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Inhalt:
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This book collects papers presented at the Third International Conference on ICT Innovations (ICT2011), covering complexity, uncertainty and scaling issues of real world problems as well as natural phenomena in ecology, medicine and biology.
Intro -- Title -- Preface -- Organization -- Contents -- Invited Keynote Papers -- A Jumping Gene Evolutionary Approach for Multiobjective Optimization -- Introduction -- Evolutionary Multiobjective Optimization -- Multiobjective Problems -- Overview of GA -- Multiobjective Ranking -- Computational Jumping Gene Operations -- Biological Background and Operational Design -- Schemata Evolution Equations of JG Operations -- Discussions -- Applications -- Conclusions -- References -- Distributed Intelligent MEMS: Progresses and Perspectives -- Introduction -- Challenges -- Software Challenges, Scaling Up -- Hardware Challenges, Scaling Down -- Examples -- The Claytronics Project -- The Smart Surface Project -- Conclusion -- References -- Extracting Emergent Semantics from Large-Scale User-Generated Content -- Introduction -- Social Media Analysis Dimensions and Applications -- Approaches for Emergent Semantics Extraction -- Multi-modal Analysis Approaches -- Community, Trend and Event Detection -- Real-time Applications -- ClustTour: An Example Application -- Conclusions and Open Issues -- References -- Proceeding Papers -- Protein Function Prediction by Clustering of Protein-Protein Interaction Network -- Introduction -- Research Methods -- Protein-Protein Interaction Data -- Cluster Extraction -- Cluster Evaluation -- Functional Annotation Using Clusters -- Results and Discussion -- Conclusion and Future Directions -- References -- A Novel Fuzzy Decision Tree Based Method for Detecting Protein Active Sites -- Introduction -- Our Fuzzy Decision Tree Based Protein Active Site Detector -- Characteristics of the Amino Acids -- Fuzzy Decision Trees -- Experimental Results -- Conclusion -- References -- Comparison of Protein Descriptors Used in Hierarchical Multi-label Classification Based on Gene Ontology -- Introduction.
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