[Refereed Journal Papers]                         [Refereed Conference Papers]                                 [Invited papers]

Refereed Journal Papers

  • H. He and S. Chen, “IMORL: Incremental Multiple Objects Recognition and Localization,” IEEE Trans. Neural Networks, 2008 (in press)

  • J. A. Starzyk and H. He, “Anticipation-Based Temporal Sequences Learning in Hierarchical Structure,” IEEE Trans. Neural Networks, vol. 18, pp. 344 - 358, 2007.  [pdf]

  • J. A. Starzyk and H. He, “A Novel Low Power Logic Circuit Design Scheme,” IEEE Trans. Circuits Syst. II, vol. 54, pp. 176 - 180, 2007. [pdf]

  • Z. Zhu, H. He, J. A. Starzyk, C. Tseng. “Self-Organizing Learning Array and its Application to Economic and Financial Problems,” Information Science, vol. 177, pp. 1180 - 1192, 2007. [pdf] 

  • H. He and J. A. Starzyk, “A Self Organizing Learning Array System for Power Quality Classification based on Wavelet Transform,” IEEE Trans. on Power Delivery, vol.21, pp. 286-295, January, 2006. [pdf]  

  • H. He, S. Cheng, Y. Zhang, and J. Nguimbis, “Home Network Power Line Communication Signal Processing Based on Wavelet Packet Analysis,” IEEE Trans. on Power Delivery. vol. 20, pp. 1879-1885, July, 2005. [pdf] 

  • H. He, S. Cheng, Y. Zhang, and J. Nguimbis, "Analysis of Reflection of Signal Transmitted In Low Voltage Powerline with Complex Wavelet,” IEEE Trans. on Power Delivery, vol. 19, pp. 86-91, January, 2004. [pdf] 

  • X. Jiang, J. Nguimbis, S. Cheng, and H. He, “A Novel Scheme for Low Voltage Powerline Communication Signal Processing,” Int. J. Elect. Power Energy Syst., vol. 25, pp. 269-274, May 2003. [pdf]

  • H. He, Y. Zhang, and S. Cheng, “Signal Reflection Analysis for Low Voltage Powerline Communication,” Proc. Chin. Soc. Elect. Eng., vol. 22, No. 6, pp.11-15, 2002. (in Chinese)

  • H. He and X. Jiang, “A Novel Scheme for Low Voltage Power Line Communication Signal Processing,” Proc. Chin. Soc. Elect. Eng., vol. 21, No.7, pp. 66-71, 2001. (in Chinese) 

  • H. He, Y. Zhou, and X. Wu, “The State of Research and Application of Low Voltage Powerline Communication,” Relay, vol. 29, No.7, pp.12-16, 2001. (in Chinese)

  • Y. Zhang, H. He, and X. Wu, “Modeling of The Channel for Low Voltage Power Line Carrier Communication,” Relay, Vol. 30, No. 5, pp.20-24, 2002. (in Chinese)  

  • X. Jiang, J. Wen, and H. He, “The study and realization of real-time power quality supervisory software,” Relay, Vol. 28, No.3, pp. 33-36, 2000. (in Chinese)

  • Y. Zhang, S. Cheng, H. He, X. Lan, J. Nguimbis, “Modeling of The Low Voltage Powerline Used as High Frequency Communication Channel Based on the Experimental Results,” Auto. Elect. Power Syst., vol. 26, no. 23, pp. 62-66, 2002. (in Chinese)

 

Refereed Conference Papers

  • H. He, Y. Cao, J. Wen and S. Chen, “A Boost Voting Strategy for Knowledge Integration and Decision Making,” Lecture Notes in Computer Science (LNCS), 2008 (in press)

  • H. He, Y. Bai, E. A. Garcia, and S. Li, “ADASYN: Adaptive Synthetic Sampling Approach for Imbalanced Learning,” in Proc. Int. Joint Conf. Neural Networks (IJCNN’08), pp. 1323-1329, 2008.

  • Y. Cao and H. He, “Learning from Testing Data: A New View of Incremental Semi-supervised Learning,” in Proc. Int. Joint Conf. Neural Networks (IJCNN’08), pp. 2873 – 2879, 2008.

  • H. He, Y. Cao, S. Chen, S. Desai, M. E. Hohil, “Dynamic Adaptive Learning for Decision-making Supporting Systems,” in Proc. SPIE, vol. 6974, pp. 69740O-69740O-10, 2008.

