Monash Engineering Project 2007
Welcome to my research page, this is where i keep my research tracks updated. These are useful guides for anyone interested to perform research in a similar field.
My Publications:
(1) Journal Paper
Zhihong Man, Kevin Lee, Dianhui Wang, Zhenwei Cao, Chunyan Miao, A new robust training algorithm for a class of single-hidden layer feedforward neural networks, Neurocomputing, Volume 74, Issue 16, Advances in Extreme Learning Machine: Theory and Applications; Biological Inspired Systems. Computational and Ambient Intelligence - Selected papers of the 10th International Work-Conference on Artificial Neural Networks (IWANN2009), September 2011, Pages 2491-2501, ISSN 0925-2312,
DOI: 10.1016/j.neucom.2010.11.033.
(2) Conference Paper
Man, Zhihong; Lee, Kevin; Wang, Dianhui; Cao, Zhenwei; Miao, Chunyan; , "A modified ELM algorithm for single-hidden layer feedforward neural networks with linear nodes," Industrial Electronics and Applications (ICIEA), 2011 6th IEEE Conference on , vol., no., pp.2524-2529, 21-23 June 2011
DOI: 10.1109/ICIEA.2011.5976017
Neural Networks:
Matlab neural network toolbox
http://www.mathworks.com/help/toolbox/nnet/
Data:
UCI machine learning repository
Lots of data for classification, regression, clustering, etc.
http://archive.ics.uci.edu/ml/datasets.html
Kent Ridge biomedical dataset
Microarray gene expression datasets for classification of cancer tumors
http://datam.i2r.a-star.edu.sg/datasets/krbd/
Sam Roweis
Digits, Alphabets, and Face databases for classification
http://cs.nyu.edu/~roweis/data.html
