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Big Data Mining and Analytics

Volume 3, Issue 1 (2020)

Research Articles

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On Quantum Methods for Machine Learning Problems Part I: Quantum Tools
Farid Ablayev, Marat Ablayev, Joshua Zhexue Huang, Kamil Khadiev, Nailya Salikhova, and Dingming Wu

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A Semi-Supervised Attention Model for Identifying Authentic Sneakers
Yang Yang, Nengjun Zhu, Yifeng Wu, Jian Cao, Dechuan Zhan, and Hui Xiong

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On Quantum Methods for Machine Learning Problems Part II: Quantum Classification Algorithms
Farid Ablayev, Marat Ablayev, Joshua Zhexue Huang, Kamil Khadiev, Nailya Salikhova, and Dingming Wu

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Mining Conditional Functional Dependency Rules on Big Data
Mingda Li, Hongzhi Wang, and Jianzhong Li

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Sparse Deep Nonnegative Matrix Factorization
Zhenxing Guo and Shihua Zhang