Guojun Gan
TitleCited byYear
Data Clustering: Theory, Algorithms, and Applications
G Gan, C Ma, J Wu
SIAM, 2007
1769*2007
A convergence theorem for the fuzzy subspace clustering (FSC) algorithm
G Gan, J Wu
Pattern Recognition 41 (6), 1939-1947, 2008
1052008
A genetic fuzzy k-Modes algorithm for clustering categorical data
G Gan, J Wu, Z Yang
Expert Systems with Applications 36 (2), 1615-1620, 2009
982009
Subspace clustering for high dimensional categorical data
G Gan, J Wu
ACM SIGKDD Explorations Newsletter 6 (2), 87-94, 2004
972004
A fuzzy subspace algorithm for clustering high dimensional data
G Gan, J Wu, Z Yang
International Conference on Advanced Data Mining and Applications, 271-278, 2006
632006
Application of data clustering and machine learning in variable annuity valuation
G Gan
Insurance: Mathematics and Economics 53 (3), 795-801, 2013
572013
Valuation of Large Variable Annuity Portfolios Under Nested Simulations: A Functional Data Approach
G Gan, XS Lin
Insurance: Mathematics and Economics 62, 138-150, 2015
482015
Data Clustering in C++: an object-oriented approach
G Gan
Chapman and Hall/CRC, 2011
452011
k-Means Clustering with Outlier Removal
G Gan, MKP Ng
Pattern Recognition Letters 90, 8--14, 2017
392017
A genetic k-modes algorithm for clustering categorical data
G Gan, Z Yang, J Wu
International Conference on Advanced Data Mining and Applications, 195-202, 2005
392005
Subspace Clustering using Affinity Propagation
G Gan, MKP Ng
Pattern Recognition 48 (4), 1451–1460, 2015
342015
Subspace clustering with automatic feature grouping
G Gan, MKP Ng
Pattern Recognition 48 (11), 3703-3713, 2015
292015
Regression modeling for the valuation of large variable annuity portfolios
G Gan, EA Valdez
North American Actuarial Journal 22 (1), 40-54, 2018
222018
PARTCAT: A subspace clustering algorithm for high dimensional categorical data
G Gan, J Wu, Z Yang
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
222006
Efficient greek calculation of variable annuity portfolios for dynamic hedging: A two-level metamodeling approach
G Gan, XS Lin
North American Actuarial Journal 21 (2), 161-177, 2017
182017
Application of metamodeling to the valuation of large variable annuity portfolios
G Gan
Proceedings of the 2015 Winter Simulation Conference, 1103-1114, 2015
18*2015
A Spatial Interpolation Framework for Efficient Valuation of Large Portfolios of Variable Annuities
SA Hejazi, KR Jackson, G Gan
Quantitative Finance and Economics 1 (2), 125-144, 2017
172017
An Empirical Comparison of Some Experimental Designs for the Valuation of Large Variable Annuity Portfolios
G Gan, EA Valdez
Dependence Modeling 4 (1), 382-400, 2016
162016
A data mining framework for valuing large portfolios of variable annuities
G Gan, JX Huang
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
132017
A multi-asset Monte Carlo simulation model for the valuation of variable annuities
G Gan
Proceedings of the 2015 Winter Simulation Conference, 3162-3163, 2015
122015
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Articles 1–20