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Gary B. Huang, Ph.D. - Publications

Affiliations: 
2012 Computer Science University of Massachusetts, Amherst, Amherst, MA 
Area:
Computer Science, Artificial Intelligence
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51 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Huang GB, Scheffer LK, Plaza SM. Fully-Automatic Synapse Prediction and Validation on a Large Data Set. Frontiers in Neural Circuits. 12: 87. PMID 30420797 DOI: 10.3389/Fncir.2018.00087  0.325
2016 Liyanaarachchi Lekamalage C, Yang Y, Huang GB, Zhang Z. Dimension Reduction with Extreme Learning Machine. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 27214902 DOI: 10.1109/TIP.2016.2570569  0.398
2016 Lu X, Zou H, Zhou H, Xie L, Huang GB. Robust Extreme Learning Machine With its Application to Indoor Positioning. Ieee Transactions On Cybernetics. 46: 194-205. PMID 26684258 DOI: 10.1109/TCYB.2015.2399420  0.336
2016 Wang S, Deng C, Zhao B, Huang GB, Wang B. Gradient-based no-reference image blur assessment using extreme learning machine Neurocomputing. 174: 310-321. DOI: 10.1016/j.neucom.2014.12.117  0.373
2015 Tang J, Deng C, Huang GB, Zhao B. Compressed-domain ship detection on spaceborne optical image using deep neural network and extreme learning machine Ieee Transactions On Geoscience and Remote Sensing. 53: 1174-1185. DOI: 10.1109/TGRS.2014.2335751  0.373
2015 Zhu W, Miao J, Qing L, Huang GB. Hierarchical Extreme Learning Machine for unsupervised representation learning Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280669  0.378
2015 Bai Z, Kasun LLC, Huang GB. Generic object recognition with local receptive fields based extreme learning machine Procedia Computer Science. 53: 391-399. DOI: 10.1016/j.procs.2015.07.316  0.406
2015 Liu X, Wang L, Huang GB, Zhang J, Yin J. Multiple kernel extreme learning machine Neurocomputing. 253-264. DOI: 10.1016/j.neucom.2013.09.072  0.35
2015 Huang GB. What are Extreme Learning Machines? Filling the Gap Between Frank Rosenblatt’s Dream and John von Neumann’s Puzzle Cognitive Computation. 7: 263-278. DOI: 10.1007/s12559-015-9333-0  0.343
2015 Deng CW, Huang GB, Xu J, Tang JX. Extreme learning machines: new trends and applications Science China Information Sciences. 58. DOI: 10.1007/s11432-014-5269-3  0.346
2014 Zhou H, Huang GB, Lin Z, Wang H, Soh YC. Stacked Extreme Learning Machines. Ieee Transactions On Cybernetics. PMID 25361517 DOI: 10.1109/TCYB.2014.2363492  0.334
2014 Bai Z, Huang GB, Wang D, Wang H, Westover MB. Sparse extreme learning machine for classification. Ieee Transactions On Cybernetics. 44: 1858-70. PMID 25222727 DOI: 10.1109/TCYB.2014.2298235  0.333
2014 Tang J, Deng C, Huang GB, Hou J. A fast learning algorithm for multi-layer extreme learning machine 2014 Ieee International Conference On Image Processing, Icip 2014. 175-178. DOI: 10.1109/ICIP.2014.7025034  0.369
2014 Huang GB. An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels Cognitive Computation. 6: 376-390. DOI: 10.1007/s12559-014-9255-2  0.342
2014 Zong W, Huang GB. Learning to rank with extreme learning machine Neural Processing Letters. 39: 155-166. DOI: 10.1007/s11063-013-9295-8  0.349
2013 Cao J, Lin Z, Huang GB. Voting base online sequential extreme learning machine for multi-class classification Proceedings - Ieee International Symposium On Circuits and Systems. 2327-2330. DOI: 10.1109/ISCAS.2013.6572344  0.372
