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Ruibin Bai

University of Nottingham, Ningbo - University of Nottingham Ningbo China

SCHOLARLY PAPERS

8

DOWNLOADS

362

TOTAL CITATIONS

1

Scholarly Papers (8)

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1.

Enhancing Container Port Traffic Simulation by Data-Driven Learning-Based Method with Sparse Data

Number of pages: 52 Posted: 23 Sep 2023
Xinan Chen, Rong Qu, Jing Dong, Haibo Dong and Ruibin Bai
University of Nottingham, University of Nottingham, University of Cambridge, University of Nottingham, Ningbo - University of Nottingham Ningbo China and University of Nottingham, Ningbo - University of Nottingham Ningbo China
Downloads 66 (907,769)

Abstract:

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Intelligent Intersection, Transport Simulation, Reinforcement
Learning, genetic programming, Port Optimization

2.

A Semi-Supervised Adaptive Discriminative Discretization Method Improving Discrimination Power of Regularized Naive Bayes

Number of pages: 33 Posted: 19 Nov 2022
Shihe Wang, Jianfeng Ren and Ruibin Bai
affiliation not provided to SSRN, University of Nottingham, Ningbo - University of Nottingham Ningbo China and University of Nottingham, Ningbo - University of Nottingham Ningbo China
Downloads 65 (916,100)

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Naive Bayes Classifier, Semi-Supervised Discretization, Attribute Weighting, Adaptive Discriminative Discretization

3.

Advancing Container Port Traffic Simulation: A Data-Driven Machine Learning Approach in Sparse Data Environments

Number of pages: 53 Posted: 15 Mar 2024
Xinan Chen, Rong Qu, Jing Dong, Haibo Dong and Ruibin Bai
University of Nottingham, University of Nottingham, University of Cambridge, University of Nottingham, Ningbo - University of Nottingham Ningbo China and University of Nottingham, Ningbo - University of Nottingham Ningbo China
Downloads 60 (970,490)

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Intelligent intersection, transport simulation, Reinforcement
Learning, Genetic programming, Port optimization

4.

Online Risk-Aware Pattern Adjustment for Bin Packing Problem

Number of pages: 31 Posted: 21 May 2025
Huayan Zhang, Ruibin Bai and Tie-Yan Liu
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China and Microsoft Research Asia
Downloads 40 (1,196,171)

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Online Bin Packing Problem, Pattern Recognition, Risk-Aware Uncertainty Handling, Shadow Price, Integer programming, evolutionary computation

5.

A Max-Relevance-Min-Divergence Criterion for Data Discretization with Applications on Naive Bayes

Number of pages: 36 Posted: 30 Nov 2022
Shihe Wang, Jianfeng Ren, Ruibin Bai, Yuan Yao and Xudong Jiang
affiliation not provided to SSRN, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, affiliation not provided to SSRN and Nanyang Technological University
Downloads 36 (1,236,159)

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Data Discretization, Maximal Dependency, Maximal Relevance, Minimal Divergence, Naive Bayes Classification

6.

Adaptive Pattern Mining for Stochastic Constrained Combinatorial Optimisation with Causal Structure Analysis

Number of pages: 33 Posted: 15 Sep 2025
Huayan Zhang, Ruibin Bai, Jiawei Li, Huangyan Deng, Bingchen Lin, Jianfeng Ren and Tie-Yan Liu
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China and Microsoft Research Asia
Downloads 35 (1,249,711)

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bin packing problem, column generation, online combinatorial optimisation, adaptive pattern mining, causal structure

7.

Pattern Based Learning and Optimisation Through Pricing for Bin Packing Problem

Number of pages: 37 Posted: 09 May 2024
Huayan Zhang, Ruibin Bai, Tie-Yan Liu, Jiawei Li, Bingchen Lin and Jianfeng Ren
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, Microsoft Research Asia, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China and University of Nottingham, Ningbo - University of Nottingham Ningbo China
Downloads 34 (1,263,436)
Citation 1

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online bin packing problem, patterns, column generation, combinatorial optimisation, uncertainty

8.

TDCGait: A Temporal-Doppler-Concept Tri-branch Framework for Radar Gait Recognition

Number of pages: 35 Posted: 03 Sep 2025
Zhongkun He, Wentao He, Jianfeng Ren, Ruibin Bai, Lijun Guo and Xudong Jiang
Ningbo University of Technology, Ningbo University, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, Ningbo University and Nanyang Technological University
Downloads 26 (1,385,945)

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Radar gait recognition, micro-Doppler signature, spatial-channel attention, multi-view learning, feature partitioning