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赵春娜｜Chunna Zhao

Yunnan University工程师邮箱:zhaochunna@ynu.edu.cn

H指数:11

被引数:1,058

浏览量:0

个人简介

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教育背景

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工作经历

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荣誉奖项

云南省‘云岭青年人才’
北京市优秀青年知识分子

Robust fractional-order automatic differentiation and its applications in neural networks

鲁棒分数阶自动微分及其在神经网络中的应用

IF6.5

2026-09-230

PRE

TriAlignNet: A triple-path cross-modality alignment framework for multimodal time series forecasting

TriAlignNet：一种用于多模态时间序列预测的三路径跨模态对齐框架

Neural Networks

IF6.3

2026-07-010

PRE

Fractional-order matrix differentiation and its application in artificial neural networks

分数阶矩阵微分及其在人工神经网络中的应用

IF6.5

2025-12-220

PRE

Fractional-order gradient descent method based on fractional-order term exponential decay and its application in artificial neural networks

基于分数阶项指数衰减的分数阶梯度下降方法及其在人工神经网络中的应用

Information Processing & Management

IF6.9

2025-10-280

PRE

Adaptive hierarchical feature fusion and Hadamard product LSTM for multivariate time series forecasting

自适应分层特征融合与Hadamard product LSTM用于多变量时间序列预测

The Journal of Supercomputing

IF0

2025-10-100

PRE

DFGNet: A dual-pathway graph neural network via frequency decomposition for spatiotemporal forecasting

DFGNet：一种基于频率分解的双路径图神经网络，用于时空预测

Expert Systems with Applications

IF7.5

2025-09-010

PRE

Tlsam: multi-scale long-short trend fusion model for long-term multi-variable time series prediction

Tlsam：用于长期多变量时间序列预测的多尺度长短趋势融合模型

Knowledge and Information Systems

IF3.1

2025-07-060

PRE

Improved fractional-order gradient descent method based on multilayer perceptron

NEURAL NETWORKS

IF6.3

2025-03-011

PRE

MFFCNN: multi-scale fractional Fourier transform convolutional neural network for multivariate time series forecasting

MFFCNN：多尺度分数傅里叶变换卷积神经网络，用于多变量时间序列预测

JOURNAL OF SUPERCOMPUTING

IF2.7

2025-01-210

PRE

FLRNN-FGA: Fractional-Order Lipschitz Recurrent Neural Network with Frequency-Domain Gated Attention Mechanism for Time Series Forecasting

Flrnn-fga: 具有频域门控注意机制的分数阶Lipschitz递归神经网络，用于时间序列预测

FRACTAL AND FRACTIONAL

IF3.3

2024-07-225

OA

Fractional Order Sequential Minimal Optimization Classification Method

FRACTAL AND FRACTIONAL

IF3.3

2023-08-214

OA

Stock Prediction Model Based on Mixed Fractional Brownian Motion and Improved Fractional-Order Particle Swarm Optimization Algorithm

FRACTAL AND FRACTIONAL

IF3.3

2022-10-0210

OA

Formal Verification of Fractional-Order PID Control Systems Using Higher-Order Logic

FRACTAL AND FRACTIONAL

IF3.3

2022-08-309

OA

A Combined Model for Multivariate Time Series Forecasting Based on MLP-Feedforward Attention-LSTM

基于MLP-前馈注意力-LSTM的多变量时间序列组合预测模型

IF3.6

2022-01-018

OA

Formal modeling and verification of fractional order linear systems

ISA TRANSACTIONS

IF6.5

2016-05-017

PREAI

研究方向

神经网络时序预测图像处理自然语言处理分数阶系统形式化验证机器人视觉机器人控制近五年主要论著multivariate time series forecasting多变量时间序列预测交通预测Multivariate Time Series Forecasting时间序列预测深度学习优化器分数阶定义股票预测模型2022.图神经网络时空预测分数阶粒子群优化算法函数极限高阶逻辑形式化建模与验证分数阶微积分分数阶PI控制器分数阶系统高级逻辑形式化验证

H 指数:8论文数:58被引数:190

H 指数:6论文数:16被引数:73

H 指数:5论文数:17被引数:70

H 指数:5论文数:16被引数:82

H 指数:33论文数:324被引数:5,101

H 指数:16论文数:99被引数:1,175

H 指数:14论文数:144被引数:668

H 指数:36论文数:210被引数:3,858

H 指数:18论文数:134被引数:2,464

H 指数:10论文数:26被引数:390