Search预测模型returned 37 results

---

1

Explainable lipid nanoparticles transfection efficiency prediction model based on multimodal feature fusion

基于多模态特征融合的可解释性脂质纳米颗粒转染效率预测模型

Pang Guojun

Lin Bangjiang

Zheng Bowen

Chen Jian

Xu Bohui

multimodal feature fusion

neural network convolution

multi-layer perceptron

lipid nanoparticles

shapley additive explanations

model interpretability

Accepted Paper No. 4, 2026 : doi:10.19734/j.issn.1001-3695.2025.08.0282

2

Neighborhood variant chimp multipeak optimization algorithm and its application

邻域变异的黑猩猩多峰优化算法

Qi Mingjun

Wang Zhibao

vector disturbance

variation factor

directional guidance

control parameter

prediction model

No. 6, 2025 : 1784-1793 doi:10.19734/j.issn.1001-3695.2024.10.0419

3

Multi-modal pedestrian crossing intention prediction model based on pre-normalization Transformer

基于前置归一化Transformer的融合多模态行人过街意图预测模型

Chen Zhendong

Liu Guangcong

Ye Zhenyu

pedestrian crossing

intention prediction

multi-model fusion

Transformer

No. 5, 2025 : 1378-1384 doi:10.19734/j.issn.1001-3695.2024.10.0428

4

Traffic prediction model considering spatial correlation of non-neighboring nodes

考虑非邻近节点空间相关性的交通流预测模型

Yan Guanghui

Li Hongtao

Zhang Bin

Chang Wenwen

traffic prediction

hypergraph theory

graph convolution network(GCN)

No. 3, 2025 : 825-833 doi:10.19734/j.issn.1001-3695.2024.07.0261

5

Flight delay prediction model based on improved dual dynamic spatial-temporal graph network

基于改进双动态时空图网络的航班延误预测模型

Wei Ming

Xu Ziqing

Sun Bo

air transportation

flight delay prediction

graph convolution network

hyper graph convolution network

multi graph information fusion

No. 2, 2025 : 365-370 doi:10.19734/j.issn.1001-3695.2024.06.0282

6

Fusion of distance threshold and Bi-TCN for spatio-temporal attention pedestrian trajectory prediction model

融合距离阈值和双向TCN的时空注意力行人轨迹预测模型

Wang Hongxia

Nie Zhenkai

Zhong Qiang

pedestrian trajectory prediction

partial pedestrian model

distance threshold

spatio-temporal attention mechanism

bidirectional temporal convolutional network(Bi-TCN)

gating mechanism

No. 11, 2024 : 3303-3310 doi:10.19734/j.issn.1001-3695.2024.04.0103

7

Crowdfunding performance prediction model based on investor behavior analysis

基于投资者行为分析的众筹绩效预测模型

Wei Ju

Zhou Zhengming

investor behavior

uncertainty preference

behavioral modeling

crowdfunding performance

No. 8, 2024 : 2448-2454 doi:10.19734/j.issn.1001-3695.2023.11.0590

8

Digital twin process prediction model based on concept drift detection

基于概念漂移检测的数字孪生流程预测模型

Xiong Zhengyun

Fang Xianwen

predictive process monitoring

activity prediction

drift detection

digital twin

No. 7, 2024 : 2039-2045 doi:10.19734/j.issn.1001-3695.2023.11.0541

9

Joint adversarial training method based on learnable attack step size

基于可学习攻击步长的联合对抗训练方法

Yang Shikang

Liu Yi

adversarial training(AT)

adversarial example

adversarial attack

prediction model

learnable attack step size

No. 6, 2024 : 1845-1850 doi:10.19734/j.issn.1001-3695.2023.09.0431

10

Model of predicting motion trajectory of connected vehicles based on Informer algorithm

基于Informer算法的网联车辆运动轨迹预测模型

Zhao Dongyu

Wang Zhijian

Song Chenglong

intelligent traffic control

autonomous vehicles

trajectory data prediction

Informer model

attention model

feature extraction

No. 4, 2024 : 1029-1033 doi:10.19734/j.issn.1001-3695.2023.08.0375

11

Traffic flow prediction model based on combining periodic graph convolution network and multi-head attention GRU

基于周期图卷积与多头注意力GRU组合的交通流量预测模型

Zhong Linlan

Zhang Anqin

Tian Xiuxia

traffic flow prediction

graph convolutional network(GCN)

multi-head attention mechanism

gated recurrent unit(GRU)

gated fusion mechanism

spatial-temporal fusion

No. 4, 2024 : 1041-1046 doi:10.19734/j.issn.1001-3695.2023.08.0362

12

Traffic flow prediction model based on multi-channel spatial-temporal encoder

基于多通道时空编码器的交通流量预测模型

Zhang Anqin

Qin Tian

traffic flow prediction

encoder

spatial position coding

attention mechanism

graph generator

No. 1, 2024 : 83-87,93 doi:10.19734/j.issn.1001-3695.2023.06.0209

13

Virtual machine fault prediction model based on dynamic sliding window multi-channel Bi-LSTM in cloud environment

