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STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction Journal article
Rongqin Liang, Yuanman Li, Jiantao Zhou, Xia Li. STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 16504-16517.
Authors:  Rongqin Liang;  Yuanman Li;  Jiantao Zhou;  Xia Li
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:10.2/10.4 | Submit date：2023/08/28
Trajectory  Pedestrians  Behavioral Sciences  Task Analysis  Transformers  Data Models  Predictive Models  Attention Mechanism  Deep Neural Network  Generative Flow  Graph Learning  Trajectory Prediction  
Out-of-Distribution Detection of Unknown False Data Injection Attack With Logit-Normalized Bayesian ResNet Journal article
Feng, Guangxu, Lao, Keng Weng, Chen, Ge. Out-of-Distribution Detection of Unknown False Data Injection Attack With Logit-Normalized Bayesian ResNet[J]. IEEE Transactions on Smart Grid, 2024, 15(6), 6005-6017.
Authors:  Feng, Guangxu;  Lao, Keng Weng;  Chen, Ge
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.6/9.6 | Submit date：2024/07/04
Bayes Methods  Bayesian Neural Network  Current Measurement  Deep Learning  Epistemic Uncertainty  False Data Injection Attack  Neural Networks  Out-of-distribution Detection  Training  Uncertainty  Uncertainty Calibration  Vectors  
Exploring the anti-hepatocellular carcinoma effects of Xianglian Pill: Integrating network pharmacology and RNA sequencing via in silico and in vitro studies Journal article
Huang, Jihan, Shi, Ruipeng, Chen, Feiyu, Tan, Hor Yue, Zheng, Jinbin, Wang, Ning, Li, Ran, Wang, Yulin, Yang, Tao, Feng, Yibin, Zhong, Zhangfeng. Exploring the anti-hepatocellular carcinoma effects of Xianglian Pill: Integrating network pharmacology and RNA sequencing via in silico and in vitro studies[J]. Phytomedicine, 2024, 133, 155905.
Authors:  Huang, Jihan;  Shi, Ruipeng;  Chen, Feiyu;  Tan, Hor Yue;  Zheng, Jinbin; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:6.7/6.2 | Submit date：2024/09/03
Xianglian Pill  Hepatocellular Carcinoma  Network Pharmacology  Rna Sequencing  Big Data  
Replicating Power Flow Constraints Using Only Smart Meter Data for Coordinating Flexible Sources in Distribution Network Journal article
Chen, Ge, Zhang, Hongcai, Qin, Junjie, Song, Yonghua. Replicating Power Flow Constraints Using Only Smart Meter Data for Coordinating Flexible Sources in Distribution Network[J]. IEEE Transactions on Sustainable Energy, 2024, 15(4), 2428-2443.
Authors:  Chen, Ge;  Zhang, Hongcai;  Qin, Junjie;  Song, Yonghua
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.6 | Submit date：2024/08/05
Neural Constraint Replication  Topology Identification  Distribution Network  Smart Meter Data  Distributed Energy Resources  
Time-Varying ADN Load Modeling Considering the Suppression of the Plateau Phenomenon and Continuous Low-Quality Data Journal article
Wang, Peng, Zhang, Zhenyuan, Chen, Chenxu, Huang, Qi, Dai, Ningyi, Lee, Wei Jen. Time-Varying ADN Load Modeling Considering the Suppression of the Plateau Phenomenon and Continuous Low-Quality Data[J]. IEEE Transactions on Industry Applications, 2024, 60(5), 7451-7460.
Authors:  Wang, Peng;  Zhang, Zhenyuan;  Chen, Chenxu;  Huang, Qi;  Dai, Ningyi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.2/4.5 | Submit date：2024/11/05
Active Distribution Network  Continuous Low-quality Data  Improved Synthesis Load Model  Target Parameter Selection  Time-varying Parameter Identification  
Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks Conference paper
Duan, Wenying, Fang, Tianxiang, Rao, Hong, He, Xiaoxi. Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks[C], New York, NY, USA:Association for Computing Machinery, 2024, 701-712.
Authors:  Duan, Wenying;  Fang, Tianxiang;  Rao, Hong;  He, Xiaoxi
Favorite | TC[Scopus]:0 | Submit date：2024/09/11
Lottery Ticket Hypothesis  Spatial-temporal Data Mining  Spatial-temporal Graph Neural Network  
Value creation in wine tourism – an exploration through deep neural networks Journal article
Gao, Daniel, Xia, Haiyang, Deng, Weiling, Muskat, Birgit, Li, Gang, Law, Rob. Value creation in wine tourism – an exploration through deep neural networks[J]. Journal of Vacation Marketing, 2024, 30(3), 376-391.
Authors:  Gao, Daniel;  Xia, Haiyang;  Deng, Weiling;  Muskat, Birgit;  Li, Gang; et al.
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:4.5/4.5 | Submit date：2024/07/04
Deep Neural Network  Exploratory Design  Online Review Data  Tourist Decision-making  Value Creation  Wine Tourism  
Electric Spring for Two-Timescale Coordination Control of Voltage and Reactive Power in Active Distribution Networks Journal article
Gong, Jianhua, Lao, Keng Weng. Electric Spring for Two-Timescale Coordination Control of Voltage and Reactive Power in Active Distribution Networks[J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2024, 39(3), 1864-1876.
Authors:  Gong, Jianhua;  Lao, Keng Weng
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:3.8/4.2 | Submit date：2024/05/16
Active Distribution Network  Data-driven Modeling  Electric Spring  Mix-integer Second-order Cone Program  Volt-var Control  
Blockchain-based autonomous decentralized trust management for social network Journal article
Huang, Qi An, Si, Yain Whar. Blockchain-based autonomous decentralized trust management for social network[J]. Journal of Supercomputing, 2024, 80(10), 14752-14772.
Authors:  Huang, Qi An;  Si, Yain Whar
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.5/2.4 | Submit date：2024/05/16
Blockchain  Data Credibility  Proof-of-trust  Social Network  Trust Management  
Long-term hourly air quality data bridging of neighboring sites using automated machine learning: A case study in the Greater Bay area of China Journal article
Wu, Boxi, Wu, Cheng, Ye, Yuchen, Pei, Chenglei, Deng, Tao, Li, Yong Jie, Lu, Xingcheng, Wang, Lei, Hu, Bin, Li, Mei, Wu, Dui. Long-term hourly air quality data bridging of neighboring sites using automated machine learning: A case study in the Greater Bay area of China[J]. Atmospheric Environment, 2024, 321, 120347.
Authors:  Wu, Boxi;  Wu, Cheng;  Ye, Yuchen;  Pei, Chenglei;  Deng, Tao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.2/4.4 | Submit date：2024/04/02
Air Pollution  Data Gap  Long-term Trend  Machine Learning  Monitoring Network