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Titlebook: Research and Development in Intelligent Systems XXVI; Incorporating Applic Max Bramer,Richard Ellis,Miltos Petridis Conference proceedings

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Analogical proportions: another logical view form .. Starting from a naive set theoretic interpretation, we highlight the existence of two noticeable companion proportions: one states that . (.), while the other called . proportion expresses that .. We identify the characteristic postulates of the three types of proportions and examine their
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A kernel extension to handle missing dataapt to many types of variables, such as categorical or continuous. The proposed kernels are tested against standard RBF kernels in a variety of benchmark problems showing different amounts of missing values and variable types. Our experimental results are very satisfactory, because they usually yiel
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Group Counseling Optimization: A Novel Approachns in solving their problems. The algorithm is tested using seven known benchmark functions: Sphere, Rosenbrock, Griewank, Rastrigin, Ackley, Weierstrass, and Schwefel functions. A comparison is made with the recently published comprehensive learning particle swarm optimizer (CLPSO). The results dem
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Conference proceedings 2010dvantage of the vector space model is that it can readily be employed by classi?cation - gorithms. However, the bag of words/phrases representation is suited to capturing only word/phrase frequency; structural and semantic information is ignored. It has been established that structural information p
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Text Classification using Graph Mining-based Feature Extractionation algorithms together with a real world textual data set. The results demonstrate that the approach can outperform existing text classification algorithms on some dataset. When the size of dataset increased, further processing on extracted frequent features is essential.
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Ontology-Driven Hypothesis Generation to Explain Anomalous Patient Responses to Treatmenttology-driven tool. An evaluation has shown that the tool successfully reproduced the clinician’s hypotheses in the majority of cases. Finally, the paper concludes by describing planned extensions to this work.
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