A Novel Three-Way Deep Learning Approach for Multigranularity Fuzzy Association Analysis of Time Series Data

C Jiang, Y Duan - IEEE Transactions on Fuzzy Systems, 2023 - ieeexplore.ieee.org
Discovering valuable knowledge from massive time series data is challenging due to
sophisticated temporal relationships and inherent uncertainties. This paper proposes a new …

Social network analysis on interpretable compressed sparse networks

CCJ Hryhoruk, CK Leung - 2022 IEEE/ACM International …, 2022 - ieeexplore.ieee.org
Big data are everywhere. World Wide Web is an example of these big data. It has become a
vast data production and consumption platform, at which threads of data evolve from …

Interpretable mining of influential patterns from sparse web

CCJ Hryhoruk, CK Leung - IEEE/WIC/ACM International Conference on …, 2021 - dl.acm.org
Big data are everywhere. World Wide Web is an example of these big data. It has become a
vast data production and consumption platform, at which threads of data evolve from …

A web intelligence solution to support recommendations from the web

CK Leung, EWR Madill, SP Singh - IEEE/WIC/ACM International …, 2021 - dl.acm.org
Big data are everywhere. World Wide Web and social networks are examples of these big
data. They have become a vast data production and consumption platform, at which threads …

Web Mining from Interpretable Compressed Representation of Sparse Web

CCJ Hryhoruk, CK Leung - 2022 IEEE/WIC/ACM International …, 2022 - ieeexplore.ieee.org
Large datasets often contain computational constraints when under the non-trivial extraction
of implicit, previously unknown, and potentially useful information. These datasets are …