Prof.
Haibo He
University
of Rhode Island, USA
Email: he@ele.uri.edu
Qualifications:
2006 Ph.D., hio University, USA
2002 M. S., Huazhong Univ. of Sci. & Tech.,
China
1999 B. S., Huazhong Univ. of Sci. & Tech.,
China
Publications
(selected)

S.
Chen, H. He, and E. A. Garcia, \RAMOBoost: Ranked Minority Oversampling in
Boosting," IEEE Trans. Neural Networks, 2010. (in press).

B.
Liu, H. He, and S. Chen, \Adaptive Dual Network Design for a Class of SIMO
Systems with Nonlinear Timevariant Uncertainties," Acta Automatic Sinca,
2009 (in press).

R.
Machado, H. He, G. Wang, and S. Tekinay, \Redundancy Estimation and Adaptive
Density Control in Wireless Sensor Networks," Journal of Ad Hoc and Sensor
Wireless Networks, 2009 (in press).

H.
He and E. A. Garcia, \Learning from Imbalanced Data," IEEE Trans.
Knowledge and Data Engineering, vol. 21, issue 9, pp. 12631284, 2009.

H.
He, X. Shen, and J. A. Starzyk, \Power Quality Disturbances Analysis Based on
EDMRA Method," Int. Journal of Electrical Power &Energy Systems, vol.
31, issue 6, pp. 258268, 2009.

J.
A. Starzyk and H. He, \SpatioTemporal Memories for Machine Learning: A
LongTerm Memory Organization," IEEE Trans. Neural Networks, vol. 20, no.
5, pp. 768780, 2009.

H.
He and S. Chen, \IMORL: Incremental Multiple Objects Recognition and
Localization," IEEE Trans. Neural Networks, vol. 19, no. 10, pp. 1727178,
2008.

J.
A. Starzyk and H. He, \AnticipationBased Temporal Sequences Learning in Hierarchical
Structure," IEEE Trans. Neural Networks, vol. 18, pp. 344  358, 2007.

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.

Z.
Zhu, H. He, J. A. Starzyk, and C. Tseng. \SelfOrganizing Learning Array and
its Application to Economic and Financial Problems," Information Science,
vol. 177, pp. 1180  1192, 2007.

H.
He and J. A. Starzyk, \A Self Organizing Learning Array System for Power
Quality Classi_cation based on Wavelet Transform," IEEE Trans. On Power
Delivery, vol.21, pp. 286295, 2006.

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. 18791885, 2005.

H.
He, S. Cheng, Y. Zhang, and J. Nguimbis, \Analysis of Reection of Signal
Transmitted In Low Voltage Powerline with Complex Wavelet," IEEE Trans. on
Power Delivery, vol. 19, pp. 8691, 2004.

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. 269274, 2003.

H.
He, Y. Zhang, and S. Cheng, \Signal Reection Analysis for Low Voltage Powerline
Communication," Proc. Chin. Soc. Elect. Eng., vol. 22, No. 6, pp.1115,
2002. (in Chinese)

H.
He and X. Jiang, \A Novel Scheme for Low Voltage Pwer Line Communication Signal
Processing," Proc. Chin. Soc. Elect. Eng., vol. 21, No.7, pp. 6671, 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.1216, 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.2024, 2002. (in
Chinese)

X.
Jiang, J. Wen, and H. He, \The study and realization of realtime power quality
supervisory software," Relay, Vol. 28, No.3, pp. 3336, 2000. (in Chinese)

[Y. Zhang, S. Cheng, H. He, X. Lan, and 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.6266, 2002. (in Chinese).

B.
Liu, H. He, and D. W. Repperger, "TwoTimeScale Online ActorCritic
Paradigm Driven by POMDP," in Proc. IEEE Int. Conf. Networking, Sensing
and Control (ICNSC'10), pp. 243248, Chicago, April, 2010.

