Xiaoli Z. Fern

Xiaoli Z. Fern publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Xiaoli Z. Fern sits on this spectrum.

Xiaoli Z. Fern D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Xiaoli Z. Fern sits on this spectrum.

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