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Titlebook: Advances in Knowledge Discovery and Data Mining; 18th Pacific-Asia Co Vincent S. Tseng,Tu Bao Ho,Hung-Yu Kao Conference proceedings 2014 Sp

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0302-9743 Data Mining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. The 40 full papers and the 60 short papers presented within these proceedings were carefully reviewed and selected from 371 submissions. They cover the general fields of pattern mining; social network and social media; classification; gr
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Lips, Teeth, Chin, and Smile Analysis,g model, thus allowing for more natural interpretations of the prediction intervals. In the experimentation, we provide an empirical comparison of our conformal regressors to traditional conformal regressors and show that the proposed modification results in more robust two-tailed predictions, and more efficient one-tailed predictions.
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0302-9743 ; novel algorithms; clustering; biomedical data mining; stream mining; outlier and anomaly detection; multi-sources mining; and unstructured data and text mining.978-3-319-06607-3978-3-319-06608-0Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Dermatological Signs of Medical Emergenciescenter (G-SOC) , during the entire year of 2012. We showcase the effectiveness of . by discovering interesting patterns and anomalies on this enormous dataset. We observed static and time-evolving patterns, that a vast majority of the known malicious behavior seem to follow.
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Clinical Examination in Orthopedicseck that is easy to incorporate in a depth-first search algorithm for mining the minimal patterns. We demonstrate that it is polynomial-delay and polynomial-space. Experiments on traditional benchmarks complete our study.
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,The “Facial Points of Interest”,duce the bias towards majority class. The patterns are detected from HeDEx and the new instances generated are applied after verification process using Hellinger Distance Decision Trees. Our experiments show that the proposed methods show performance improvements on imbalanced datasets over the state-of-the-art Hellinger Distance Decision Trees.
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