GDN: A Stacking Network Used for Skin Cancer Diagnosis

no code implementations • 5 Dec 2023 • Jingmin Wei, Haoyang Shen, Ziyi Wang, Ziqian Zhang

Skin cancer, the primary type of cancer that can be identified by visual recognition, requires an automatic identification system that can accurately classify different types of lesions.

Image Classification regression

Implementing a new fully stepwise decomposition-based sampling technique for the hybrid water level forecasting model in real-world application

no code implementations • 19 Sep 2023 • Ziqian Zhang, Nana Bao, Xingting Yan, Aokai Zhu, Chenyang Li, MingYu Liu

Results of VMD-based hybrid model using FSDB sampling technique show that Nash-Sutcliffe Efficiency (NSE) coefficient is increased by 6. 4%, 28. 8% and 7. 0% in three stations respectively, compared with those obtained from the currently most advanced sampling technique.

Time Series Time Series Forecasting

Multi-agent Continual Coordination via Progressive Task Contextualization

no code implementations • 7 May 2023 • Lei Yuan, Lihe Li, Ziqian Zhang, Fuxiang Zhang, Cong Guan, Yang Yu

Towards tackling the mentioned issue, this paper proposes an approach Multi-Agent Continual Coordination via Progressive Task Contextualization, dubbed MACPro.

Continual Learning Multi-agent Reinforcement Learning