Kate Smith-Miles
Kate Smith-Miles
Professor of Applied Mathematics, The University of Melbourne
Verified email at unimelb.edu.au - Homepage
TitleCited byYear
Automatic age estimation based on facial aging patterns
X Geng, ZH Zhou, K Smith-Miles
IEEE Transactions on pattern analysis and machine intelligence 29 (12), 2234 …, 2007
9092007
A comprehensive survey of data mining-based fraud detection research
C Phua, V Lee, K Smith, R Gayler
arXiv preprint arXiv:1009.6119, 2010
7602010
Cross-disciplinary perspectives on meta-learning for algorithm selection
KA Smith-Miles
ACM Computing Surveys (CSUR) 41 (1), 6, 2009
4312009
Neural networks for combinatorial optimization: a review of more than a decade of research
KA Smith
INFORMS Journal on Computing 11 (1), 15-34, 1999
3891999
Characteristic-based clustering for time series data
X Wang, K Smith, R Hyndman
Data mining and knowledge Discovery 13 (3), 335-364, 2006
3752006
Facial age estimation by learning from label distributions
X Geng, C Yin, ZH Zhou
IEEE transactions on pattern analysis and machine intelligence 35 (10), 2401 …, 2013
3152013
Neural networks in business: techniques and applications for the operations researcher
KA Smith, JND Gupta
Computers & Operations Research 27 (11-12), 1023-1044, 2000
3152000
On learning algorithm selection for classification
S Ali, KA Smith
Applied Soft Computing 6 (2), 119-138, 2006
3112006
On chaotic simulated annealing
L Wang, K Smith
IEEE Transactions on Neural Networks 9 (4), 716-718, 1998
2471998
Static and dynamic channel assignment using neural networks
K Smith, M Palaniswami
IEEE journal on selected areas in communications 15 (2), 238-249, 1997
2011997
Web page clustering using a self-organizing map of user navigation patterns
KA Smith, A Ng
Decision Support Systems 35 (2), 245-256, 2003
1912003
Neural techniques for combinatorial optimization with applications
K Smith, M Palaniswami, M Krishnamoorthy
IEEE Transactions on Neural Networks 9 (6), 1301-1318, 1998
1511998
An analysis of customer retention and insurance claim patterns using data mining: A case study
KA Smith, RJ Willis, M Brooks
Journal of the operational research society 51 (5), 532-541, 2000
1502000
Measuring instance difficulty for combinatorial optimization problems
K Smith-Miles, L Lopes
Computers & Operations Research 39 (5), 875-889, 2012
1472012
ODAM: An optimized distributed association rule mining algorithm
MZ Ashrafi, D Taniar, K Smith
IEEE distributed systems online 5 (3), 2004
1452004
Neural networks in business: techniques and applications
KA Smith, JND Gupta
IGI Global, 2003
1452003
Rule induction for forecasting method selection: Meta-learning the characteristics of univariate time series
X Wang, K Smith-Miles, R Hyndman
Neurocomputing 72 (10-12), 2581-2594, 2009
1442009
A meta-learning approach to automatic kernel selection for support vector machines
S Ali, KA Smith-Miles
Neurocomputing 70 (1-3), 173-186, 2006
1222006
Parallel fuzzy c-means clustering for large data sets
T Kwok, K Smith, S Lozano, D Taniar
European Conference on Parallel Processing, 365-374, 2002
1182002
Intelligent web traffic mining and analysis
X Wang, A Abraham, KA Smith
Journal of Network and Computer Applications 28 (2), 147-165, 2005
1112005
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