2013 Wang S, Deng C, Lin W, Huang GB. A novel NMF-based image quality assessment metric using extreme learning machine 2013 Ieee China Summit and International Conference On Signal and Information Processing, Chinasip 2013 - Proceedings. 255-258. DOI: 10.1109/ChinaSIP.2013.6625339  0.39
2013 Lan Y, Hu Z, Soh YC, Huang GB. An extreme learning machine approach for speaker recognition Neural Computing and Applications. 22: 417-425. DOI: 10.1007/s00521-012-0946-x  0.402
2013 Kasun LLC, Zhou H, Huang GB, Vong CM. Representational learning with ELMs for big data Ieee Intelligent Systems. 28: 31-34.  0.32
2012 Huang GB, Zhou H, Ding X, Zhang R. Extreme learning machine for regression and multiclass classification Ieee Transactions On Systems, Man, and Cybernetics, Part B: Cybernetics. 42: 513-529. DOI: 10.1109/TSMCB.2011.2168604  0.311
2012 Cheng C, Tay WP, Huang GB. Extreme learning machines for intrusion detection Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252449  0.364
2012 Shao Z, Er MJ, Huang GB. Receding Horizon Cache and Extreme Learning Machine based Reinforcement Learning 2012 12th International Conference On Control, Automation, Robotics and Vision, Icarcv 2012. 1591-1596. DOI: 10.1109/ICARCV.2012.6485384  0.359
2012 Huang GB, Lee H, Learned-Miller E. Learning hierarchical representations for face verification with convolutional deep belief networks Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2518-2525. DOI: 10.1109/CVPR.2012.6247968  0.646
2012 Cao J, Lin Z, Huang GB, Liu N. Voting based extreme learning machine Information Sciences. 185: 66-77. DOI: 10.1016/j.ins.2011.09.015  0.338
2012 Xu J, Zhou H, Huang GB. Extreme Learning Machine based fast object recognition 15th International Conference On Information Fusion, Fusion 2012. 1490-1496.  0.381
2012 Zong W, Lan Y, Huang GB. Online sequential learning based on enhanced extreme learning machine using leftor right pseudo-inverse Icpram 2012 - Proceedings of the 1st International Conference On Pattern Recognition Applications and Methods. 1: 300-305.  0.348
2011 Zong W, Huang GB. Face recognition based on extreme learning machine Neurocomputing. 74: 2541-2551. DOI: 10.1016/j.neucom.2010.12.041  0.428
2011 Huang GB, Wang DH, Lan Y. Extreme learning machines: A survey International Journal of Machine Learning and Cybernetics. 2: 107-122. DOI: 10.1007/s13042-011-0019-y  0.34
2011 Zong W, Zhou H, Huang GB, Lin Z. Face recognition based on kernelized extreme learning machine Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6752: 263-272. DOI: 10.1007/978-3-642-21538-4_26  0.403
2010 Huang GB, Learned-Miller E. Learning class-specific image transformations with higher-order Boltzmann machines 2010 Ieee Computer Society Conference On Computer Vision and Pattern Recognition - Workshops, Cvprw 2010. 25-32. DOI: 10.1109/CVPRW.2010.5543185  0.644
2010 Cao J, Lin Z, Huang Gb. Composite function wavelet neural networks with extreme learning machine Neurocomputing. 73: 1405-1416. DOI: 10.1016/j.neucom.2009.12.007  0.308
2009 Lan Y, Soh YC, Huang GB. A Constructive Enhancement for Online Sequential Extreme Learning Machine Proceedings of the International Joint Conference On Neural Networks. 1708-1713. DOI: 10.1109/IJCNN.2009.5178608  0.318
2009 Lan Y, Soh YC, Huang GB. Ensemble of online sequential extreme learning machine Neurocomputing. 72: 3391-3395. DOI: 10.1016/j.neucom.2009.02.013  0.334
2008 Rong HJ, Huang GB, Ong YS. Extreme learning machine for multi-categories classification applications Proceedings of the International Joint Conference On Neural Networks. 1709-1713. DOI: 10.1109/IJCNN.2008.4634028  0.329