X.
Li, H. He, Y. D. Yao, \Reinforcement Learning Based Adaptive Rate Control for
DelayConstrained Communications over Fading Channels," in Proc. IEEE Int.
Joint Conf. Neural Networks (IJCNN'10), Barcelona, Spain, 2010. (in press)

H.
He and B. Liu, \A Hierarchical Learning Architecture with MultipleGoal
Representations based on Adaptive Dynamic Programming," in Proc. IEEE Int.
Conf. Networking, Sensing and Control (ICNSC'10), pp. 286  291, Chicago,
April, 2010.

H.
He and X. Shen, \Multiscale Learning for Complex Systems: Integration of
Computational Intelligence into Smart Grid," in Proc. Int. Conf. on
Cognitive and Neural Systems (ICCNS'10), Boston, May 2010.

H.
He, \Toward a Smart Grid: Integration of Computational Intelligence into Power
Grids," in Proc. IEEE Int. Joint. Conf. Neural Networks (IJCNN'10), Spain,
July 2010. (in press)

Y.
Cao, H. He, H. Man, and X. Shen, \Integration of Selforganizing Map (SOM) and
Kernel Density Estimation (KDE) for Network Intrusion Detection," in Proc.
SPIE, 2009 (in press)

Y.
Yin, H. Man, and H. He, \Multiple Targets Detection and Tracking by using
AdaBoost and Particle Filter Gaussian Process Dynamical Model," in Proc.
SPIE, 2009 (in press)

Y.
Xu, T. Luo, T. Zhu, and H. He, \The Principles of Intention Computing," in
Proc. IEEE Symposium on Web Science (SWS'09), 2009 (in press).

Q.
Cai, H. He, and H. Man, \SOMSO: A SelfOrganizing Map Approach for Spatial
Outlier Detection with Multiple Attributes," in Proc. Int. Joint Conf.
Neural Networks (IJCNN'09), pp. 425431, 2009.

Y.
Cao, H. He, and R. Chandramouli, \A Novel Portfolio Optimization Method for
Foreign Currency Investment," in Proc. Int. Joint Conf. Neural Networks
(IJCNN'09), pp. 439445, 2009.

Y.
Cao, H. He, and X. Shen, \DensityRank: A Novel Feature Ranking Method Based on
Kernel Estimation," in Proc. Int. Joint Conf. Neural Networks (IJCNN'09),
pp. 446  453, 2009.

S.
Chen and H. He, \SERA: Selectively Recursive Approach towards Nonstationary
Imbalanced Stream Data Mining," in Proc. Int. Joint Conf. Neural Networks
(IJCNN'09), pp. 522529, 2009.

Q.
Cai, H. He, and Y. Cao, \Learning from Spatial Data: A SelfOrganizing Map
Approach for Spatial Outlier Detection," in Proc. Int. Conf. on Cognitive
and Neural Systems (ICCNS'09), 2009.

H.
He and S. Chen, \Adaptive Learning from Data to Knowledge for Natural
Intelligence," in Proc. Int. Conf. on Cognitive and Neural Systems
(ICCNS'09), 2009.

B.
Liu, H. He, and S. Chen, \A DualSystem Learning and Control Method for Machine
Intelligence," in Proc. Int. Conf. on Cognitive and Neural Systems
(ICCNS'09), 2009.

Y.
Yin, H. Man, H. He, and S. Desai, \Multitarget Tracking in Complex Visual
Environment," in Proc. SPIE, vol. 7305, pp. 73050J73050J9, 2009.

J.
Li, H. He, H. Man, and S. Desai, \A GeneralPurpose FPGAbased Reconfigurable
Platform for Video and Image Processing," in Proc. Int. Sym. Neural
Networks (ISNN), Lecture Notes in Computer Science (LNCS), vol. 5553, pp.
299309, 2009.

X.
Shen, H. He, and Y. Cao, \Density Estimation Using Pseudo Monte Carlo Method
With Applications," American Mathematical Society (AMS), Fall Southeastern
Meeting, Special session on Applied Probability, #104465221, Huntsville, AL,
October 2426, 2008.

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), vol. 5263, pp. 472481, 2008.

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. 13231329, 2008.

