology -- Conclusion and Future Work -- References -- Adaptive Fuzzy Inference Neural Network System for EEG and Stabilometry Signals Classification -- Introduction and Background -- EEG -- Stabilometry -- Objectives and Contributions -- Data Selection and Recording -- EEG -- Stabilometry -- Architecture of AFINN -- Training Procedure for AFINN -- Evaluation -- Evaluation of the Model Generation Method -- Evaluation of AFINN -- Discussion of Results -- Conclusions -- References. , Demand on Computational Intelligence Paradigms Synergy -- Introduction -- Challenges and Current Position of SOA in Mobile World -- Components and Integrated Technology Stack for the Next Generation Mobility Architecture -- The Architecture Planning and Design -- SOA for Mobile Applications - Practical Handling Use Cases -- Mobile SOA Implemented in University e-Learning Environment -- SOA-Based Service "Customer Search" -- "Applications - End-Devices" Connection Models -- First Scenario - Connecting via Servlets -- Second Scenario - SOA-Based -- SOA Approach to Write Mobile Clients Using Remote Services -- Mathematical Model of Logical Architecture for the Mobile Connectivity Services -- Structural Design and Implementation -- General Definitions of Queuing Systems Used -- Conclusions -- References -- Evolutionary Algorithms towards Generating Entertaining Games -- Introduction -- Our Contribution -- Background Work -- Board Based Games -- Video Games -- Theories on Entertainment -- Search Space -- Board Based Games -- Predator/Prey Games -- Structure of the Chromosome -- Board Based Games -- Predator/Prey Games -- Fitness Function -- Board Based Games -- Predator/Prey Games -- Software Agents -- Random Agent -- Agent Using Min-Max with Rule Based Evaluation Function -- Agents for Predator/Prey Games -- Experiments -- Board Based Games -- Predator Prey Games -- Conclusion -- References -- Leveraging Massive User Contributions for Knowledge Extraction -- Introduction -- Related Work -- Tag Clustering and Community Detection -- Temporal Tag Analysis -- Image Analysis Using Collaborative Data -- Tag Clustering through Community Detection in Tag Networks -- Description of MultiSCAN -- Evaluation of Tag Clustering -- Time-Aware Tag/User Co-clustering -- The Proposed Framework -- Evaluation of Time-Aware User/Tag Co-clustering. , Enhancing Image Analysis Using Collaborative Data.
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  • 2
    Online Resource
    Online Resource
    Berlin, Heidelberg :Springer Berlin / Heidelberg,
    Keywords: Industrial engineering. ; Metaheuristics. ; Scheduling. ; Management science. ; Metaheuristik. ; Produktionsplanung. ; Reihenfolgeproblem. ; Electronic books.
    Description / Table of Contents: This volume presents meta-heuristics approaches for scheduling problems arising in industrial and manufacturing applications. The present volume is the first book on scheduling problems in Grid, P2P and other Emergent Computational Systems.
    Type of Medium: Online Resource
    Pages: 1 online resource (362 pages)
    Edition: 1st ed.
    ISBN: 9783540789857
    Series Statement: Studies in Computational Intelligence Series ; v.128
    DDC: 620
    Language: English
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