Feature Extraction for Image Mining. - Patricia G. Foschi; Deepak Kolippakkam; Huan Liu 001; Amit Mandvikar (Multimedia Information Systems, 2002)

Active Learning with Ensembles for Image Classification. - Huan Liu 001; Amit Mandvikar; Patricia G. Foschi; Kari Torkkola (IJCAI, 2003)

Compact Dual Ensembles for Active Learning. - Amit Mandvikar; Huan Liu 001; Hiroshi Motoda (PAKDD, 2004)

Class-Specific Ensembles for Active Learning. - Amit Mandvikar; Huan Liu 001 (SDM, 2004)

An Empirical Study of Building Compact Ensembles. - Huan Liu 001; Amit Mandvikar; Jigar Mody (WAIM, 2004)