Y.
Cao and H. He, \Learning from Testing Data: A New View of Incremental
Semisupervised Learning," in Proc. Int. Joint Conf. Neural Networks
(IJCNN'08), pp. 2873  2879, 2008.

H.
He, Y. Cao, S. Chen, S. Desai, and M. E. Hohil, \Dynamic Adaptive Learning for
Decisionmaking Supporting Systems," in Proc. SPIE, vol. 6974, pp.
69740O69740O10, 2008.

H.
He, S. Chen, Y. Cao, S. Desai, and M. E. Hohil, \Multiobjects Recognition for
Distributed Intelligent Sensor Networks," in Proc. SPIE, vol. 6963, pp.
69630R69630R10, 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 VSCHVDC with
Dynamic Phasors," in Proc. Int. Conf. on Electric Utility Deregulation and
Restructuring and Power Technologies (DRPT'08), pp. 14161421, 2008.

H.
He and X. Shen, \Bootstrap Methods for Foreign Currency Exchange Rates
Prediction," in Proc. Int. Joint Conf. Neural Networks (IJCNN'07), pp.
12721277, 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. 28002805, August, 2007.

H.
He and J. A. Starzyk, \Online Dynamic Value System for Machine Learning,"
in Proc. Int. Sym. Neural Networks (ISNN), Lecture Notes in Computer Science
(LNCS), vol. 4491, pp. 441448, 2007.

J.
A. Starzyk, H. He, and Y. Li, \A Hierarchical Selforganizing Associative
Memory for Machine Learning," in Proc. Int. Sym. Neural Networks (ISNN),
Lecture Notes in Computer Science (LNCS), vol. 4491, pp. 413423, 2007.

H.
He and X. Shen, \A Ranked Subspace Learning Method for Gene Expression Data
Classi_cation," in Proc. Int. Conf. Arti_cial
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. 190196, June 2007.

X.
Shen, H. He, and G. G. Walter, \A Note On Orthogonality Of The Finite Element
Multiwavelets," in Proc. Int. Conf. Scienti_c Computing (CSC'07), pp.
118124, June 2007.

J.
A. Starzyk, M. Ding, and H. He, \Optimized Interconnections in Probabilistic
SelfOrganizing Learning," in Proc. IASTED Int. Conf. Artificial
Intelligence and Applications, Innsbruck, Austria, Feb. 1416, 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: 99542205, Athens, Ohio, March 26 27, 2004

J.
A. Starzyk, Z. Zhu, H. He and Z. Zhu, \SelfOrganizing Learning Array and Its
Application to Economic and Financial Problems," in Proc. Joint Conf.
Information Systems, North Carolina, USA, Sept. 2630, 2003.

Y.
Zhang, S. Cheng, H. He, L. Xiong, 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 L. Xiong, \On the design of a
broadband low impedance load mitigating coupling unit for e_ciency 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. CUSEPSA, pp. G89G94, 2001. (in Chinese)

X.
Jiang and H. He, \The design of realtime power quality supervisor
software," in Proc. CUSEPSA, pp. 553557, 1999. (in Chinese)

Advances
in Neural Networks, Proceedings of the Sixth International Symposium on Neural
Networks (ISNN 2009), W. Yu, H. He, and N. Zhang, (Eds.), Lecture Notes in
Computer Science, vol. 5551, Part I, ISBN: 9783642015069 (Part I),
Springer, May 2009.

Advances
in Neural Networks, Proceedings of the Sixth International Symposium on Neural
Networks (ISNN 2009), W. Yu, H. He, and N. Zhang, (Eds.), Lecture Notes in
Computer Science, vol. 5552, Part II, 9783642015090, Springer, May 2009.

Advances
in Neural Networks, Proceedings of the Sixth International Symposium on Neural
Networks (ISNN 2009), W. Yu, H. He, and N. Zhang, (Eds.), Lecture Notes in
Computer Science, vol. 5553, Part III, 9783642015120, Springer, May 2009.
Profile
Details
http://www.ele.uri.edu/faculty/he/main.html
