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ORCIDNeurocomputing, Volume 278
Volume 278, February 2018
- Zhanyu Ma, Jen-Tzung Chien
, Zheng-Hua Tan, Yi-Zhe Song, Jalil Taghia, Ming Xiao:
Recent advances in machine learning for non-Gaussian data processing. 1-3
- Jing Yao, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu:
Robust subspace clustering via penalized mixture of Gaussians. 4-11 - Jen-Tzung Chien, Chao-Hsi Lee, Zheng-Hua Tan:
Latent Dirichlet mixture model. 12-22 - Yu-Ping Lai, Yuan Ping, Ke Xiao, Bin Hao, Xiufeng Zhang:
Variational Bayesian inference for a Dirichlet process mixture of beta distributions and application. 23-33
- Weichen Sun, Fei Su, Leiquan Wang:
Improving deep neural networks with multi-layer maxout networks and a novel initialization method. 34-40 - Liangjun Chen, Hua Qu, Ji-hong Zhao:
Generalized Correntropy based deep learning in presence of non-Gaussian noises. 41-50
- Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas:
Semi-supervised subclass support vector data description for image and video classification. 51-61 - Zhicheng Zhao, Xuanchong Li, Xingzhong Du, Qi Chen, Yanyun Zhao, Fei Su, Xiaojun Chang, Alexander G. Hauptmann:
A unified framework with a benchmark dataset for surveillance event detection. 62-74 - Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo:
Cross-modal subspace learning for fine-grained sketch-based image retrieval. 75-86
- Jianxin Li, Nannan Wu, Zhirui Feng:
Model-based non-Gaussian interest topic distribution for user retweeting in social networks. 87-98 - Yuanyuan Qiao, Zhongwei Si, Yanting Zhang, Fehmi Ben Abdesslem, Xinyu Zhang, Jie Yang:
A hybrid Markov-based model for human mobility prediction. 99-109 - Jin Huang, Ming Xiao:
State of the art on road traffic sensing and learning based on mobile user network log data. 110-118 - Haifeng Sun, Jianxin Liao, Jingyu Wang, Qi Qi:
MTDE: Multi-typed data embedding in heterogeneous networks. 119-125
- Zhen Yang, Weitong Chen, Jian Huang:
Enhancing recommendation on extremely sparse data with blocks-coupled non-negative matrix factorization. 126-133 - Dong-Kyu Chae, Sang-Chul Lee, Si-Yong Lee, Sang-Wook Kim:
On identifying k-nearest neighbors in neighborhood models for efficient and effective collaborative filtering. 134-143 - Lin Qiu, Sheng Gao, Qinjie Lyu, Jun Guo, Patrick Gallinari:
A novel non-Gaussian embedding based model for recommender systems. 144-152
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