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Data Analytics Methods in Human Resource Demand Forecasting

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  1. Chapter and Conference Paper

    A Universal Fusion Strategy for Image Super-Resolution Jointly from External and Internal Examples

    The validity of learning-based image super-resolution is largely limited by supporting dataset. Neither external-based nor internal-based super-resolution methods can perform well in real applications such as ...

    Wei Wang, Xuesen Shang, Wenming Yang, Canrong Zhang, Qingmin Liao in Image and Graphics (2019)

  2. Chapter and Conference Paper

    A Semantic Segmentation Approach Based on DeepLab Network in High-Resolution Remote Sensing Images

    Recently, more and more applications for high-resolution remote sensing image intelligent processing are required. Therefore, the semantic segmentation based on deep learning has successfully attracted people...

    Hangtao Hu, Shuo Cai, Wei Wang, Peng Zhang, Zhiyong Li in Image and Graphics (2019)

  3. Chapter and Conference Paper

    AnomalyDetect: An Online Distance-Based Anomaly Detection Algorithm

    Anomaly detection is a key challenge in data mining, which refers to finding patterns in data that do not conform to expected behavior. It has a wide range of applications in many fields as diverse as finance,...

    Wunjun Huo, Wei Wang, Wen Li in Web Services – ICWS 2019 (2019)

  4. Chapter and Conference Paper

    Gaussian Noise Detection and Adaptive Non-local Means Filter

    In this paper, a noise adaptive non-local means (NA-NLM) filter is presented to remove additive Gaussian noise from the corrupted images. Firstly, a novel pixel-wise Gaussian noise detection is proposed via ei...

    Peng Chen, Shiqian Wu, Hong** Fang, Bin Chen, Wei Wang in Image and Video Technology (2018)

  5. Chapter and Conference Paper

    Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning

    Skeleton-based action recognition has made great progress recently, but many problems still remain unsolved. For example, the representations of skeleton sequences captured by most of the previous methods lack...

    Chenyang Si, Ya **g, Wei Wang, Liang Wang, Tieniu Tan in Computer Vision – ECCV 2018 (2018)

  6. Chapter and Conference Paper

    High Capacity Reversible Data Hiding with Contrast Enhancement

    Reversible data hiding aims at recovering exactly the cover image from the marked image after extracting the hidden data. Reversible data hiding with contrast enhancement proposed by Wu et al. achieved a good eff...

    Yonggwon Ri, **g Dong, Wei Wang, Tieniu Tan in Computer Vision (2017)

  7. Chapter and Conference Paper

    PreNet: Parallel Recurrent Neural Networks for Image Classification

    Convolutional Neural Networks (CNNs) have made outstanding achievements in computer vision, e.g., image classification and object detection, by modelling the receptive field of visual cortex with convolution a...

    Junbo Wang, Wei Wang, Liang Wang, Tieniu Tan in Computer Vision (2017)

  8. Chapter and Conference Paper

    Relevance and Coherence Based Image Caption

    The attention-based image caption framework has been widely explored in recent years. However, most techniques generate next word conditioned on previous words and current visual contents, while the relationsh...

    Tao Zhang, Wei Wang, Liang Wang, Qinghua Hu in Computer Vision (2017)

  9. Chapter and Conference Paper

    Image Forgery Detection Based on Semantic Image Understanding

    Image forensics has been focusing on low-level visual features, paying little attention to high-level semantic information of the image. In this work, we propose the framework for image forgery detection based...

    Kui Ye, **g Dong, Wei Wang, **dong Xu, Tieniu Tan in Computer Vision (2017)

  10. Chapter and Conference Paper

    Event Detection and Summarization Using Phrase Network

    Identifying events in real-time data streams such as Twitter is crucial for many occupations to make timely, actionable decisions. It is however extremely challenging because of the subtle difference between “...

