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Bayesian dual neural networks for recommendation 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2019, 卷号: 13, 期号: 6, 页码: 1255-1265
作者:  He, Jia;  Zhuang, Fuzhen;  Liu, Yanchi;  He, Qing;  Lin, Fen
收藏  |  浏览/下载：303/0  |  提交时间：2019/12/10
collaborative filtering  Bayesian neural network  hybrid recommendation algorithm  
A novel machine learning based approach for iPS progenitor cell identification 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2019, 卷号: 15, 期号: 12, 页码: 19
作者:  Zhang, Haishan;  Shao, Ximing;  Peng, Yin;  Teng, Yanning;  Saravanan, Konda Mani;  Zhang, Huiling;  Li, Hongchang;  Wei, Yanjie
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Deep Hashing Based on VAE-GAN for Efficient Similarity Retrieval 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2019, 卷号: 28, 期号: 6, 页码: 1191-1197
作者:  Jin, Guoqing;  Zhang, Yongdong;  Lu, Ke
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
file organisation  image retrieval  learning (artificial intelligence)  neural nets  pairwise hashing learning  semantic perserving feature mapping model  adversarial generative process  image feature vector  hash codes  pairwise ranking loss  generative networks  VAE-GAN based hashing framework  image retrieval  content preserving images  similarity retrieval  variational autoencoder  generative adversarial network  Image retrieval  Learning to hash  Variational autoencoder(VAE)  Generative adversarial network(GAN)  
Modeling Temporal Dynamics of Users' Purchase Behaviors for Next Basket Prediction 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 6, 页码: 1230-1240
作者:  Wang, Pengfei;  Zhang, Yongfeng;  Niu, Shuzi;  Guo, Jiafeng
收藏  |  浏览/下载：39/0  |  提交时间：2020/12/10
sequential recommendation  dynamic representation  next basket recommendation  
Neural variational collaborative filtering with side information for top-K recommendation 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3273-3284
作者:  Deng, Xiaoyi;  Zhuang, Fuzhen;  Zhu, Zhiguo
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Neural collaborative filtering  Variational autoencoder  Top-K recommendation  Side information  Implicit feedback  
Transfer channel pruning for compressing deep domain adaptation models 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3129-3144
作者:  Yu, Chaohui;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin
收藏  |  浏览/下载：68/0  |  提交时间：2020/12/10
Unsupervised domain adaptation  Transfer channel pruning  Accelerating  
SkeletonNet: A Hybrid Network With a Skeleton-Embedding Process for Multi-View Image Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2916-2929
作者:  Yang, Shijie;  Li, Liang;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Semantics  Correlation  Visualization  Skeleton  Matrix decomposition  Kernel  Laplace equations  Unsupervised multi-view subspace learning  semantic inconsistency  tensor factorization  deep auto-encoders  
Online Bayesian max-margin subspace learning for multi-view classification and regression 期刊论文
MACHINE LEARNING, 2019, 页码: 31
作者:  He, Jia;  Du, Changying;  Zhuang, Fuzhen;  Yin, Xin;  He, Qing;  Long, Guoping
收藏  |  浏览/下载：41/0  |  提交时间：2020/12/10
Multi-view learning  Online learning  Bayesian subspace learning  Max-margin  Classification  Regression  
On the performance and convergence of distributed stream processing via approximate fault tolerance 期刊论文
VLDB JOURNAL, 2019, 卷号: 28, 期号: 5, 页码: 821-846
作者:  Cheng, Zhinan;  Huang, Qun;  Lee, Patrick P. C.
收藏  |  浏览/下载：244/0  |  提交时间：2019/12/10
Distributed stream processing  Approximate fault tolerance  Online learning  
Learning Coupled Convolutional Networks Fusion for Video Saliency Prediction 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 10, 页码: 2960-2971
作者:  Wu, Zhe;  Su, Li;  Huang, Qingming
收藏  |  浏览/下载：280/0  |  提交时间：2019/12/10
Video saliency  feature integration  fully convolutional network