2008 Huang GB, Narayana M, Learned-Miller E. Towards unconstrained face recognition 2008 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops. DOI: 10.1109/CVPRW.2008.4562973  0.591
2007 Zhang R, Huang GB, Sundararajan N, Saratchandran P. Multicategory classification using an extreme learning machine for microarray gene expression cancer diagnosis Ieee/Acm Transactions On Computational Biology and Bioinformatics. 4: 485-494. PMID 17666768 DOI: 10.1109/TCBB.2007.1012  0.367
2007 Wei XK, Huang GB, Li YH. Mahalanobis ellipsoidal learning machine for one class classification Proceedings of the Sixth International Conference On Machine Learning and Cybernetics, Icmlc 2007. 6: 3528-3533. DOI: 10.1109/ICMLC.2007.4370758  0.337
2007 Huang GB, Jain V, Learned-Miller E. Unsupervised joint alignment of complex images Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408858  0.628
2006 Huang GB, Zhu QY, Siew CK. Real-time learning capability of neural networks Ieee Transactions On Neural Networks. 17: 863-878. PMID 16856651 DOI: 10.1109/TNN.2006.875974  0.338
2006 Yeu CWT, Lim MH, Huang GB. Terrain modeling using machine learning methods 9th International Conference On Control, Automation, Robotics and Vision, 2006, Icarcv '06. DOI: 10.1109/ICARCV.2006.345471  0.358
2005 Huang GB, Mao KZ, Siew CK, Huang DS. Fast modular network implementation for support vector machines Ieee Transactions On Neural Networks. 16: 1651-1663. PMID 16342504 DOI: 10.1109/TNN.2005.857952  0.345
2005 Huang GB, Saratchandran P, Sundararajan N. A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation Ieee Transactions On Neural Networks. 16: 57-67. PMID 15732389 DOI: 10.1109/TNN.2004.836241  0.321
2005 Zhu QY, Qin AK, Suganthan PN, Huang GB. Evolutionary extreme learning machine Pattern Recognition. 38: 1759-1763. DOI: 10.1016/j.patcog.2005.03.028  0.353
2005 Li MB, Huang GB, Saratchandran P, Sundararajan N. Fully complex extreme learning machine Neurocomputing. 68: 306-314. DOI: 10.1016/j.neucom.2005.03.002  0.315
2005 Huang GB, Liang NY, Rong HJ, Saratchandran P, Sundararajan N. On-line sequential extreme learning machine Proceedings of the Iasted International Conference On Computational Intelligence. 2005: 232-237.  0.32
2005 Zhang R, Sundararajan N, Huang GB, Saratchandran P. An efficient sequential RBF network for gene expression-based multi-category classification Proceedings of the 2005 Ieee Symposium On Computational Intelligence in Bioinformatics and Computational Biology, Cibcb '05. 2005.  0.344
2004 Zhang R, Sundararajan N, Huang GB, Saratchandran P. An efficient sequential RBF network for bio-medical classification problems Ieee International Conference On Neural Networks - Conference Proceedings. 3: 2477-2482. DOI: 10.1109/IJCNN.2004.1381019  0.308
2004 Huang GB, Zhu QY, Siew CK. Extreme learning machine: A new learning scheme of feedforward neural networks Ieee International Conference On Neural Networks - Conference Proceedings. 2: 985-990. DOI: 10.1109/IJCNN.2004.1380068  0.357
2004 Zhu QY, Huang GB, Siew CK. A fast constructive learning algorithm for single-hidden-layer neural networks 2004 8th International Conference On Control, Automation, Robotics and Vision (Icarcv). 3: 1907-1911.  0.347
2004 Huang GB, Slew CK. Extreme learning machine: RBF network case 2004 8th International Conference On Control, Automation, Robotics and Vision (Icarcv). 2: 1029-1036.  0.348
2003 Zhu QY, Huang GB, Siew CK. A real-time learning algorithm for two-hidden-layer feedforward networks International Conference On Control and Automation. 496-500.  0.344
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