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IEEE Transactions on Big Data, Volume 1
Volume 1, Number 1, March 2015
- Stephen P. Crago:
Welcome to the IEEE Transactions on Big Data. 1 - Qiang Yang:
Introduction to the IEEE Transactions on Big Data. 2-15 - Yu Zheng:
Methodologies for Cross-Domain Data Fusion: An Overview. 16-34 - Xia Hu, Lei Tang, Huan Liu:
Embracing Information Explosion without Choking: Clustering and Labeling in Microblogging. 35-46
Volume 1, Number 2, June 2015
- Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar
, Yaoliang Yu:
Petuum: A New Platform for Distributed Machine Learning on Big Data. 49-67 - Siyuan Liu, Qiang Qu, Lei Chen
, Lionel M. Ni:
SMC: A Practical Schema for Privacy-Preserved Data Sharing over Distributed Data Streams. 68-81
Volume 1, Number 3, September 2015
- Jingdong Wang, Guo-Jun Qi, Nicu Sebe, Charu C. Aggarwal:
Guest Editorial: Big Media Data: Understanding, Search, and Mining. 82-83 - Shu Zhang, Jian Liang, Ran He, Zhenan Sun:
Code Consistent Hashing Based on Information-Theoretic Criterion. 84-94 - Xinmei Tian, Yijuan Lu, Nate Stender, Linjun Yang, Dacheng Tao:
Exploration of Image Search Results Quality Assessment. 95-108 - Fei Wu, Zhuhao Wang, Zhongfei Zhang, Yi Yang, Jiebo Luo, Wenwu Zhu, Yueting Zhuang:
Weakly Semi-Supervised Deep Learning for Multi-Label Image Annotation. 109-122
Volume 1, Number 4, December 2015
- Quan Z. Sheng, Athanasios V. Vasilakos
, Qi Yu
, Lina Yao:
Guest Editorial: Big Data Analytics and the Web. 123-124 - Feng Zhao, Jun Liu, Jingyu Zhou, Hai Jin, Laurence T. Yang:
LS-AMS: An Adaptive Indexing Structure for Realtime Search on Microblogs. 125-137 - Long Cheng
, Spyros Kotoulas:
Scale-Out Processing of Large RDF Datasets. 138-150 - Jingdong Wang, Guo-Jun Qi, Nicu Sebe, Charu C. Aggarwal:
Guest Editorial: Big Media Data: Understanding, Search, and Mining (Part 2). 151 - Richang Hong, Yang Yang, Meng Wang, Xian-Sheng Hua:
Learning Visual Semantic Relationships for Efficient Visual Retrieval. 152-161 - Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li, Xuelong Li:
Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing. 162-171
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