no code implementations • 30 Jan 2024 • Fei Jing, Zi-Ke Zhang, Qingpeng Zhang
The structure of data organization is widely recognized as having a substantial influence on the efficacy of machine learning algorithms, particularly in binary classification tasks.
no code implementations • 3 Aug 2021 • Chuang Liu, Shimin Yu, Ying Huang, Zi-Ke Zhang
Link and sign prediction in complex networks bring great help to decision-making and recommender systems, such as in predicting potential relationships or relative status levels.
1 code implementation • 6 Feb 2012 • Linyuan Lü, Matus Medo, Chi Ho Yeung, Yi-Cheng Zhang, Zi-Ke Zhang, Tao Zhou
In this article, we review recent developments in recommender systems and discuss the major challenges.