Representative Publications:

H. He and E. A. Garcia, “Learning from Imbalanced Data,” IEEE Trans. Knowledge and Data Engineering, Volume 21, Issue 9, pp. 1263-1284, 2009.

H. He and Y. Ma, Editors, Imbalanced Learning: Foundations, Algorithms, and Applications, Wiley-IEEE, ISBN: 978-1-118-07462-6, Hardcover, 216 pages, Wiley-IEEE, July 2013

H. He, Self-Adaptive Systems for Machine Intelligence, ISBN: 978-0-470-34396-8, Hardcover, 248 pages, Wiley, August, 2011

H. He and H. Jiang, “Deep Learning based Energy Efficiency Optimization for Distributed Cooperative Spectrum Sensing,” IEEE Wireless Communications Magazine, Volume: 26, Issue: 3, pp. 32 – 39, June 2019

H. He and X. Zhong, “Learning Without External Reward,” IEEE Computational Intelligene Magazine, Volume: 13, Issue: 3, pp. 48 – 54, Aug. 2018, 2018