Conference papers
- Forrest Briggs, Raviv Raich, and Xiaoli Z. Fern, Audio
Classification of Bird Species: a Statistical Manifold Approach, to
appear in Proceedings of
International Conference on Data Mining, ICDM 2009, pdf
- Wei Zhang, Akshat Surve, Xiaoli Z. Fern
and Thomas Ditteriech, Learning Non-redundant Codebooks for Classifying
Complex Objects, In Proceedings
of International Conference on Machine Learning, ICML 2009. PDF
- Javad Azimi and Xiaoli Fern, Adaptive Cluster Ensemble Selection,
In Proceedings of International
Joint Conference on Artificial Intellegence, IJCAI 2009. PDF
- Neeraja Subrahmaniyan, Laura Beckwith, Valentina Grigoreanu,
Margaret Burnett, Susan Wiedenbeck,Vaishnavi Narayanan, Karin Bucht,
Russell Drummond, and Xiaoli Fern, “Testing vs. Code Inspection vs. ...
What Else? Male and Female End Users’ Debugging Strategies”, ACM
Conference on Human-Computer Interaction, April 2008 (CHI2008)
- Xiaoli Z. Fern and Wei Lin, Cluster
Ensemble Selection, In Proceedings
of 2008 SIAM
International Conference on Data Mining (SDM08). pdf
- Ying Cui, Xiaoli Z. Fern and Jennifer
Dy, Non-redundant multi-view clustering via orthogonalization, in Proceedings of 7th IEEE
International Conference on Data
Mining (ICDM07) pdf.
- Xiaoli Fern, Chaitanya Komireddy,
Margaret Burnett, "Mining Interpretable Human Strategies: A Case
Study", to appear in Proceedings of 7th IEEE International Conference
on Data Mining (ICDM07) pdf. A longer
tech
report version can be found here pdf.
- Grigoreanu, V., Beckwith, L., Fern, X., Yang, S., Komireddy,
C.,
Narayanan, V., Cook, C., Burnett, M., Gender Differences in End-User
Debugging, Revisited: What the Miners Found. In Proceedings of IEEE
Symposium on Visual Languages and Human-Centric Computing Languages and
Environments, Brighton, England, September 2006. pdf
- Xiaoli Z. Fern and Carla
E. Brodley,
"Cluster ensembles for high dimensional data clustering: An
empirical study", Techenical report CS06-30-02.
- Xiaoli Z. Fern, Carla E. Brodley and
Mark A. Friedl, "Correlation clustering for learning mixture of
canonical correlation models ", Accepted for SIAM International
Conference on Data Mining (SDM2005). PDF file
- Xiaoli Z. Fern and Carla E. Brodley, "Solving cluster
ensemble problems by bipartite graph partitioning", in
Proceedings of 21th International Conference on Machine learning
(ICML2004), PDF file,
- Xiaoli Z. Fern and Carla E. Brodley, "Random Projection
for High Dimensional Data Clustering: A Cluster Ensemble
Approach", in Proceedings of 20th International Conference on
Machine learning (ICML2003), PDF file
- Xiaoli Z. Fern and Carla E. Brodley, "Boosting Lazy
Decision Trees", Proceedings of 20th Iternational Conference on
Machine Learning (ICML 2003), PDF file
Journal
Papers
- Ying Cui, Xiaoli Z. Fern, and Jennifer Dy, Learning Multiple
Non-Redundant Clusterings, Submitted to ACM Transaction on Knowledge
Discovery from Data
Xiaoli Fern, Chaitanya Komireddy,
- Valentina Grigoreanu, and
Margaret Burnett, "Mining Problem-Solving Strategies from HCI Data", To
Appear in ACM Transaction on CHI (TOCHI),
- Elizabeth H. Burrows, Weng-Keen Wong, Xiaoli Fern, Frank W.R.
Chaplen, and Roger L. Ely. Optimization of ph and nitrogen for enhanced
hydrogen production by synechocystis sp. pcc 6803 via statistical and
machine learning methods. Biotechnology
Progress, Volume 25, Issue 4, 2009
- Xiaoli Z. Fern and Wei Lin, Cluster
Ensemble Selection, Journal of
Statistical Analysis and
Data Mining, Special Issue on
Best of SDM08, Volume 1, Issue 3 ,
Pages128 - 141, 2008 Preprint