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Rodent urine is known to fluoresce. This research aims to use spectral imaging data to detect rodent activity via chromophores. We introduce unsupervised learning techniques for classification and clustering of rodent urine samples from the spectral data directly. We classify and compare the rodent urine against additional chemical compounds such as human urine and coffee to validate our analysis...
Taxi has become an important component of public transportation system. A proper cabstand location can alleviate the traffic pressure. In this paper, a large set of global positioning system (GPS) data of taxi in Jinan City is employed to help locating the cabstand. By analyzing more than 300 million taxi driving data in Jinan, Shandong Province, the parallel K- means algorithm is applied on the cluster...
Data Mining and Knowledge discovery in Databases (KDD) is the process that includes data selection, pre-processing, transformation, data mining, evaluation and interpretation of the solutions from the observed results in order to discover useful knowledge from a collection of data. Semantic web and Open Linked Data can provide a higher level quality in Data Mining tasks using additional and linked...
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