  • H. He, S. Chen, Y. Cao, S. Desai, M. E. Hohil, “Multi-objects Recognition for Distributed Intelligent Sensor Networks,” in Proc. SPIE, vol. 6963, pp. 69630R-69630R-10, 2008.

  • H. He, S. Chen, Y. Cao, and J. A. Starzyk, “Incremental Learning for Machine Intelligence” in Proc. Int. Conf. on Cognitive and Neural Systems (ICCNS’08), 2008.

  • W. Yao, J. Wen, H. He, and S. Cheng, “Modeling and Simulation of VSC-HVDC with Dynamic Phasors,” in Proc. Int. Conf. on Electric Utility Deregulation and Restructuring and Power Technologies (DRPT’08), pp. 1416-1421, 2008.

  • H. He and X. Shen, “Bootstrap Methods for Foreign Currency Exchange Rates Prediction,” in Proc. Int. Joint Conf. Neural Networks (IJCNN'07), pp. 1272-1277,  August, 2007.

  • H. He and X. Shen, “Adaptive Iterative Learning for Classification based on Feature Selection and Combination Voting,” in Proc. Int. Joint Conf. Neural Networks (IJCNN'07), pp. 2800-2805, August, 2007.

  • H. He and J. A. Starzyk, “Online Dynamic Value System for Machine Learning,” Lecture Notes in Computer Science (LNCS), vol. 4491, pp. 441-448, 2007.

  • J. A. Starzyk, H. He and Y. Li,  “A Hierarchical Self-organizing Associative Memory for Machine Learning,” Lecture Notes in Computer Science (LNCS), vol. 4491, pp. 413-423, 2007.

  • H. He and X. Shen, “A Ranked Subspace Learning Method for Gene Expression Data Classification,” in Proc. Int. Conf. Artificial Intelligence (ICAI'07), pp. 358 - 364, June 2007

  • X. Shen and H. He, “A Multiscale Probability Model for Intrusion Detection Systems,” in Proc. Int. Conf. Machine Learning: Models, Technologies and applications (MLMTA'07), pp. 190-196, June 2007

  • X. Shen, H. He and G. G. Walter “A Note On Orthogonality Of The Finite Element Multiwavelets,” in Proc. Int. Conf. Scientific Computing (CSC'07), pp. 118-124, June 2007

  • J. A. Starzyk, M. Ding, and H. He, “Optimized Interconnections in Probabilistic Self-Organizing Learning,” in Proc. IASTED Int. Conf. Artificial Intelligence and Applications, Innsbruck, Austria, Feb. 14-16, 2005.  

  • H. He, J. A. Starzyk and X. Shen, “Power Quality Disturbances Analysis based on Wavelet Multiresolution Decomposition,” American Mathematical Society (AMS) Conference, Abstract number: 995-42-205, Athens, Ohio, March 26~27, 2004

  • J. A. Starzyk, Z. Zhu, H. He and Z. Zhu, “Self-Organizing Learning Array and Its Application to Economic and Financial Problems,” in Proc.  Joint Conf. Information Systems, 2003, Cary, North Carolina, USA, Sept. 26-30, 2003. 

  • Y. Zhang, S. Cheng, H. He, Xiong. L, and J. Nguimbis, “Modeling of low voltage power network used as high frequency communication channel based on experimental results in china,” in Proc. IEEE Int. Conf. Power Syst. Tech., Vol. 2, pp.1280 -1284, 2002.   

  • J. Nguimbis, S. Cheng, Y. Zhang, H. He, and Lan Xiong, “On the design of a broadband low impedance load mitigating coupling unit for efficiency OFDM signal power transfer maximization through the PLC network,” in Proc. IEEE Int. Conf. Power Syst. Tech., Vol. 2, pp. 1316 -1321, 2002.  

  • H. He and Y. Zhou, “Research and Application of Low Voltage Powerline Communication,” in Proc. CUS-EPSA, pp. G89-G94, 2001. (in Chinese)

  • X. Jiang and H. He, “The design of real-time power quality supervisor software,” Proc. CUS-EPSA, pp. 553－557, 1999. (in Chinese)

Invited Papers

  • J. A. Starzyk, Y. Liu, and H. He, “Challenges of Embodied Intelligence,” in Proc. Int. Conf. Signals and Electronic Systems (ICSES), 17-20 Sept., 2006, Poland. [pdf]