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ORCIDBig Data Mining and Analytics, Volume 3
Volume 3, Number 1, March 2020
- James Palmer, Victor S. Sheng, Travis Atkison, Bernard Chen:
Classification on grade, price, and region with multi-label and multi-target methods in wineinformatics. 1-12 - Zhenxing Guo, Shihua Zhang:
Sparse deep nonnegative matrix factorization. 13-28 - Yang Yang, Nengjun Zhu, Yi-Feng Wu, Jian Cao, De-Chuan Zhan, Hui Xiong:
A semi-supervised attention model for identifying authentic sneakers. 29-40 - Farid M. Ablayev
, Marat Ablayev, Joshua Zhexue Huang, Kamil Khadiev, Nailya Salikhova, Dingming Wu:
On quantum methods for machine learning problems part I: Quantum tools. 41-55 - Farid M. Ablayev, Marat Ablayev, Joshua Zhexue Huang, Kamil Khadiev, Nailya Salikhova, Dingming Wu:
On quantum methods for machine learning problems part II: Quantum classification algorithms. 56-67 - Mingda Li, Hongzhi Wang, Jianzhong Li:
Mining conditional functional dependency rules on big data. 68-84
Volume 3, Number 2, June 2020
- Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salman Salloum, Tamer Z. Emara, Kuanishbay Sadatdiynov:
A survey of data partitioning and sampling methods to support big data analysis. 85-101 - Chaity Banerjee, Tathagata Mukherjee, Eduardo Pasiliao:
Feature representations using the reflected rectified linear unit (RReLU) activation. 102-120 - Madichetty Sreenivasulu, M. Sridevi:
Comparative study of statistical features to detect the target event during disaster. 121-130 - Jianjiang Li, Huihui Jiao, Jie Wang, Zhiguo Liu, Jie Wu:
Online real-time trajectory analysis based on adaptive time interval clustering algorithm. 131-142 - Lujia Shen, Qianjun Liu, Gong Chen, Shouling Ji:
Text-based price recommendation system for online rental houses. 143-152
Volume 3, Number 3, September 2020
- Shuhui Yang, Zimu Yuan, Wei Li:
Error data analytics on RSS range-based localization. 155-170 - Dongxiao Yu, Lifang Zhang, Qi Luo, Xiuzhen Cheng, Jiguo Yu, Zhipeng Cai:
Fast skyline community search in multi-valued networks. 171-180 - Wei Zhong, Ning Yu, Chunyu Ai:
Applying big data based deep learning system to intrusion detection. 181-195 - Sunitha Basodi, Chunyan Ji, Haiping Zhang, Yi Pan:
Gradient amplification: An efficient way to train deep neural networks. 196-207 - Zigeng Wang, Xia Xiao, Sanguthevar Rajasekaran:
Novel and efficient randomized algorithms for feature selection. 208-224 - Zaobo He, Junxiu Zhou:
Inference attacks on genomic data based on probabilistic graphical models. 225-233
Volume 3, Number 4, December 2020
- Mei Lu, Fanzhang Li:
Survey on lie group machine learning. 235-258 - Qixuan Hou, Meng Han, Zhipeng Cai:
Survey on data analysis in social media: A practical application aspect. 259-279 - Yuchen Zhang, Xiujuan Lei, Zengqiang Fang, Yi Pan:
CircRNA-disease associations prediction based on metapath2vec++ and matrix factorization. 280-291 - Fashen Li, Lian Li, Jianping Yin, Liang Huang, Qingguo Zhou, Ning An, Yong Zhang, Li Liu, Jialin Zhang, Kun Kuang, Lei Yang, Zhixi Wu, Lianchun Yu:
Machine knowledge and human cognition. 292-299 - Wenjie Liu, Guoqing Wu, Fuji Ren, Xin Kang:
DFF-ResNet: An insect pest recognition model based on residual networks. 300-310 - Guanlin Zhai, Yan Yang, Heng Wang, Shengdong Du:
Multi-attention fusion modeling for sentiment analysis of educational big data. 311-319
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