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Kun Zhang

Researcher at Xavier University of Louisiana

Publications -  54
Citations -  967

Kun Zhang is an academic researcher from Xavier University of Louisiana. The author has contributed to research in topics: Prostate cancer & Computer science. The author has an hindex of 13, co-authored 45 publications receiving 732 citations. Previous affiliations of Kun Zhang include University of New Orleans & Tulane University.

Papers
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Journal ArticleDOI

Interleukin-17 promotes prostate cancer via MMP7-induced epithelial-to-mesenchymal transition.

TL;DR: It is demonstrated that MMP7 mediates IL-17’s function in promoting prostate carcinogenesis through induction of EMT, indicating IL- 17–MMP7–EMT axis as a potential target for developing new strategies in the prevention and treatment of prostate cancer.
Proceedings ArticleDOI

Cross domain distribution adaptation via kernel mapping

TL;DR: Experimental results demonstrate that the proposed adaptive kernel approach outperforms both traditional inductive classifiers and the state-of-the-art boosting-based transfer algorithms on most domains, including text categorization and web page ratings.
Proceedings ArticleDOI

Direct mining of discriminative and essential frequent patterns via model-based search tree

TL;DR: This paper proposes a new and different method for frequent pattern mining that builds a decision tree that partitions the data onto different nodes, and directly discovers a discriminative pattern at each node to further divide its examples into purer subsets.
Proceedings ArticleDOI

RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection

TL;DR: The theoretical upper bound for the proposed algorithm is derived and its asymptotic properties via bias-variance decomposition are analyzed, demonstrating that the proposed method features high detection rate, fast response, and insensitivity to most of the parameter settings.