Xiaoli Z. Fern

Best Publications

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

  Xiaoli Zhang Fern;Carla E. Brodley

  838
  Citations

• Solving cluster ensemble problems by bipartite graph partitioning

  Xiaoli Zhang Fern;Carla E. Brodley

  754
  Citations

• Open Set Learning with Counterfactual Images.

  Lawrence Neal;Matthew L. Olson;Xiaoli Z. Fern;Weng-Keen Wong

  472
  Citations

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

  Forrest Briggs;Balaji Lakshminarayanan;Lawrence Neal;Xiaoli Z. Fern

  349
  Citations

• Rank-loss support instance machines for MIML instance annotation

  Forrest Briggs;Xiaoli Z. Fern;Raviv Raich

  254
  Citations

• Non-redundant Multi-view Clustering via Orthogonalization

  Ying Cui;X.Z. Fern;J.G. Dy

  185
  Citations

• Taming compiler fuzzers

  Yang Chen;Alex Groce;Chaoqiang Zhang;Weng-Keen Wong

  179
  Citations

• Cluster Ensemble Selection: Cluster Ensemble Selection

  Xiaoli Z. Fern;Wei Lin

  170
  Citations

• Active Learning of Constraints for Semi-Supervised Clustering

  Sicheng Xiong;Javad Azimi;Xiaoli Z. Fern

  156
  Citations

• Adaptive cluster ensemble selection

  Javad Azimi;Xiaoli Fern

  144
  Citations

• The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment

  Forrest Briggs;Yonghong Huang;Raviv Raich;Konstantinos Eftaxias

  140
  Citations

• Audio Classification of Bird Species: A Statistical Manifold Approach

  Forrest Briggs;Raviv Raich;Xiaoli Z. Fern

  114
  Citations

• Time-frequency segmentation of bird song in noisy acoustic environments

  Lawrence Neal;Forrest Briggs;Raviv Raich;Xiaoli Z. Fern

  114
  Citations

• Computational sustainability: computing for a better world and a sustainable future

  Carla Gomes;Thomas Dietterich;Christopher Barrett;Jon Conrad

  114
  Citations

• Batch Bayesian Optimization via Simulation Matching

  Javad Azimi;Alan Fern;Xiaoli Z. Fern

  112
  Citations

• Learning non-redundant codebooks for classifying complex objects

  Wei Zhang;Akshat Surve;Xiaoli Fern;Thomas Dietterich

  102
  Citations

• Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference

  Reza Ghaeini;Xiaoli Z. Fern;Prasad Tadepalli

  99
  Citations

• Message Passing Neural Networks for Partial Charge Assignment to Metal-Organic Frameworks

  Ali Raza;Arni Sturluson;Cory M Simon;Xiaoli Fern

  73
  Citations

• Testing vs. code inspection vs. what else?: male and female end users' debugging strategies

  Neeraja Subrahmaniyan;Laura Beckwith;Valentina Grigoreanu;Margaret Burnett

  68
  Citations

• Hybrid Batch Bayesian Optimization

  Javad Azimi;Ali Jalali;Xiaoli Fern

  61
  Citations