Tao Song

About Tao Song

Tao Song, With an exceptional h-index of 38 and a recent h-index of 30 (since 2020), a distinguished researcher at China University of Petroleum, specializes in the field of Bio-computing, Bioinformatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

A review of artificial intelligence in marine science

MARPPI: boosting prediction of protein–protein interactions with multi-scale architecture residual network

EEMD-ConvLSTM: a model for short-term prediction of two-dimensional wind speed in the South China Sea

Interface-aware molecular generative framework for protein-protein interaction modulators

Identifying potential small molecule–miRNA associations via Robust PCA based on γ-norm regularization

Artificial intelligence technology based on deep learning in digestive endoscopy imaging diagnosis

QuantumTox: Utilizing quantum chemistry with ensemble learning for molecular toxicity prediction

SDPNet: A Novel DeepLearning Method for Ocean Surface Current Prediction

Tao Song Information

University

Position

Associate Professor Adjunct Associate Professer in Swinburne

Citations(all)

4780

Citations(since 2020)

2759

Cited By

2580

hIndex(all)

38

hIndex(since 2020)

30

i10Index(all)

84

i10Index(since 2020)

67

Email

University Profile Page

Google Scholar

Tao Song Skills & Research Interests

Bio-computing

Bioinformatics

Top articles of Tao Song

A review of artificial intelligence in marine science

2023/2/16

MARPPI: boosting prediction of protein–protein interactions with multi-scale architecture residual network

Briefings in Bioinformatics

2023/1

EEMD-ConvLSTM: a model for short-term prediction of two-dimensional wind speed in the South China Sea

Applied Intelligence

2023/12

Interface-aware molecular generative framework for protein-protein interaction modulators

bioRxiv

2023/10/10

Identifying potential small molecule–miRNA associations via Robust PCA based on γ-norm regularization

Briefings in Bioinformatics

2023/9

Artificial intelligence technology based on deep learning in digestive endoscopy imaging diagnosis

Personal and Ubiquitous Computing

2023/6/1

QuantumTox: Utilizing quantum chemistry with ensemble learning for molecular toxicity prediction

Computers in Biology and Medicine

2023/5/1

SDPNet: A Novel DeepLearning Method for Ocean Surface Current Prediction

Journal of Physics: Conference Series

2023/5/1

Probabilistic forecasting of tropical cyclones intensity using machine learning model

Environmental Research Letters

2023/4/13

MulCNN: An efficient and accurate deep learning method based on gene embedding for cell type identification in single-cell RNA-seq data

Frontiers in Genetics

2023/4/4

scTransSort: Transformers for intelligent annotation of cell types by gene embeddings

Biomolecules

2023/3/28

Tropical cyclone intensity probabilistic forecasting system based on deep learning

International Journal of Intelligent Systems

2023/3/18

DNMG: Deep molecular generative model by fusion of 3D information for de novo drug design

Methods

2023/3/1

Prediction of significant wave height based on EEMD and deep learning

Frontiers in Marine Science

2023/2/22

DEEPStack-RBP: Accurate identification of RNA-binding proteins based on autoencoder feature selection and deep stacking ensemble classifier

Knowledge-Based Systems

2022/11/28

Tao Song
Tao Song

H-Index: 26

Bin Yu
Bin Yu

H-Index: 1

RGN: residue-Based graph attention and convolutional network for protein–protein interaction site prediction

Journal of chemical information and modeling

2022/11/18

TransCluster: A Cell-Type Identification Method for single-cell RNA-Seq data using deep learning based on transformer

Frontiers in Genetics

2022/10/11

A significant wave height prediction method based on deep learning combining the correlation between wind and wind waves

Frontiers in Marine Science

2022/10/3

DCSE: Double-Channel-Siamese-Ensemble model for protein protein interaction prediction

BMC genomics

2022/8/4

ATDNNS: An adaptive time–frequency decomposition neural network-based system for tropical cyclone wave height real-time forecasting

Future Generation Computer Systems

2022/8/1

Fan Meng
Fan Meng

H-Index: 7

Tao Song
Tao Song

H-Index: 26

See List of Professors in Tao Song University(China University of Petroleum)

Co-Authors

academic-engine