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Semi-supervised Multi-label Learning by Constrained Non-negative Matrix Factorization
TLDR
We present a novel framework for multi-label learning that explicitly addresses the challenge arising from the large number of classes and the small size of training data. Expand
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Semi-supervised low-rank mapping learning for multi-label classification
TLDR
We proposed a semi-supervised low-rank mapping (SLRM) model to handle two key challenges: exploiting correlations between labels and making up for the lack of labeled data or even missing labels. Expand
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Shape Reconstruction from 3D and 2D Data Using PDE-Based Deformable Surfaces
TLDR
We propose a new PDE-based methodology for deformable surfaces that is capable of automatically evolving its shape to capture the geometric boundary of the data and simultaneously discover its underlying topological structure. Expand
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Moving Target Localization in Multistatic Sonar by Differential Delays and Doppler Shifts
TLDR
A moving target creates the Doppler effect on the transmitted signal, which can be exploited to improve the target localization accuracy in multistatic sonar that normally utilizes differential delay time measurements. Expand
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MethyCancer: the database of human DNA methylation and cancer
TLDR
We developed a publicly accessible database for human DNA Methylation and Cancer (MethyCancer, http://methycancer.cn). Expand
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Sustainability investment under cap-and-trade regulation
TLDR
We study the sustainability investment on sustainable product with emission regulation consideration for decentralized and centralized supply chains and find that sustainability investment efficiency has a significant impact on the optimal solutions. Expand
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Virtual Synchronous Generator Control of Full Converter Wind Turbines With Short-Term Energy Storage
TLDR
This paper presents a comprehensive virtual generator control method for the full converter wind turbine, with minute-level energy storage in the dc link as the energy buffer. Expand
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Throughput Optimization via Association Control in Wireless LANs
TLDR
In this paper, aiming at optimizing the throughput over the whole WLAN, a joint AP association and bandwidth allocation problem is formulated. Expand
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The Bright Side of Corporate Diversification: Evidence from Internal Labor Markets
We document differences in human-capital deployment between diversified and focused firms. We find that diversified firms have higher labor productivity and that they redeploy labor to industriesExpand
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Positive feedback may cause the biphasic response observed in the chemoattractant-induced response of Dictyostelium cells
TLDR
We conjecture the existence of a feedback path between the response and stimulus in Dictyostelium cells, and show that positive feedback may elicit this second peak. Expand
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