Search Results for author: Shaoliang Zhang

Found 4 papers, 2 papers with code

Explainable artificial intelligence model for identifying Market Value in Professional Soccer Players

no code implementations8 Nov 2023 Chunyang Huang, Shaoliang Zhang

This study introduces an advanced machine learning method for predicting soccer players' market values, combining ensemble models and the Shapley Additive Explanations (SHAP) for interpretability.

Explainable artificial intelligence feature selection +1

Adversarial Learning Data Augmentation for Graph Contrastive Learning in Recommendation

1 code implementation5 Feb 2023 JunJie Huang, Qi Cao, Ruobing Xie, Shaoliang Zhang, Feng Xia, HuaWei Shen, Xueqi Cheng

To reduce the influence of data sparsity, Graph Contrastive Learning (GCL) is adopted in GNN-based CF methods for enhancing performance.

Contrastive Learning Data Augmentation

Reweighting Clicks with Dwell Time in Recommendation

no code implementations19 Sep 2022 Ruobing Xie, Lin Ma, Shaoliang Zhang, Feng Xia, Leyu Lin

Precisely, we first define a new behavior named valid read, which helps to select high-quality click instances for different users and items via dwell time.

valid

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