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With the development of the Web2.0, micro-blogs gradually become a common essential part of the public life. The reviews in the micro-blogs have huge hidden value. Many machine learning approaches have been used to solve sentiment analysis. However, the features used in existing researches are still not enough. To improve the accuracy of sentiment analysis, in this paper, we use a classification approach...
A novel hybrid Krill Herd (KH) and Cuckoo Search(CS) with Differential Evolution(DE), called DECSKH, is proposed for the global optimization. DECSKH is designed for enhancing the ability of the local search and increasing the individual diversity in the population. In DECSKH, all individuals are divided into two parts, denoted as part I and part II, respectively. Two different optimization algorithm...
A novel hybrid Krill Herd (KH) and Cuckoo Search(CS) with Differential Evolution(DE), called DECSKH, is proposed for the global optimization. DECSKH is designed for enhancing the ability of the local search and increasing the individual diversity in the population. In DECSKH, all individuals are divided into two parts, denoted as part I and part II, respectively. Two different optimization algorithm...
We develop a practical technique in this paper to classify the scholars in different disciplines, organizations according to their research interests. The scholar classification is important to the scholars, research organizations,, government for research, evaluation, education, research resource allocation. It becomes really difficult because name abbreviation, interdisciplinary, especially tautonym...
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