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  1. No Access

    Chapter and Conference Paper

    Training Methods of Innovative Talents in Medical Imaging Informatics Under the Background of New Engineering

    It is crucial to cultivate the innovative ability of graduate students under the background of new engineering. In this article, we recommend training students’ innovative ability from three aspects. Firstly, ...

    ** Liu, Qian Bi, ** Zhong, Hong-Dong Li… in Computer Science and Education. Educationa… (2024)

  2. No Access

    Chapter and Conference Paper

    Enhancing Database Principles Teaching with ChatGPT-Like Language Models

    This paper introduces a cutting-edge framework for Database Principles teaching, leveraging a ChatGPT-like language model to enhance learning experiences. It surpasses traditional teaching methods by offering ...

    Junwen Duan, Fei Guo, ** Liu, Hongdong Li in Computer Science and Education. Computer S… (2024)

  3. No Access

    Article

    The effect of element characteristics on bainite transformation start temperature using a machine learning approach

    Bainite transformation start temperature (Bs) is an important index to measure the properties of bainitic steel. Based on the experimental results of bainite transformation behavior, the atomic scale character...

    Yangni Liu, Ting** Hou, Zhuang Yan, Tao Yu, Junwen Duan… in Journal of Materials Science (2023)

  4. No Access

    Article

    Multi-task deep learning model based on hierarchical relations of address elements for semantic address matching

    Address matching, which aims to match unstructured addresses with standard addresses in an address database, is a key part of geocoding. The core problem of address matching corresponds to text matching in nat...

    Fangfang Li, Yiheng Lu, **ngliang Mao, Junwen Duan… in Neural Computing and Applications (2022)

  5. No Access

    Chapter and Conference Paper

    Automatic ICD Coding Based on Multi-granularity Feature Fusion

    International Classification of Disease (ICD) coding is to assign standard codes, which describe the state of a patient, to a clinical note. It is challenging given the complexity and the number of codes. The ...

    Ying Yu, Junwen Duan, Han Jiang, Jianxin Wang in Bioinformatics Research and Applications (2022)

  6. No Access

    Chapter and Conference Paper

    Fusing Label Relations for Chinese EMR Named Entity Recognition with Machine Reading Comprehension

    Chinese electronic medical records named entity recognition (NER) is a core task in medical knowledge mining, which is usually viewed as a sequence labeling problem. Recent works introduce the machine reading ...

    Shuyue Liu, Junwen Duan, Feng Gong, Hailin Yue… in Bioinformatics Research and Applications (2022)

  7. No Access

    Article

    Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process

    Recent studies have revealed that long-term financial news can affect on stock markets. However, previous research mainly focuses on modeling the short-term effects of financial news and suffers from the weak ...

    **ao Ding, Jihao Shi, Junwen Duan, Bing Qin, Ting Liu in Science China Information Sciences (2021)

  8. No Access

    Article

    A Gaussian copula regression model for movie box-office revenues prediction

    In this article, we revisit the task of movie box-office revenues prediction using multi-type features. The movie box-office revenues are affected by numerous factors. Previous work with discriminative models ...

    Junwen Duan, **ao Ding, Ting Liu in Science China Information Sciences (2017)

  9. No Access

    Chapter and Conference Paper

    A Gaussian Copula Regression Model for Movie Box-office Revenue Prediction with Social Media

    Previous work explored many kinds of features for the task of movie box-office prediction. However, little prior work has investigated the dependency relationships among these features. In this paper, we propo...

    Junwen Duan, **ao Ding, Ting Liu in Social Media Processing (2015)

  10. No Access

    Chapter and Conference Paper

    Mining Intention-Related Products on Online Q&A Community

    User generated content on social media has attracted much attention from service/product providers, as it contains plenty of potential commercial opportunities. However, previous work mainly focuses on user Co...

    Junwen Duan, **ao Ding, Ting Liu in Social Media Processing (2014)