Ruobin Gao

About Ruobin Gao

Ruobin Gao, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of time series, machine learning, biosignal.

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

Predictive analysis of sell-and-purchase shipping market: A PIMSE approach

Deep learning-based object detection in maritime unmanned aerial vehicle imagery: Review and experimental comparisons

Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural network

Unsupervised maritime anomaly detection for intelligent situational awareness using AIS data

Ship order book forecasting by an ensemble deep parsimonious random vector functional link network

Collaborative Deep Reinforcement Learning for Solving Multi-Objective Vehicle Routing Problems

Deep Learning-Empowered Unsupervised Maritime Anomaly Detection

A spectral-ensemble deep random vector functional link network for passive brain–computer interface

Ruobin Gao Information

University

Position

___

Citations(all)

479

Citations(since 2020)

479

Cited By

7

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Ruobin Gao Skills & Research Interests

time series

machine learning

biosignal

Top articles of Ruobin Gao

Predictive analysis of sell-and-purchase shipping market: A PIMSE approach

Transportation Research Part E: Logistics and Transportation Review

2024/5/1

Ruobin Gao
Ruobin Gao

H-Index: 2

Deep learning-based object detection in maritime unmanned aerial vehicle imagery: Review and experimental comparisons

2024/2/1

Ruobin Gao
Ruobin Gao

H-Index: 2

Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural network

Information Fusion

2024/2/1

Ruobin Gao
Ruobin Gao

H-Index: 2

Lingping Kong
Lingping Kong

H-Index: 7

Unsupervised maritime anomaly detection for intelligent situational awareness using AIS data

Knowledge-Based Systems

2024/1/25

Ship order book forecasting by an ensemble deep parsimonious random vector functional link network

Engineering Applications of Artificial Intelligence

2024/7/1

Ruobin Gao
Ruobin Gao

H-Index: 2

Collaborative Deep Reinforcement Learning for Solving Multi-Objective Vehicle Routing Problems

2023/12

Ruobin Gao
Ruobin Gao

H-Index: 2

Guillaume Sartoretti
Guillaume Sartoretti

H-Index: 7

Deep Learning-Empowered Unsupervised Maritime Anomaly Detection

2023/11/20

Ruobin Gao
Ruobin Gao

H-Index: 2

A spectral-ensemble deep random vector functional link network for passive brain–computer interface

Expert Systems with Applications

2023/10/1

Online dynamic ensemble deep random vector functional link neural network for forecasting

Neural Networks

2023/7/7

Ruobin Gao
Ruobin Gao

H-Index: 2

Ruilin Li
Ruilin Li

H-Index: 1

Low-rank and global-representation-key-based attention for graph transformer

Information Sciences

2023/9/1

Lingping Kong
Lingping Kong

H-Index: 7

Ruobin Gao
Ruobin Gao

H-Index: 2

Self-Distillation for Randomized Neural Networks

IEEE Transactions on Neural Networks and Learning Systems

2023/8/16

Ruobin Gao
Ruobin Gao

H-Index: 2

An enhanced ensemble deep random vector functional link network for driver fatigue recognition

Engineering Applications of Artificial Intelligence

2023/8/1

Online ensemble deep random vector functional link for the assistive robots

2023/6/18

Ruobin Gao
Ruobin Gao

H-Index: 2

Meng Yuan
Meng Yuan

H-Index: 14

A new perspective on air quality index time series forecasting: A ternary interval decomposition ensemble learning paradigm

Technological Forecasting and Social Change

2023/6/1

Ruobin Gao
Ruobin Gao

H-Index: 2

Random vector functional link network: recent developments, applications, and future directions

2023/5/5

Ruobin Gao
Ruobin Gao

H-Index: 2

Muhammad Tanveer
Muhammad Tanveer

H-Index: 3

A decomposition-based hybrid ensemble CNN framework for driver fatigue recognition

Information Sciences

2023/5

Ruilin Li
Ruilin Li

H-Index: 1

Ruobin Gao
Ruobin Gao

H-Index: 2

Learning-based motion-intention prediction for end-point control of upper-limb-assistive robots

Sensors

2023/3/10

Dynamic ensemble deep echo state network for significant wave height forecasting

Applied Energy

2023/1/1

Ruobin Gao
Ruobin Gao

H-Index: 2

Ruilin Li
Ruilin Li

H-Index: 1

Significant wave height forecasting using hybrid ensemble deep randomized networks with neurons pruning

Engineering Applications of Artificial Intelligence

2023/1/1

Ruobin Gao
Ruobin Gao

H-Index: 2

Ruilin Li
Ruilin Li

H-Index: 1

Bayesian optimization based dynamic ensemble for time series forecasting

2022/4/1

Liang Du
Liang Du

H-Index: 10

Ruobin Gao
Ruobin Gao

H-Index: 2

See List of Professors in Ruobin Gao University(Nanyang Technological University)

Co-Authors

academic-engine