云环境下基于动态滑动窗口多通道Bi-LSTM的虚拟机故障预测模型

Wang Kaifang

Jiang Ying

virtual machine

fault prediction

dynamic sliding window

multi-channel

Bi-LSTM

No. 3, 2023 : 855-862 doi:10.19734/j.issn.1001-3695.2022.07.0395

14

Traffic flow prediction model based on graph convolutional network for traffic intersections

基于图卷积网络的交通路口流量预测模型

He Qinwei

Li Xuejun

Liao Jing

traffic flow prediction

taxi trajectory data

urban road network

spatio-temporal model

No. 2, 2023 : 440-444 doi:10.19734/j.issn.1001-3695.2022.06.0307

15

Research on multidimensional price prediction model based on multi-view attention mechanism

基于多视图注意力机制的多维度价格预测模型研究

Song Jin

Mi Liqun

Su Yanyuan

stock price forecast

attention mechanism

spatial-temporal intelligent correlation

multi-view angles

multidimensional prediction model

No. 11, 2022 : 3258-3262 doi:10.19734/j.issn.1001-3695.2022.04.0176

16

Link prediction method based on local topological structure

基于局部图结构的链接预测模型

Zhao Siyun

Huang Zengfeng

link prediction

subgraph extraction

PageRank

node labeling

No. 9, 2022 : 2723-2730 doi:10.19734/j.issn.1001-3695.2022.03.0117

17

Click prediction model based on product description

基于商品描述文案的点击预测模型

Huang Haoxuan

Sheng Wu

LightGBM

click prediction

text sentiment analysis

LDA topic model

cold start

No. 8, 2022 : 2422-2426 doi:10.19734/j.issn.1001-3695.2022.01.0025

18

Short-term demand prediction model for public bikes considering variable environmental factors

考虑可变环境因素的公共自行车短期需求预测模型

Qiao Jian

Chen Shaobo

He Mengying

public bike

short-term demand prediction

graph convolutional neural network

long short-term memory

No. 8, 2022 : 2427-2431 doi:10.19734/j.issn.1001-3695.2022.01.0024

19

Outfit compatibility prediction model based on hypergraph representation

基于超图表示的服装兼容性预测模型

Li Jian

Li Zhuo

Ma Tianxiang

Liang Jifeng

outfit compatibility

hypergraph representation

graph neural network

attention mechanism

No. 8, 2022 : 2506-2510 doi:10.19734/j.issn.1001-3695.2022.01.0038

20

Interpretable method of just-in-time defect prediction model for mobile App

移动App即时缺陷预测模型的可解释性方法

Hu Xinyu

Chen Xiang

Xia Hongling

Gu Yafeng

just-in-time defect prediction

mobile App

interpretability

hyper parameter optimization

No. 7, 2022 : 2104-2108 doi:10.19734/j.issn.1001-3695.2021.12.0679

21

Prediction model of dishes sales in Chinese optional restaurant based on group decision characteristics

基于群体决策特征的中式自选餐厅菜品销量预测模型

Zhu Tingjie

Wang Pengju

Sun Weiqiang

predictive model

decision model

differential evolution algorithm

No. 6, 2022 : 1731-1736 doi:10.19734/j.issn.1001-3695.2021.11.0622

22

Traffic flow prediction model based on attention mechanism of temporal graph

基于时间图注意力的交通流量预测模型

Yao Xiaomin

Zhang Xinlan

Zhang Zhenguo

traffic prediction

temporal dependence

spatial dependence

temporal convolutional network

attention mechanism

No. 3, 2022 : 770-773,779 doi:10.19734/j.issn.1001-3695.2021.08.0344

23

Link prediction model based on clustering information and symmetric non-negative matrix factorization

基于聚类信息和对称非负矩阵分解的链路预测模型研究

Chen Guangfu

Wang Haibo

complex network

link prediction

symmetric non-negative matrix factorization

node and link clustering information

No. 12, 2021 : 3733-3738 doi:10.19734/j.issn.1001-3695.2021.05.0192

24

Air quality prediction model based on spatial-temporal similarity LSTM

基于时空相似LSTM的空气质量预测模型

Fang Wei

Zhu Runsu

LSTM

Granger causality

dynamic time warping

spatial-temporal similarity

air quality prediction

No. 9, 2021 : 2640-2645 doi:10.19734/j.issn.1001-3695.2021.01.0011

25

Min-Min algorithm for optimizing moving average prediction model

一种优选移动平均预测模型的Min-Min算法

Xu Qili

moving average method

Min-Min algorithm

prediction

artificial intelligence

No. 6, 2021 : 1744-1747,1758 doi:10.19734/j.issn.1001-3695.2020.06.0163

26

Based on nonnegative matrix factorization for link prediction model via multiple information combination modes

