2 citations · 2 across the 6 of their papers we have counts for
7 papers
Do in-silico metrics filter designed enzymes for catalysis?
Ziqi Zhang, Wei Zhang, Zhaohong Deng
Computational metrics are widely used to prioritize enzyme designs for experimental testing, yet their ability to capture catalytic function remains poorly established. Here, we sy…
Modeling enzyme temperature stability from sequence segment perspective
Ziqi Zhang, Shiheng Chen, Runze Yang +10
Developing enzymes with desired thermal properties is crucial for a wide range of industrial and research applications, and determining temperature stability is an essential step i…
Fuzzy Rule-based Differentiable Representation Learning
Wei Zhang, Zhaohong Deng, Guanjin Wang +1
Representation learning has emerged as a crucial focus in machine and deep learning, involving the extraction of meaningful and useful features and patterns from the input data, th…
Generative Fuzzy System for Sequence Generation
Hailong Yang, Zhaohong Deng, Wei Zhang +3
Generative Models (GMs), particularly Large Language Models (LLMs), have garnered significant attention in machine learning and artificial intelligence for their ability to generat…
Multi-view Fuzzy Representation Learning with Rules based Model
Wei Zhang, Zhaohong Deng, Te Zhang +2
Unsupervised multi-view representation learning has been extensively studied for mining multi-view data. However, some critical challenges remain. On the one hand, the existing met…
Dual Representation Learning for One-Step Clustering of Multi-View Data
Wei Zhang, Zhaohong Deng, Kup-Sze Choi +2
Multi-view data are commonly encountered in data mining applications. Effective extraction of information from multi-view data requires specific design of clustering methods to cat…
TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification
Wei Zhang, Zhaohong Deng, Qiongdan Lou +3
Data collected by multiple methods or from multiple sources is called multi-view data. To make full use of the multi-view data, multi-view learning plays an increasingly important…