Jiqian Liu

According to our database, Jiqian Liu authored at least 7 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A three-way efficacy prediction method fusing temporal composite rough set and hybrid machine learning models on multigranulation temporal hybrid attribute information system.

Xixuan Zhao, Bingzhen Sun, Jin Ye, Jiqian Liu, Xinfang Zhang, Haoran Sun, Xiaoli Chu

Inf. Process. Manag., 2026

2025

Hybrid deep-learning prediction model based on kernel multi-granularity fuzzy rough sets and its application in the diagnosis and treatment of chronic kidney disease.

Jiqian Liu, Bingzhen Sun, Jin Ye, Xixuan Zhao, Xiaoli Chu

Eng. Appl. Artif. Intell., 2025

2015

Sparse Representation via Intracellular and Extracellular Mechanisms.

Jiqian Liu, Chengbin Zeng

Proceedings of the Advances in Neural Networks - ISNN 2015, 2015

Non-negative Approximation with Thresholding for Cortical Visual Representation.

Jiqian Liu, Chunli Song, Chengbin Zeng

Proceedings of the Intelligent Computing Theories and Methodologies, 2015

2013

Structural information processing in early vision using Hebbian-based mean shift.

Jiqian Liu, Caixia Zhang, Yunde Jia

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

A Lateral Inhibitory Spiking Neural Network for Sparse Representation in Visual Cortex.

Jiqian Liu, Yunde Jia

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

2011

Dynamic Construction of Multilayer Neural Networks for Classification.

Jiqian Liu, Yunde Jia

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011