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Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 2, 页码: 640-652
作者:  Gu, Jingjing;  Zhou, Qiang;  Yang, Jingyuan;  Liu, Yanchi;  Zhuang, Fuzhen;  Zhao, Yanchao;  Xiong, Hui
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Sparse matrices  Urban areas  Satellite broadcasting  Redundancy  Predictive models  Data models  Matrix converters  Dockless bike sharing system  pattern exploitation  interpretable base matrices  flow prediction  
A neural topic model with word vectors and entity vectors for short texts 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2021, 卷号: 58, 期号: 2, 页码: 11
作者:  Zhao, Xiaowei;  Wang, Deqing;  Zhao, Zhengyang;  Liu, Wei;  Lu, Chenwei;  Zhuang, Fuzhen
收藏  |  浏览/下载：31/0  |  提交时间：2021/12/01
Topic model  Short text  Variational auto-encoder  Word embedding  Entity embedding  
Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 736-747
作者:  Wang, Deqing;  Jing, Baoyu;  Lu, Chenwei;  Wu, Junjie;  Liu, Guannan;  Du, Chenguang;  Zhuang, Fuzhen
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Data models  Task analysis  Semantics  Learning systems  Bridges  Logistics  Vocabulary  Coarse alignment  cross-lingual sentiment classification (CLSC)  topic model  
Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification 期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 75-83
作者:  Xi, Dongbo;  Zhuang, Fuzhen;  Liu, Yanchi;  Zhu, Hengshu;  Zhao, Pengpeng;  Tan, Chang;  He, Qing
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
Global transition patterns  Personal preferences  Missing POI category identification  
Leveraging maximum entropy and correlation on latent factors for learning representations 期刊论文
NEURAL NETWORKS, 2020, 卷号: 131, 页码: 312-323
作者:  He, Zhicheng;  Liu, Jie;  Dang, Kai;  Zhuang, Fuzhen;  Huang, Yalou
收藏  |  浏览/下载：293/0  |  提交时间：2020/12/10
Non-negative Matrix Factorization  Maximum entropy  Correlated latent factor learning  
Softly Associative Transfer Learning for Cross-Domain Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 11, 页码: 4709-4721
作者:  Wang, Deqing;  Lu, Chenwei;  Wu, Junjie;  Liu, Hongfu;  Zhang, Wenjie;  Zhuang, Fuzhen;  Zhang, Hui
收藏  |  浏览/下载：31/0  |  提交时间：2021/12/01
Task analysis  Knowledge transfer  Matrix decomposition  Bridges  Optimization  Data models  Feature extraction  Cross-domain text classification  non-negative matrix tri-factorizations (NMTFs)  softly associative transfer learning (sa-TL)  
Dynamic Measurement and Data Calibration for Aerial Mobile IoT 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 6, 页码: 5210-5219
作者:  Gu, Jingjing;  Liu, Cheng;  Zhuang, Yi;  Du, Xiaojiang;  Zhuang, Fuzhen;  Ying, Haochao;  Zhao, Yanchao;  Guizani, Mohsen
收藏  |  浏览/下载：48/0  |  提交时间：2020/12/10
Sensors  Atmospheric measurements  Calibration  Temperature measurement  Pollution measurement  Internet of Things  Correlation  Aerial Internet of Things (Aerial-IoT)  data calibration  dynamic measurement  
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  
Grid-based DBSCAN: Indexing and inference 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 90, 页码: 271-284
作者:  Boonchoo, Thapana;  Ao, Xiang;  Liu, Yang;  Zhao, Weizhong;  Zhuang, Fuzhen;  He, Qing
收藏  |  浏览/下载：205/0  |  提交时间：2019/08/16
Density-based clustering  Grid-based DBSCAN  Union-find algorithm  
Integrating heterogeneous information via flexible regularization framework for recommendation 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2016, 卷号: 49, 期号: 3, 页码: 835-859
作者:  Shi, Chuan;  Liu, Jian;  Zhuang, Fuzhen;  Yu, Philip S.;  Wu, Bin
收藏  |  浏览/下载：45/0  |  提交时间：2019/12/13
Recommender system  Heterogeneous information network  Matrix factorization  Similarity measure