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    Sliding window based weighted periodic pattern mining over time series data 

    Rizvee, Redwan Ahmed; Shahin, Md Shahadat Hossain; Ahmed, Chowdhury Farhan; Leung, Carson K.; Deng, Deyu; Mai, Jiaxing Jason (ibai publishing, 2019-07)
    Sliding windows have been crucial in mining time series. Many existing studies focus on reconstruction of the underlying structure (e.g., suffix tree) for each new window. However, when the window size is large or when the ...
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    An efficient approach for mining weighted frequent patterns with dynamic weights 

    Dewan, Umama; Ahmed, Chowdhury Farhan; Leung, Carson K.; Rizvee, Redwan Ahmed; Deng, Deyu; Souza, Joglas (ibai publishing, 2019-07)
    Weighted frequent pattern (WFP) mining is considered to be more effective than traditional frequent pattern mining because of its consideration of different semantic significance (weights) of items. However, most existing ...
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    A combined deep-learning and transfer-learning approach for supporting social influence prediction 

    Cuzzocrea, Alfredo; Leung, Carson K.; Deng, Deyu; Mai, Jiaxing Jason; Jiang, Fan; Fadda, Edoardo (Elsevier, 2020)
    Social influence is a phenomenon describing the spread of opinions across the population. Nowadays, social influence analysis (SIA) has a great impact. For example, viral marketing and online content recommendation are ...

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    Author
    deng, deyu (3)
    leung, carson k. (3)
    ahmed, chowdhury farhan (2)mai, jiaxing (2)rizvee, redwan ahmed (2)cuzzocrea, alfredo (1)dewan, umama (1)... View MoreSubjectdata mining (1)deep learning (1)dynamic database (1)dynamic weights (1)emerging systems (1)knowledge discovery (1)machine learning (1)... View MoreDate Issued2019 (2)2020 (1)

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