Titlebook: Advances in Data Mining. Applications and Theoretical Aspects; 18th Industrial Conf Petra Perner Conference proceedings 2018 Springer Inter

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Scott M. MacRae MD,Manoj V. Subbaram PhDmbalance problem in regression. Extensive performance analyses show that our proposed approach achieves high performance in multi-class classification on class imbalance data and regression analysis on skewed or imbalance data. The experimental results also show that our method outperforms various e

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Current State of Accommodation Research,th chronological order based frequency and Neighborhood Volatility Direction (NVD) is analyzed and integrated with ASCHLO to determine the effective universe discourse, intervals and weights. In order to evaluate the performance of proposed model, we evaluate actual trading data of Taiwan Capitaliza

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Topics in Regulatory Economics and Policyhe metric distance computation is an expensive operation (e.g., the Euclidean distance in high dimensional vector spaces). It applies cheap Hamming distances to skip over 90% of the expensive metric distance computations. As revealed by our experiments on 4,096 dimensional vectors, the proposed appr

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Mining Sequential Correlation with a New Measure, medical part of the book begins with a chapter on basic immunology and immunopathology associated with .Leishmania. infection, followed by a classical chapter on clinical aspects of different disease entities. The complexity of disease case management is presented by means of 3 chapters, respective