    Sara Melvin, Wenchao Yu, Peng Ju, Sean Young in Machine Learning and Knowledge Discovery i… (2017)

  11. Chapter and Conference Paper

    Automatic Matting Using Depth and Adaptive Trimap

    Image matting refers to the problem of accurately extracting the foreground object from an image. The trimap containing labels of known foreground, known background and unknown has been broadly used to reduce ...

    Ying Zhao, Chao Chen, Liyan Liu, Wei Wang in Image and Video Technology – PSIVT 2015 Wo… (2016)

  12. Chapter and Conference Paper

    Collecting Valuable Information from Fast Text Streams

    It has become a challenging work to collect valuable information from fast text streams. In this work, we propose a method which gains useful information effectively and efficiently. Firstly, we maintain an an...

    Baoyuan Qi, Gang Ma, Zhongzhi Shi, Wei Wang in Intelligent Information Processing VII (2014)

  13. Chapter and Conference Paper

    Validation of Catheter Segmentation for MR-Guided Gynecologic Cancer Brachytherapy

    Segmentation of interstitial catheters from MRI needs to be addressed in order for MRI-based brachytherapy treatment planning to become part of the clinical practice of gynecologic cancer radiotherapy. This pa...

    Guillaume Pernelle, Alireza Mehrtash in Medical Image Computing and Computer-Assis… (2013)

  14. Chapter and Conference Paper

    Incremental Sensor Placement Optimization on Water Network

    Sensor placement on water networks is critical for the detection of accidental or intentional contamination event. With the development and expansion of cities, the public water distribution systems in cities ...

    **aomin Xu, Yiqi Lu, Sheng Huang in Machine Learning and Knowledge Discovery i… (2013)

  15. Chapter and Conference Paper

    Finite Element Analysis and Design Improvement of Film Picking Forks Roller Tooth in Field Cleaning Machine

    In this paper the mechanical analysis of the film picking forks roller tooth in field -cleaning machine was done. A finite element analysis model was built and used by the non-linear finite element analysis me...

    Xufeng Wang, Yonghua Sun, Shaohui Ma in Computer and Computing Technologies in Agr… (2012)

  16. Chapter and Conference Paper

    Which Topic Will You Follow?

    Who are the most appropriate candidates to receive a call-for-paper or call-for-participation? What session topics should we propose for a conference of next year? To answer these questions, we need to precise...

    Deqing Yang, Yanghua **ao, Bo Xu in Machine Learning and Knowledge Discovery i… (2012)

  17. Chapter and Conference Paper

    Inferring Geographic Coincidence in Ephemeral Social Networks

    We study users’ behavioral patterns in ephemeral social networks, which are temporarily built based on events such as conferences. From the data distribution and social theory perspectives, we found several in...

    Honglei Zhuang, Alvin Chin, Sen Wu, Wei Wang in Machine Learning and Knowledge Discovery i… (2012)

  18. Chapter and Conference Paper

    Discriminate of Moldy Chestnut Based on Near Infrared Spectroscopy and Feature Extraction by Fourier Transform

    As near infrared spectra has the characters of multi-variables and strong correlations, to solve the problem, Fourier transform (FT) was used to extract feature variables of shelled chestnuts spectra. FT coeff...

    Zhu Zhou, **aoyu Li, Peiwu Li, Yun Gao in Computer and Computing Technologies in Agr… (2011)

  19. Chapter and Conference Paper

    Non-destructive Measurement of Sugar Content in Chestnuts Using Near-Infrared Spectroscopy

    The chestnut (Castanea) is an important fruit in Europe and Asia. As a highly variable fruit, its quality is graded according to nutrition components, especially according to the sugar content, which are tradi...

    Jie Liu, **aoyu Li, Peiwu Li, Wei Wang in Computer and Computing Technologies in Agr… (2011)

  20. Chapter and Conference Paper

    Design and Simulation of Jujube Sapling Transplanter

    This paper is aiming at designing a novel jujube transplanter with mechanic arms, which can support the sapling for a while when other operations is going on. It improves uniformity and stability. Pro-E softwa...

    Wangyuan Zong, Wei Wang, Yonghua Sun in Computer and Computing Technologies in Agr… (2011)

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