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Neural Processing Letters

Neural Processing Letters OnlineFirst articles

19.06.2018

Discriminative Probabilistic Latent Semantic Analysis with Application to Single Sample Face Recognition

Face recognition is still a challenging issue due to the presence of intrinsic complexity, external variations and number limitation of training samples. In this paper, a novel face recognition method based on probabilistic latent semantic …

19.06.2018

A Dynamic ELM with Balanced Variance and Bias for Long-Term Online Prediction

For long-term online prediction of nonlinear time series, how to determine a feasible network architecture that conforms to the time-varying data stream is recognized to be a challenging problem. To deal with the issue, a dynamic ELM with balanced …

18.06.2018

Enhanced Bird Detection from Low-Resolution Aerial Image Using Deep Neural Networks

Bird detection in LR images is essential for the applications of unmanned aerial vehicles. It is still a challenging task because traditional discriminative features in high-resolution (HR) usually disappear in low-resolution (LR) images. Although …

18.06.2018

Multi-task Character-Level Attentional Networks for Medical Concept Normalization

Recognizing standard medical concepts in the colloquial text is significant for kinds of applications such as the medical question answering system. Recently, word-level neural network methods, which can learn complex informal expression features …

13.06.2018

Obstacle Detection by Fusing Point Clouds and Monocular Image

Obstacle detection is a significant and fundamental issue in autonomous driving and robotics. This paper proposes a novel method to locate obstacles in the scene by comprehensively utilizing the sparse point clouds captured by a Lidar and the …

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The Asia Pacific Journal of Management publishes original manuscripts on management and organizational research in the Asia Pacific region, encompassing Pacific Rim countries and mainland Asia.  APJM focuses on the extent to which each manuscript addresses matters that pertain to the most fundamental question: "What determines firm success?"  We seek to publish empirical or conceptual research which improves a broad understanding of this issue. APJMendeavors to be the major vehicle for exchange of ideas and research among management scholars within or interested in the broadly defined Asia Pacific region.

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