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ORCIDBig Data Mining and Analytics, Volume 1
Volume 1, Number 1, March 2018
- Jin Liu, Yi Pan
, Min Li, Ziyue Chen, Lu Tang, Chengqian Lu, Jianxin Wang:
Applications of deep learning to MRI images: A survey. 1-18 - Nahla Mohamed Ahmed Ibrahim, Ling Chen, Yulong Wang, Bin Li, Yun Li, Wei Liu:
DeepEye: Link prediction in dynamic networks based on non-negative matrix factorization. 19-33 - Lei-Lei Shi, Yan Wu, Lu Liu, Xiang Sun, Liang Jiang:
Event detection and identification of influential spreaders in social media data streams. 34-46 - Baojun Zhou, Jie Li, Xiaoyan Wang, Yu Gu, Li Xu, Yongqiang Hu, Lihua Zhu:
Online Internet traffic monitoring system using spark streaming. 47-56 - Bo Zhao, Hucheng Zhou, Guoqiang Li, Yihua Huang:
ZenLDA: Large-scale topic model training on distributed data-parallel platform. 57-74 - Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li:
DeepEye: An automatic big data visualization framework. 75-82
Volume 1, Number 2, June 2018
- Yan Yang, Hao Wang:
Multi-view clustering: A survey. 83-107 - Ruizhi Wu, Guangchun Luo, Junming Shao, Ling Tian, Chengzong Peng:
Location prediction on trajectory data: A review. 108-127 - Chunxia Zhang, Ming Yang, Jing Lv, Wanqi Yang:
An improved hybrid collaborative filtering algorithm based on tags and time factor. 128-136 - Ling Hu, Qiang Ni, Feng Yuan:
Big data oriented novel background subtraction algorithm for urban surveillance systems. 137-145 - Meihui Shi, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu:
HPPQ: A parallel package queries processing approach for large-scale data. 146-159 - Hao Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
A generic data analytics system for manufacturing production. 160-171
Volume 1, Number 3, September 2018
- Xiaojun Ding, Xuan Guo:
A Survey of SNP Data Analysis. 173-190 - Ning Yu, Zhihua Li, Zeng Yu:
Survey on encoding schemes for genomic data representation and feature learning - from signal processing to machine learning. 191-210 - Yu Liu, Shuai Wang, M. Shahrukh Khan, Jieyu He:
A novel deep hybrid recommender system based on auto-encoder with neural collaborative filtering. 211-221 - Qianyu Meng, Kun Wang, Xiaoming He, Minyi Guo:
QoE-driven big data management in pervasive edge computing environment. 222-233 - Runyan Zhang, Fanrong Meng, Yong Zhou, Bing Liu:
Relation classification via recurrent neural network with attention and tensor layers. 234-244 - Ziling Pang, Guo-Yin Wang, Jie Yang:
A multi-granularity decomposition mechanism of complex tasks based on density peaks. 245q-256
Volume 1, Number 4, December 2018
- Ji Feng, Yan Wei, Qingsheng Zhu:
Natural neighborhood-based classification algorithm without parameter k. 257-265 - Huanzhou Zhu, Zhuoer Gu, Haiming Zhao, Keyang Chen, Chang-Tsun Li, Ligang He:
Developing a pattern discovery method in time series data and its GPU acceleration. 266-283 - Chenxi Yang, Yang Chen, Qingyuan Gong, Xinlei He, Yu Xiao, Yuhuan Huang, Xiaoming Fu:
Understanding the behavioral differences between american and german users: A data-driven study. 284-296 - Rossella Arcucci, Christopher C. Pain, Yi-Ke Guo:
Effective variational data assimilation in air-pollution prediction. 297-307 - Andy Ramlatchan, Mengyun Yang, Quan Liu, Min Li, Jianxin Wang, Yaohang Li:
A survey of matrix completion methods for recommendation systems. 308-323 - Jiahui Jin, Aibo Song, Huan Gong, Yingying Xue, Mingyang Du, Fang Dong, Junzhou Luo:
Distributed storage system for electric power data based on Hbase. 324-334
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