Jieping Ye

Position

Associate Professor

Department

Computer Science

Contact

jieping.ye@asu.edu

Research Profile

Machine Learning, Data Mining, and Biomedical Informatics

Publications

Coupled Support Vector Machines for Supervised Domain Adaptation

Venkateswara H, Lade P, Ye J, Panchanathan S,

2015

Active Batch Selection via Convex Relaxations with Guaranteed Solution Bounds

Chakraborty S, Balasubramanian V, Sun Q, Panchanathan S, Ye J,

2015

BatchRank: A Novel Batch Mode Active Learning Framework for Hierarchical Classification

Chakraborty S, Balasubramanian V, Sankar RA, Panchanathan S, Ye J,

2015

Efficient Approximate Solutions to Mutual Information Based Global Feature Selection

Venkateswara H, Lade P, Lin B, Ye J, Panchanathan S,

2015

Active Matrix Completion

S. Chakraborty, J. Zhou, V. Balasubramanian, S. Panchanathan, I. Davidson, J. Ye,

2013

Projects

Transfer Learning to Address Subject Based Variability in Surface Electromyogram (SEMG) Signals

The emergence of inexpensive and unobtrusive physiological sensors has widened the application of physiological sensing to newer and innovative areas including human-computer interface, proactive human health monitoring, emotion recognition, activity recognition and many…