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Titlebook: Cloud Computing; 10th EAI Internation Lianyong Qi,Mohammad R. Khosravi,Varun G. Menon Conference proceedings 2021 ICST Institute for Comput

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A Concept Lattice Method for Eliminating Redundant Features lattice constructed by MCmR reduces redundant concepts while maintaining its structure and improve the efficiency of data analysis. We verify the valid of MCmR on multiple disease gene datasets, and its ACC in Prostate_Tumor, Lung_cancer, Breast_cancer and Leukemia datasets reached 95.4, 94.9, 96.0
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Exploring Self-attention Mechanism of Deep Learning in Cloud Intrusion Detectionf LSTM, and the self-attention mechanism to better exact features. We conduct extensive experiments on the KDDcup99 dataset to evaluate the performance of our CNN-A-LSTM model. Compared with other machine learning and deep learning models, our CNN-A-LSTM has superior performance.
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Data Privacy Protection of Industrial Blockchain support for fast and highly concurrent upload data and access data. Finally, the existing sensitive and private data storage methods of industrial block chain are analyzed, and the experimental comparison with the method in this paper proves the effectiveness of this method.
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Lightweight Anonymous Communication Model Based on Anonymous IBEtacks, and finally achieve communication security and anonymity. Compared with other anonymous communication systems, our scheme has significant advantages in efficiency and relatively low cost. In the future, it has good application prospects.
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Cost-Aware Big Data Stream Processing in Cloud Environmentutational costs. We performed extensive experiments to valid the approach and compared it with a Spark Streaming approach. The results of the experiment show that the proposed approach has better cost optimization than the baseline approach.
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Research on the Development of Natural Human-Computer Interaction for Mobile Terminalsgy, this paper discusses the hot issues in mobile human-computer interaction and concludes that the future human-computer interaction of mobile terminals has four development directions: 1) natural human computer interaction, 2) augmented reality interaction, 3) multi-modal fusion, 4) affective comp
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Encoding Dual Semantic Knowledge for Text-Enhanced Cloud Servicesanized semantic structures. Experimental results show that DSE improves the performance of text classification and outperforms the state-of-the-art feature generation baselines on micro-. and macro-. scores over the real-world text classification datasets.
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