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 | 105 | 2008 |

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 | 98 | 2009 |

Subspace clustering for high dimensional categorical data G Gan, J Wu ACM SIGKDD Explorations Newsletter 6 (2), 87-94, 2004 | 97 | 2004 |

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 | 63 | 2006 |

Application of data clustering and machine learning in variable annuity valuation G Gan Insurance: Mathematics and Economics 53 (3), 795-801, 2013 | 57 | 2013 |

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 | 48 | 2015 |

Data Clustering in C++: an object-oriented approach G Gan Chapman and Hall/CRC, 2011 | 45 | 2011 |

k-Means Clustering with Outlier Removal G Gan, MKP Ng Pattern Recognition Letters 90, 8--14, 2017 | 39 | 2017 |

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 | 39 | 2005 |

Subspace Clustering using Affinity Propagation G Gan, MKP Ng Pattern Recognition 48 (4), 1451–1460, 2015 | 34 | 2015 |

Subspace clustering with automatic feature grouping G Gan, MKP Ng Pattern Recognition 48 (11), 3703-3713, 2015 | 29 | 2015 |

Regression modeling for the valuation of large variable annuity portfolios G Gan, EA Valdez North American Actuarial Journal 22 (1), 40-54, 2018 | 22 | 2018 |

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 | 22 | 2006 |

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 | 18 | 2017 |

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 | 17 | 2017 |

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 | 16 | 2016 |

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 | 13 | 2017 |

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 | 12 | 2015 |