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Optimization of spatial-temporal graph: A taxi demand forecasting model based on spatial-temporal tree 期刊论文
INFORMATION FUSION, 2024, 卷号: 104, 页码: 12
作者:  Li, Jianbo;  Lv, Zhiqiang;  Ma, Zhaobin;  Wang, Xiaotong;  Xu, Zhihao
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Intelligent transportation system  Taxi demand  Graph structure  Tree structure  Multiple factors  
Multi-source underwater DOA estimation using PSO-BP neural network based on high-order cumulant optimization 期刊论文
CHINA COMMUNICATIONS, 2023, 页码: 18
作者:  Chen, Haihua;  Zhang, Jingyao;  Jiang, Bin;  Cui, Xuerong;  Zhou, Rongrong;  Zhang, Yucheng
收藏  |  浏览/下载：13/0  |  提交时间：2023/12/04
Direction-of-arrival estimation  Estimation  Neural networks  Mathematical models  Training  Covariance matrices  Biological neural networks  particle swarm optimization (PSO) algorithm  PSO-BP neural network  gaussian colored noise  multiple sources  higher-order cumulant  
Neural Network Pruning by Recurrent Weights for Finance Market 期刊论文
ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2022, 卷号: 22, 期号: 3, 页码: 23
作者:  Pei, Songwen;  Wu, Yusheng;  Guo, Jin;  Qiu, Meikang
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Channel pruning  neural networks  recurrent weights  finance market  
TripleBrain: A Compact Neuromorphic Hardware Core With Fast On-Chip Self-Organizing and Reinforcement Spike-Timing Dependent Plasticity 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2022, 卷号: 16, 期号: 4, 页码: 636-650
作者:  Wang, Haibing;  He, Zhen;  Wang, Tengxiao;  He, Junxian;  Zhou, Xichuan;  Wang, Ying;  Liu, Liyuan;  Wu, Nanjian;  Tian, Min;  Shi, Cong
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
Neurons  Neuromorphics  Hardware  System-on-chip  Field programmable gate arrays  Synapses  Self-organizing feature maps  Neuromorphic system  spiking neural network  spike-timing dependent plasticity  self-organizing map  reinforce- ment learning  on-chip learning  
Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 5, 页码: 2360-2374
作者:  Feng, Jie;  Li, Yong;  Yang, Zeyu;  Qiu, Qiang;  Jin, Depeng
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Trajectory  Semantics  Predictive models  Task analysis  Recurrent neural networks  Adaptation models  Context modeling  Neural network  attention  human mobility  
Fine-Grained Trajectory-Based Travel Time Estimation for Multi-City Scenarios Based on Deep Meta-Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 13
作者:  Wang, Chenxing;  Zhao, Fang;  Zhang, Haichao;  Luo, Haiyong;  Qin, Yanjun;  Fang, Yuchen
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
Estimation  Trajectory  Task analysis  Urban areas  Roads  Data models  Global Positioning System  Spatial-temporal data mining  travel time estimation  meta learning  deep learning  
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：299/0  |  提交时间：2020/12/10
Non-negative Matrix Factorization  Maximum entropy  Correlated latent factor learning  
ADST: Forecasting Metro Flow Using Attention-Based Deep Spatial-Temporal Networks with Multi-Task Learning 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 16, 页码: 23
作者:  Jia, Hongwei;  Luo, Haiyong;  Wang, Hao;  Zhao, Fang;  Ke, Qixue;  Wu, Mingyao;  Zhao, Yunyun
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
forecasting passenger flow  spatiotemporal networks  multi-task learning  attention mechanism  spatiotemporal dependency  
CoL-GAN: Plausible and Collision-Less Trajectory Prediction by Attention-Based GAN 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 101662-101671
作者:  Liu, Shaohua;  Liu, Haibo;  Bi, Huikun;  Mao, Tianlu
收藏  |  浏览/下载：56/0  |  提交时间：2020/12/10
Trajectory  Generative adversarial networks  Gallium nitride  Predictive models  Collision avoidance  Decoding  Generators  Trajectory prediction  generative adversarial network  deep learning  
Identification of functional lncRNAs based on competing endogenous RNA network in osteoblast differentiation 期刊论文
JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 页码: 13
作者:  Hong, Shuai;  Hu, Supei;  Kang, Zhengyang;  Liu, Zhiguo;  Yang, Weibin;  Zhang, Yongzhi;  Yang, Dengfeng;  Ruan, Wenhui;  Yu, Guoyong;  Sun, Liang;  Chen, Liang
收藏  |  浏览/下载：80/0  |  提交时间：2019/12/10
ceRNA  feedback loops  lncRNA  osteoblast differentiation