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Titlebook: Machine Learning and Data Mining in Pattern Recognition; 14th International C Petra Perner Conference proceedings 2018 Springer Internation

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Spam Review Detection Using Ensemble Machine Learning,ts in seeking opinions of other consumers. These consumers have had a usage experience of the products they are intending to make a purchase decision on. The underlying businesses also deem it fit to ascertain common public opinions regarding the quality of their products as well as services. Howeve
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Automatic Keyphrase Extraction Using Recurrent Neural Networks,algorithms rely on a set of manually crafted statistical features to model word importance. In this paper we propose an end-to-end neural keyphrase extraction algorithm using a siamese LSTM network, eliminating the need for manual feature engineering. We train and evaluate our model on the . [.] dat
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The Wild Bootstrap Resampling in Regression Imputation Algorithm with a Gaussian Mixture Model, wild bootstrapping to create the variability of the imputed data in single missing data imputation. We compare the performance and accuracy of the proposed method in single imputation and multiple imputation from the R-package Amelia II using RMSE, R-squared, MAE and MAPE. The proposed method shows
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Association Rule Mining in Fuzzy Political Donor Communities, to analyze the results without considerable effort. However, using the communities to partition underlying data, it is possible to use association rule mining to more easily facilitate meaningful analysis. In this paper we use a real-world dataset drawn from political campaign contributions. The ne
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Renata Avros,Zeev Volkovichrung (nicht selten auch leidvoller und kostenträchtiger), dass eine derartige Personalentscheidung nicht nur eine Investition, sonder auch immer ein bestimmtes Risiko ist..Viele Gründer überlegen sich in aufwendigen Gedankenspielen, Besprechungen und daraus folgenden Entscheidungsprozessen, ob es wo
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