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Article
Binary classification for imbalanced datasets using twin hyperspheres based on conformal method
Aiming at binary classification of highly imbalanced data, this paper proposes a novel twin-hypersphere method with conformal transformation. To provide favorable environments that the hyperspheres can search ...
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Article
Water Bloom Precursor Analysis Based on Two Direction S-Rough Set
In the field of water quality management, it is vital to determine the main precursory anomalies from the precursor of intricate water bloom in the context of a given area. In this paper, a water bloom precurs...
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Article
A survey of smart water quality monitoring system
The smart water quality monitoring, regarded as the future water quality monitoring technology, catalyzes progress in the capabilities of data collection, communication, data analysis, and early warning. In th...
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Chapter and Conference Paper
Water Quality Prediction Based on a Novel Fuzzy Time Series Model and Automatic Clustering Techniques
In recent years, Fuzzy time series models have been widely used to handle forecasting problems, such as forecasting exchange rates, stock index and the university enrollments. In this paper, we present a novel...
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Chapter and Conference Paper
Virtual Experimental Platform in the Network Database Application Development ,
To develop the network virtual experiments education, is to adapt to the modern trend in education to improve the higher education level of the urgent need of modernization. This articles combination with the ...
