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By Heng Chen, Yi Jin, Yan Zhao, Yongjuan Zhang (auth.), Petra Perner (eds.)

This booklet constitutes the refereed complaints of the thirteenth business convention on facts Mining, ICDM 2013, held in big apple, big apple, in July 2013. The 22 revised complete papers offered have been conscientiously reviewed and chosen from 112 submissions. the subjects variety from theoretical features of knowledge mining to functions of information mining, similar to in multimedia information, in advertising, finance and telecommunication, in drugs and agriculture, and in approach keep an eye on, and society.

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Read or Download Advances in Data Mining. Applications and Theoretical Aspects: 13th Industrial Conference, ICDM 2013, New York, NY, USA, July 16-21, 2013. Proceedings PDF

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Extra resources for Advances in Data Mining. Applications and Theoretical Aspects: 13th Industrial Conference, ICDM 2013, New York, NY, USA, July 16-21, 2013. Proceedings

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The time required for these tests is a major drawback because fast implementation with as few tests as possible is one of the major criteria for industrial acceptance. In this paper, it is investigated whether accurate statistical inference models for quality prediction can be identified from a training set built on a limited number of MV changes. If so, not all possible decision moments and/or possible combinations of MV changes need to be tested to identify a suitable model for batch-end quality prediction, batch control, and quality optimization.

The approach is to provide a secure platform that supports multiple problem solving environments, execute code in parallel with different parameter sets using multiple cores or machines in a cloud environment, and support researchers in executing code, even if the required problem solving environment is not installed locally. The Code Execution Framework has a Kerberos based security concept for authentication[15]. The user identity will be forwarded down to cloud worker nodes. 3 Taverna Taverna is an open source and domain-independent Workflow Management System [2].

In summary, batch control and optimization requires many more tests to identify the correct MPLS model between MVs and online measurements on the one hand, and final batch quality on the other hand. This presents a major drawback for practical implementation. This paper first investigates whether a set tests with MV changes at times {k1 , k2 , . . , kn } can be used to construct a batch-end quality MPLS model for batches where the MV change occurs at a time not included in the training set. Next, it is studied whether the training batches must include multiple changes of each MV, or if batches with a single change in MVs suffice for model training.

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