• 154 Citations
  • 4 h-Index
20082015
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Research Output 2008 2015

  • 154 Citations
  • 4 h-Index
  • 11 Conference contribution
  • 5 Article
  • 1 Conference article
2015
2 Citations (Scopus)

A scalable projective scaling algorithm for lp loss with convex penalizations

Zhou, H. & Cheng, Q., 1 Feb 2015, In : IEEE Transactions on Neural Networks and Learning Systems. 26, 2, p. 265-276 12 p., 6808493.

Research output: Contribution to journalArticle

Message passing
Scalability
Image classification
Glossaries
Learning algorithms
2014
16 Citations (Scopus)

A minimax framework for classification with applications to images and high dimensional data

Cheng, Q., Zhou, H., Cheng, J. & Li, H., 1 Nov 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 11, p. 2117-2130 14 p., 6824834.

Research output: Contribution to journalArticle

High-dimensional Data
Minimax
Gene expression
Elastic Net
Minimax Methods
4 Citations (Scopus)

Discriminative dictionary learning via shared latent structure for object recognition and activity recognition

Wang, H., Zhou, H. & Finn, A., 22 Sep 2014, In : Proceedings - IEEE International Conference on Robotics and Automation. p. 6299-6304 6 p., 6907788.

Research output: Contribution to journalConference article

Object recognition
Glossaries
Atoms
Face recognition
Labels
2012
8 Citations (Scopus)

L-two-L-infinity consensus in uncertain high-order multi-agent systems with a leader

Mo, L. P., Zhou, Y. J. & Zhou, H., 1 Sep 2012, In : Kongzhi Lilun Yu Yingyong/Control Theory and Applications. 29, 9, p. 1125-1131 7 p.

Research output: Contribution to journalArticle

Multi agent systems
Time delay
Closed loop systems
Mathematical models
2011
2 Citations (Scopus)

O(N) implicit subspace embedding for unsupervised multi-scale image segmentation

Zhou, H. & Cheng, Q., 1 Jan 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 2209-2215 7 p. 5995606. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image segmentation
Eigenvalues and eigenfunctions
Unsupervised learning
Program processors
Computational complexity
95 Citations (Scopus)
Multi-class Classification
Selector
High-dimensional Data
Pattern recognition
Subset

Weighted Kernel Density Estimation of the prepulse inhibition test

Zhou, H., Cheng, Q., Yang, H. J. & Xu, H., 26 Sep 2011, In : Journal of Computer Science. 7, 5, p. 611-618 8 p.

Research output: Contribution to journalArticle

Animals
Experiments
2010

Algorithmic analysis on a class of Boolean equations

Wei, W., Guo, B., Zhou, H. & Zheng, Z., 6 Dec 2010, ICCASM 2010 - 2010 International Conference on Computer Application and System Modeling, Proceedings. p. V12170-V12173 5622117. (ICCASM 2010 - 2010 International Conference on Computer Application and System Modeling, Proceedings; vol. 12).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computational complexity
Phase transitions
Computer simulation
Leaves
NP-complete problem

Reparameterization based consistent graph-structured linear programs

Zhou, H., Cheng, Q. & She, Z., 23 Jul 2010, APPLIED COMPUTING 2010 - The 25th Annual ACM Symposium on Applied Computing. p. 974-978 5 p. (Proceedings of the ACM Symposium on Applied Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Message passing
2 Citations (Scopus)

Sufficient conditions for generating group level sparsity in a robust minimax framework

Zhou, H. & Cheng, Q., 1 Dec 2010, Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010. (Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Labels
Statistics

Weighted kernel density estimation of the prepulse inhibition test

Zhou, H., Cheng, Q., Yang, H. J. & Xu, H., 5 Nov 2010, Proceedings - 2010 6th World Congress on Services, Services-1 2010. p. 291-297 7 p. 5575849. (Proceedings - 2010 6th World Congress on Services, Services-1 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Random variables
Population statistics
Animals
Probability density function
Kernel density estimation
2009
2 Citations (Scopus)

A new computational tool for the post session analysis of the prepulse inhibition test in neural science

Zhou, H., Yang, H. J., Xu, H. & Cheng, Q., 3 Dec 2009, Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 7th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC 2009. p. 1077-1080 4 p. 5283495. (Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Batch data processing
Animals
Acoustics
16 Citations (Scopus)

A self-organizing map and its modeling for discovering malignant network traffic

Langin, C., Zhou, H., Rahimi, S., Gupta, B., Zargham, M. & Sayeh, M. R., 20 Jul 2009, 2009 IEEE Symposium on Computational Intelligence in Cyber Security, CICS 2009 - Proceedings. 4925099. (2009 IEEE Symposium on Computational Intelligence in Cyber Security, CICS 2009 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Self organizing maps
Computer system firewalls
Intrusion detection
Data mining
Internet
4 Citations (Scopus)

Fast fusion of medical images based on bayesian risk minimization and pixon map

Zhou, H., Cheng, Q. & Zargham, M., 3 Dec 2009, Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 7th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC 2009. p. 1086-1091 6 p. 5283469. (Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Medical imaging
Fusion reactions
Electric fuses
Cameras
Hardware
2008
3 Citations (Scopus)

A model to use denied Internet traffic to indirectly discover internal network security problems

Langin, C., Zhou, H. & Rahimi, S., 1 Dec 2008, 2008 IEEE International Performance Computing and Communications Conference, IPCCC 2008. p. 486-490 5 p. 4745091. (Conference Proceedings of the IEEE International Performance, Computing, and Communications Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer system firewalls
Network security
Internet
Malware

Generalized criteria for uniqueness of Gibbs measures

Zhou, H. & Zheng, Z., 1 Dec 2008, 2008 19th International Conference on Pattern Recognition, ICPR 2008. 4761443. (Proceedings - International Conference on Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Prediction of protein function using graph container and message passing

Zhou, H., Cheng, Q. & Zargham, M., 1 Dec 2008, Proceedings of the 2008 International Conference on Bioinformatics and Computational Biology, BIOCOMP 2008. p. 718-723 6 p. (Proceedings of the 2008 International Conference on Bioinformatics and Computational Biology, BIOCOMP 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information Dissemination
Message passing
Containers
Proteins
Protein Interaction Maps