Enabling Patient-side Disease Prediction via the Integration of Patient Narratives

no code implementations • 5 May 2024 • Zhixiang Su, Yinan Zhang, Jiazheng Jing, Jie Xiao, Zhiqi Shen

Disease prediction holds considerable significance in modern healthcare, because of its crucial role in facilitating early intervention and implementing effective prevention measures.

Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item Recommendation

1 code implementation • 17 Aug 2023 • Jiazheng Jing, Yinan Zhang, Xin Zhou, Zhiqi Shen

To our knowledge, this is the first work to explicitly model item popularity in recommendation systems.

Decision Making Recommendation Systems

Enhancing Factorization Machines with Generalized Metric Learning

1 code implementation • 20 Jun 2020 • Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang

Traditional FMs adopt the inner product to model the second-order interactions between different attributes, which are represented via feature vectors.

Attribute Metric Learning +1