Transactions on Large-Scale Data- and Knowledge-Centered Systems VI - Info and Reading Options

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Title -- Preface -- Table of Contents -- Combination Skyline Queries -- Introduction -- Related Work -- Preliminaries -- Problem Definition -- Baseline Algorithm -- Object-Selecting Pattern and Basic PBP Algorithm -- Object-Selecting Pattern -- Basic PBP Algorithm -- Optimizations of PBP Algorithm -- Pattern-Pattern Pruning -- Pattern-Combination Pruning -- Pattern Expansion Reduction -- PBP Algorithm -- Variations of Combination Skyline -- Incremental Combination Skyline -- Constrained Combination Skyline -- Experiments -- Experimental Setup -- Experiments on Synthetic Datasets -- Comparison with the BBS Algorithm. -- The Effect of Data Distribution. -- The Effect of Cardinality. -- The Effect of Dimensionality. -- The Effect of R-Tree Fanout. -- Experiments on Real Datasets -- Conclusion and Future Work -- References -- Comparing and Evaluating Approaches to Probabilistic Reasoning: Theory, Implementation, and Applications -- Introduction -- Probabilistic Knowledge Representation -- Propositional Approaches -- Bayesian Logic Programs -- Markov Logic Networks -- Relational Probabilistic Conditional Logic -- Evaluation and Comparison Criteria -- Language Aspects -- Strict and Propositional Knowledge -- Individuals and Universes -- Implementations for Relational Probabilistic Knowledge Representation -- The KReator System -- The ProbCog System -- Related Systems -- Applications -- Knowledge Processing with the MEcore System -- Diagnosis of Lung Cancer -- Predicting Allergic Diseases of Children -- Conclusions and Future Work -- References -- The Science and Art of Conceptual Modelling -- The Triptychon of Model as an Artifact, Modelling as an Activity and Modelling as an Art and Science, Thus as a Culture -- Three Guiding Concerns during Conceptual Modelling -- Implications for a Theory of Conceptual Modelling

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