Xiaoli Z. Fern - Publications

Affiliations: 
Oregon State University, Corvallis, OR 
Area:
Computer Science

25 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2016 Azimi J, Fern XZ, Fern A. Budgeted optimization with constrained experiments Journal of Artificial Intelligence Research. 56: 119-152. DOI: 10.1613/Jair.4896  0.68
2016 Pham AT, Raich R, Fern XZ. Semi-supervised learning in the presence of novel class instances Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 2419-2423. DOI: 10.1109/ICASSP.2016.7472111  0.68
2016 Ruiz-Muñoz JF, You Z, Raich R, Fern XZ. Dictionary Learning for Bioacoustics Monitoring with Applications to Species Classification Journal of Signal Processing Systems. 1-15. DOI: 10.1007/S11265-016-1155-0  0.68
2015 Xiong S, Pei Y, Rosales R, Fern XZ. Active Learning from Relative Comparisons Ieee Transactions On Knowledge and Data Engineering. 27: 3166-3175. DOI: 10.1109/Tkde.2015.2462365  0.36
2015 Ruiz-Munoz JF, You Z, Raich R, Fern XZ. Dictionary extraction from a collection of spectrograms for bioacoustics monitoring Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324357  0.68
2015 Pham AT, Raich R, Fern XZ. Simultaneous instance annotation and clustering in multi-instance multi-label learning Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324354  0.68
2015 Tjahja TV, Fern XZ, Raich R, Pham AT. Supervised hierarchical segmentation for bird song recording Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 763-767. DOI: 10.1109/ICASSP.2015.7178072  0.68
2015 Pham AT, Raich R, Fern XZ, Arriaga JP. Multi-instance multi-label learning in the presence of novel class instances 32nd International Conference On Machine Learning, Icml 2015. 3: 2417-2425.  0.68
2014 Xiong S, Azimi J, Fern XZ. Active learning of constraints for semi-supervised clustering Ieee Transactions On Knowledge and Data Engineering. 26: 43-54. DOI: 10.1109/Tkde.2013.22  0.68
2014 Pham AT, Raich R, Fern XZ. Efficient instance annotation in multi-instance learning Ieee Workshop On Statistical Signal Processing Proceedings. 137-140. DOI: 10.1109/SSP.2014.6884594  0.68
2014 Pei Y, Fern XZ. Constrained instance clustering in multi-instance multi-label learning Pattern Recognition Letters. 37: 107-114. DOI: 10.1016/J.Patrec.2013.07.002  0.68
2012 Liu LP, Fern XZ. Constructing training sets for outlier detection Proceedings of the 12th Siam International Conference On Data Mining, Sdm 2012. 919-929.  0.68
2012 Azimi J, Jalali A, Fern XZ. Hybrid batch bayesian optimization Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 2: 1215-1222.  0.68
2012 Azimi J, Fern A, Fern XZ, Borradaile G, Heeringa B. Batch active learning via coordinated matching Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 2: 1199-1206.  0.68
2011 Azimi J, Fern A, Fern XZ. Budgeted optimization with concurrent stochastic-duration experiments Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 0.68
2010 Cui Y, Fern XZ, Dy JG. Learning multiple nonredundant clusterings Acm Transactions On Knowledge Discovery From Data. 4. DOI: 10.1145/1839490.1839496  0.68
2010 Azimi J, Fern A, Fern XZ. Batch Bayesian optimization via simulation matching Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 0.68
2009 Burrows EH, Wong WK, Fern X, Chaplen FW, Ely RL. Optimization of pH and nitrogen for enhanced hydrogen production by Synechocystis sp. PCC 6803 via statistical and machine learning methods. Biotechnology Progress. 25: 1009-17. PMID 19610124 DOI: 10.1002/Btpr.213  0.68
2008 Fern XZ, Lin W. Cluster ensemble selection Society For Industrial and Applied Mathematics - 8th Siam International Conference On Data Mining 2008, Proceedings in Applied Mathematics 130. 2: 787-797. DOI: 10.1002/Sam.V1:3  0.68
2007 Cui Y, Fern XZ, Dy JG. Non-redundant multi-view clustering via orthogonalization Proceedings - Ieee International Conference On Data Mining, Icdm. 133-142. DOI: 10.1109/ICDM.2007.94  0.68
2007 Fern XZ, Komireddy C, Burnett M. Mining interpretable human strategies: A case study Proceedings - Ieee International Conference On Data Mining, Icdm. 475-480. DOI: 10.1109/ICDM.2007.19  0.68
2005 Fern XZ, Brodley CE, Friedl MA. Correlation clustering for learning mixtures of canonical correlation models Proceedings of the 2005 Siam International Conference On Data Mining, Sdm 2005. 439-448.  0.68
2004 Fern XZ, Brodley CE. Solving cluster ensemble problems by bipartite graph partitioning Proceedings, Twenty-First International Conference On Machine Learning, Icml 2004. 281-288.  0.68
2003 Fern XZ, Brodley CE. Boosting Lazy Decision Trees Proceedings, Twentieth International Conference On Machine Learning. 1: 178-185.  0.68
2003 Fern XZ, Brodley CE. Random Projection for High Dimensional Data Clustering: A Cluster Ensemble Approach Proceedings, Twentieth International Conference On Machine Learning. 1: 186-193.  0.68
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