The two-volume set LNCS 11944-11945 constitutes the proceedings of the 19th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2019, held in Melbourne, Australia, in December 2019.
ISBN:
(数字)9783030389611
ISBN:
(纸本)9783030389604
The two-volume set LNCS 11944-11945 constitutes the proceedings of the 19th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2019, held in Melbourne, Australia, in December 2019.
Cross-domain text classification aims to automatically train a precise text classifier for a target domain by using labeled text data from a related source domain. To this end, the distribution gap between different d...
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In order to improve the quality of intelligent test paper generation, an improved Memetic Algorithm (MA) is proposed as the strategy for intelligent test paper generation in this paper, which is based on Particle Swar...
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With the rapid development of blockchain technology in the financial sector, the security of blockchain is being put to the test due to an increase in phishing fraud. Therefore, it is essential to study more effective...
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With the explosive growth of information sources available on the World Wide Web, how to combine the results of multiple search engines has become a valuable problem. In this paper, a search strategy based on genetic ...
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With the explosive growth of information sources available on the World Wide Web, how to combine the results of multiple search engines has become a valuable problem. In this paper, a search strategy based on genetic simulated annealing for search engines in Web mining is proposed. According to the proposed strategy, there exists some important relationship among Web statistical studies, search engines and optimization techniques. We have proven experimentally the relevance of our approach to the presented queries by comparing the qualities of output pages with those of the original downloaded pages, as the number of iterations increases better results are obtained with reasonable execution time.
Web-based virtual laboratories are promising to save experimental cost, to avoid danger, and to support collaboration and resource sharing. This paper discusses the theoretic basis for the design of web-based virtual ...
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BPEL4WS (BPEL for short) is a standard business process execution language for Web services composition. To formally verify the correctness and reliability of Web services compositions, we propose an Input/Output Labe...
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The computer image technology has achieved impressive recognition rates in image classification tasks *** order to tackle the complex defect features in strip steel,we conduct a study of the effectiveness of principal...
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The computer image technology has achieved impressive recognition rates in image classification tasks *** order to tackle the complex defect features in strip steel,we conduct a study of the effectiveness of principal component analysis and extreme learning machine(ELM) in the classification of strip surface in this *** the principal component analysis,it extracts the characteristics of dimension reduction,obtains the characteristic quantity,reduces the dimension used as the input sample for the Extreme Learning Machine and trains the support vector machine and realizes the *** with traditional extreme learning machine and support vector machine(SVM),PCA-ELM algorithm shows a higher accuracy and better generalization ability,which play a guiding sole on actual production.
The ECG signal analysis and diagnosis algorithms have been studied for decades. There are some state of art algorithms that have been developed. In this paper, we proposed a compatible ECG automatic diagnosis Cloud Co...
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The infectious disease presents great hazards to public health, due to their high infectivities and potential lethalities. One of the effective methods to hinder the spread of infectious disease is vaccination. Howeve...
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