6 citations · 22 across the 32 of their papers we have counts for
4 papers · 1 filter
A Semismooth-Newton's-Method-Based Linearization and Approximation Approach for Kernel Support Vector Machines
Chen Jiang, Qingna Li
Support Vector Machines (SVMs) are among the most popular and the best performing classification algorithms. Various approaches have been proposed to reduce the high computation an…
A Novel Posture Positioning Method for Multi-Joint Manipulators
Zhi-Qiang Yao, Yi-Jue Dai, Qing-Na Li +2
Safety and automatic control are extremely important when operating manipulators. For large engineering manipulators, the main challenge is to accurately recognize the posture of a…
Feasibility and A Fast Algorithm for Euclidean Distance Matrix Optimization with Ordinal Constraints
Sitong Lu, Miao Zhang, Qingna Li
Euclidean distance matrix optimization with ordinal constraints (EDMOC) has found important applications in sensor network localization and molecular conformation. It can also be v…
An Efficient Quadratic Programming Relaxation Based Algorithm for Large-Scale MIMO Detection
Ping-Fan Zhao, Qing-Na Li, Wei-Kun Chen +1
Multiple-input multiple-output (MIMO) detection is a fundamental problem in wireless communications and it is strongly NP-hard in general. Massive MIMO has been recognized as a key…