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Uncertainty Estimation Based Doubly Robust Learning for Debiasing Recommendation
会议论文
Chengdu China, Nov. 26 - 28, 2022
作者:
Su CY(粟晨阳)
;
Qiang Liu(刘强)
;
Liang Wang(王亮)
收藏
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浏览/下载：7/0
|
提交时间：2023/06/29
Exposure-interaction
Recommender System
Doubly Robust
Selection Bias
A Novel Attention-based Global and Local Information Fusion Neural Network for Group Recommendation
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 331-346
作者:
Song Zhang
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|
浏览/下载：18/0
|
提交时间：2022/07/29
Group recommendation
attentive neural network (ANN)
global information
local information
recommender system
PRECOM: A Parallel Recommendation Engine for Control, Operations, and Management on Congested Urban Traffic Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 11
作者:
Jin, Junchen
;
Rong, Dingding
;
Pang, Yuqi
;
Zhu, Fenghua
;
Guo, Haifeng
收藏
|
浏览/下载：35/0
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提交时间：2022/01/27
Engines
Control systems
Urban areas
Process control
Roads
Generators
Spatiotemporal phenomena
Spatial-temporal recommender system
urban traffic control
parallel traffic management
human-in-the-loop system
Robust Latent Factor Analysis for Precise Representation of High-Dimensional and Sparse Data
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 4, 页码: 796-805
作者:
Wu, Di
;
Luo, Xin
收藏
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浏览/下载：25/0
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提交时间：2021/05/17
High-dimensional and sparse matrix
L-1-norm
L-2-norm
latent factor model
recommender system
smooth L-1-norm
Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2021, 卷号: 7, 期号: 1, 页码: 227-240
作者:
Luo, Xin
;
Zhou, Mengchu
;
Li, Shuai
;
Wu, Di
;
Liu, Zhigang
收藏
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浏览/下载：27/0
|
提交时间：2021/05/17
Data models
Training
Sparse matrices
Recommender systems
Computational modeling
Big Data
Scalability
Non-negative latent factor analysis
non-negativity
latent factor analysis
unconstrained optimization
high-dimensional and sparse matrix
collaborative filtering
recommender system
big data
Location-Aware Real-Time Recommender Systems for Brick-and-Mortar Retailers
期刊论文
INFORMS JOURNAL ON COMPUTING, 2021, 页码: 17
作者:
Zeng, Daniel
;
Liu, Yong
;
Yan, Ping
;
Yang, Yanwu
收藏
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浏览/下载：33/0
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提交时间：2021/12/28
recommender systems
location-aware recommendation
brick-and-mortar stores
Accurate and Explainable Recommendation via Hierarchical Attention Network Oriented Towards Crowd Intelligence
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 13
作者:
Yang, Chao
;
Zhou, Weixin
;
Wang, Zhiyu
;
Jiang, Bin
;
Li, Dongsheng
收藏
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浏览/下载：27/0
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提交时间：2021/12/01
Crowd intelligence
Explainable recommendation
Hierarchical attention
Review representation
Recommender system
Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 402-411
作者:
Luo, Xin
;
Qin, Wen
;
Dong, Ani
;
Sedraoui, Khaled
;
Zhou, MengChu
收藏
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浏览/下载：20/0
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提交时间：2021/03/17
Big data
industrial application
industrial data
latent factor analysis
machine learning
parallel algorithm
recommender system (RS)
stochastic gradient descent (SGD)
Latent Factor-Based Recommenders Relying on Extended Stochastic Gradient Descent Algorithms
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 2, 页码: 916-926
作者:
Luo, Xin
;
Wang, Dexian
;
Zhou, MengChu
;
Yuan, Huaqiang
收藏
|
浏览/下载：20/0
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提交时间：2021/03/17
Big data
bi-linear
collaborative filtering (CF)
high-dimensional and sparse (HiDS) matrix
industry
latent factor (LF) analysis
missing data
recommender system
Disentangled Item Representation for Recommender Systems
期刊论文
Transactions on Intelligent Systems and Technology (TIST), 2021, 卷号: 0, 期号: 0, 页码: 0
作者:
Cui Zeyu
;
Yu Feng
;
Wu Shu
;
Liu Qiang
;
Wang Liang
收藏
|
浏览/下载：24/0
|
提交时间：2021/06/17
Representation learning
Recommender systems
Attribute disentangling
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