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John A. Fulcher
University of Wollongong
Wollongong, Australia
 

John Fulcher is currently a professor of information technology in the School of IT & Computer Science at the University of Wollongong, Australia. He holds a BEE (Honours) from the University of Queensland (1972), a Research Masters in Upper Atmosphere Physics from LaTrobe University, Melbourne (1981), and a Ph.D. in Neural Networks for Pattern Recognition from the University of Wollongong (1999). John is a member of the Association for Computing Machinery, and is a senior member of the Institute of Electrical & Electronic Engineers.

Aside from serving as a reviewer for Computing Reviews, Fulcher is on the editorial board of both Computer Science Education and the International Journal of Intelligent & Fuzzy Systems. Fulcher has also served as Special Guest Editor on two occasions, one being for Computer Standards & Interfaces (July 1994 Special Issue on ANN Standards), and the other for Computer Science Education (August 2000 Special Australasian Issue). Fulcher is also a reviewer for 13 other learned society journals, including IEEE Transactions on Neural Networks, IEEE Transactions on Image Processing, International Journal of Neural Systems, Neural Computing & Applications, Microprocessors & Microsystems, and International Journal of Electrical Engineering Education.

Fulcher has also reviewed book proposals for Kluwer Academic Publishers and Edward Arnold (UK). He has almost 90 refereed publications, including a best-selling textbook (An introduction to computer systems: architecture & interfacing, Addison Wesley, 1989), a recent research monograph on intelligent systems (Applied intelligent systems: new directions, Springer Verlag, 2004, coedited with Prof. L.C. Jain, University of South Australia), three book chapters in the Handbook of neural computing (Oxford University Press, 1997, E. Fiesler & R. Beale, Eds.), and papers in the three previous IFIP World Conferences on Computers in Education (1990, 1995, and 2001).

He was an invited keynote speaker at the Fifth National Thai Computer Science & Engineering Conference, Chiang Mai (Practical (Artificial) Intelligence). Fulcher has attracted over A$2M of research funding over the past 15 years, mostly by way of industrial research and development projects.

His research interests include microcomputer interfacing, computer science education, artificial neural networks (especially higher-order ANNs and evolvable hardware), health informatics, and parallel computing. Fulcher's teaching interests span the gamut from first-year undergraduate (computer systems), through second- year (operating systems and distributed systems) and final-year undergraduate (microcomputer interfacing and real-time computing), as well as an Honours Seminar for graduate subjects (neural networks, parallel computing, data mining, and quantum computing). For the past six years, he has served as Research Postgraduate Coordinator in the School of IT & Computer Science.


     

Managing and mining uncertain data
Aggarwal C. (ed), Springer Publishing Company, Incorporated, 2009. 494 pp.  Type: Book (9780387096896)

Uncertainty in datasets can arise due to the data collection method (for example, the imprecise nature of input sensors), cumulative noise due to forecasting/prediction/interpolation techniques, or even by noise that is deliberately ad...

 

Data mining for design and marketing
Ohsawa Y., Yada K., Chapman & Hall/CRC, Boca Raton, FL, 2009. 336 pp.  Type: Book (9781420070194)

I recommend this edited volume--which comprises 17 chapters contributed by a total of 43 authors--to researchers and graduate students interested in updating their knowledge in data mining, targeted specifically towar...

 

Handbook on analyzing human genetic data: computational approaches and software
Lin S., Zhao H., Springer Publishing Company, Incorporated, New York, NY, 2009. 333 pp.  Type: Book (978-3-540692-63-8)

With this volume, the editors hope to provide “an overview of the most important areas in genetic data analysis methods.” The handbook starts with an overview, by Weir, of basic statistical tests and procedures in p...

 

Feature selection with kernel class separability
Wang L. IEEE Transactions on Pattern Analysis and Machine Intelligence 30(9): 1534-1546, 2008.  Type: Article

Feature extraction is an important preprocessing step in pattern classification. In this context, feature selection is a critical consideration. In this paper, Wang presents a kernel-based selection criterion in which the support vecto...

 

Data mining and applications in genomics
Ao S., Springer Publishing Company, Incorporated, 2008. 152 pp.  Type: Book (9781402089749)

Ao states, in the preface, that the purpose of this book is to illustrate “data mining (DM) algorithms and their application to genomics,” by way of case studies conducted at both Hong Kong and Oxford Universities.<...

 
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