Xiaoli Z. Fern

Random projection for high dimensional data clustering: a cluster ensemble approach

Xiaoli Z. Fern, Carla E. Brodley · 2003 · 580 citations

Solving cluster ensemble problems by bipartite graph partitioning

Xiaoli Z. Fern, Carla E. Brodley · 2004 · 563 citations

Cluster Computing, Engineering, Community Mining +19

Acoustic classification of multiple simultaneous bird species: A multi-instance multi-label approach

Forrest Briggs, Balaji Lakshminarayanan, Lawrence Neal et al. · The Journal of the Acoustical Society of America · 2012 · 300 citations

Multiple Instance Learning, Engineering, Machine Learning +20

Rank-loss support instance machines for MIML instance annotation

Forrest Briggs, Xiaoli Z. Fern, Raviv Raich · 2012 · 215 citations

Multiple Instance Learning, Engineering, Machine Learning +24

Cluster Ensemble Selection

Xiaoli Z. Fern, Wei Lin · Statistical Analysis and Data Mining The ASA Data Science Journal · 2008 · 153 citations

Ensemble Selection Problem, Cluster Computing, Engineering +17