基于多种信息组合模式的非负矩阵分解链路预测模型

Tang Minghu

non-negative matrix factorization

attributed network

information fusion

link prediction

No. 5, 2021 : 1393-1397,1408 doi:10.19734/j.issn.1001-3695.2020.04.0100

27

Exploring heterogeneous variational hypergraph autoencoder for hyper-edge link prediction

面向异质变分超图自动编码器的超边链接预测模型

Yang Weiying

Wang Ying

Wu Yue

heterogeneous information network

variational graph autoencoder

representation learning

link prediction

hypergraph

No. 5, 2021 : 1508-1513,1519 doi:10.19734/j.issn.1001-3695.2020.06.0191

28

Research on improving Simulink fault detection performance using search model

利用搜索模型提升Simulink故障探测性能的方法研究

Tan Chenghong

Lu Xuesong

Simulink model

failure detection

diversity

prediction model

No. 9, 2020 : 2758-2761 doi:10.19734/j.issn.1001-3695.2019.03.0154

29

Hierarchical and attentional emoji prediction model for social media

面向社交媒体的分级注意力表情符预测模型

Zhang Xilai

Zhou Junxiang

Ji Donghong

emoji prediction

hashtag

hierarchical prediction

attention mechanism

social media

No. 7, 2020 : 1931-1934 doi:10.19734/j.issn.1001-3695.2018.12.0934

30

Predicting system vulnerability discovery with growth curve

一种基于生长曲线的系统漏洞发现预测模型

Tang Chenghua

Pan Ran

Li Haidong

Qiang Baohua

system vulnerability

vulnerability discovery

vulnerability prediction

growth curve

network security

No. 7, 2020 : 2136-2139 doi:10.19734/j.issn.1001-3695.2019.01.0017

31

Retail consumer traffic forecasting based on multi-factor sparse regression prediction model

基于多因素稀疏回归预测模型的商家客流量预测

Zheng Zengwei

Du Junjie

Zhou Yanzhen

Sun Lin

Huo Meimei

business intelligent platform

customer traffic prediction

sparse regression

multiple factors analysis

dictionary learning

No. 5, 2020 : 1440-1444 doi:10.19734/j.issn.1001-3695.2018.10.0816

32

Real-time prediction model of H.265 video bandwidth

一种H.265视频带宽实时预测模型

Liu Jiangtao

Li Zeping

Yang Bingzhao

bandwidth prediction

H. 265

Markov chain

media streaming

No. 2, 2020 : 365-369 doi:10.19734/j.issn.1001-3695.2018.08.0552

33

Selective ensemble prediction model for gas disaster based on correlation analysis

基于相关性分析的瓦斯灾害选择集成预测模型

Jia Pengtao

Lyu Qiaolin

gas disaster

correlation analysis

selective ensemble regression learning

ensemble forward sequential selection

recognition rate

No. 12, 2019 : 3769-3772 doi:10.19734/j.issn.1001-3695.2018.08.0591

34

Efficient network traffic prediction method based on PF-LSTM network

基于PF-LSTM网络的高效网络流量预测方法

Li Xiaolin

Wu Teng

network traffic prediction

long short-term memory

particle filter algorithm

forecast model

No. 12, 2019 : 3833-3836 doi:10.19734/j.issn.1001-3695.2018.06.0394

35

Short-term traffic flow velocity prediction model based on time series and BP-ANN

基于时间序列与BP-ANN的短时交通流速度预测模型研究

Tian Ruijie

Zhang Weishi

Zhai Huawei

time series

artificial neural network

short-term prediction

traffic flow velocity

No. 11, 2019 : 3262-3265,3329 doi:10.19734/j.issn.1001-3695.2018.06.0308

36

Fractional order grey model GSA-TSGM(1,1) with time sequence variation regression driven by gravitational search algorithm

基于引力搜索算法的分数阶变异时序回归GSA-TSGM(1,1)模型

Gao Fei

Fang Hailian

fractional accumulated generating operator

gravitational search algorithm

time sequence variation model

long-term in grey model

No. 6, 2019 : 1668-1672 doi:10.19734/j.issn.1001-3695.2018.01.0004

37

Research on life cycle prediction model of micro-blog based on opinion leaders

基于意见领袖的微博生命周期预测模型研究

Huang Xianying

Yang Linfeng

Liu Xiaoyang

Gao Mindong

communication model

opinion leader

influence

micro-blog life cycle

No. 3, 2019 : 701-705,761 doi:10.19734/j.issn.1001-3695.2017.09.0945