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Titlebook: Collaborative Computing: Networking, Applications and Worksharing; 13th International C Imed Romdhani,Lei Shu,Deze Zeng Conference proceedi

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LWTP: An Improved Automatic Image Annotation Method Based on Image Segmentationimage, to improve the accuracy of the predicted tags. Experimental results show that the proposed method outperforms many classical baseline methods and can generate better annotation results than state-of-the-art nearest-neighbor based methods.
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AXE: Objects Search in Mobile Volunteered Service mobile spatial textual objects, called BIG-tree. And we propose an improved threshold algorithm to efficiently process the top-. query based on the index. We evaluate the performance of our approaches on real and synthetic datasets. Experimental results show our solutions outperform the baselines.
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p-Faster R-CNN Algorithm for Food Detection demonstrated that p-Faster R-CNN increases the AP value of each kind of food by more than 2% compared with Faster R-CNN, and p-Faster R-CNN, Faster R-CNN are superior to Fast R-CNN in accuracy and speed. At last, the total dataset we established is used to construct the application of judging the healthy diet by uploading intake photos.
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Route-Oriented Participants Recruitment in Collaborative Crowdsensingithm, which leverages submodularity to reduce computation complexity and has a worst performance guarantee. Finally we evaluate the performance of proposed algorithm on real road and trajectory data in Beijing, China.
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Faithful Monogamy — Eternal Lovelocation algorithm is proposed based on random variabilities of spectrum and renewable resources. Finally, the extensive numerical results are provided to verify the effectiveness of the proposed collaborative resources allocation method.
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Sexual Orientation Equality in Schoolsts and gives a general framework for the exact solution. By using different shortest path algorithms, we show how the framework works efficiently with shortest path algorithms. Finally, extensive experiments on real road network datasets demonstrate the efficiency of our proposal.
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Eric M. Rodriguez Ph.D.,Chana Etengoff Ph.D.m as a sequential decision making process and solve it by means of reinforcement learning. The experimental results demonstrate that our approach can find near-optimal solutions through continuous learning in the dynamic cloud market.
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