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Journal Articles
- 2018
[j11]Onur Seref
, Ya-Ju Fan, Elan Borenstein, Wanpracha Art Chaovalitwongse:
Information-theoretic feature selection with discrete k-median clustering. Ann. Oper. Res. 263(1-2): 93-118 (2018)- [j10]Chandrika Kamath, Ya-Ju Fan:
Regression with small data sets: a case study using code surrogates in additive manufacturing. Knowl. Inf. Syst. 57(2): 475-493 (2018) - 2016
- [j9]Ya-Ju Fan, Chandrika Kamath:
Detecting ramp events in wind energy generation using affinity evaluation on weather data. Stat. Anal. Data Min. 9(3): 155-173 (2016) - 2015
- [j8]Ya-Ju Fan, Chandrika Kamath:
Identifying and Exploiting Diurnal Motifs in Wind Generation Time Series Data. Int. J. Pattern Recognit. Artif. Intell. 29(2): 1550012:1-1550012:25 (2015) - 2014
- [j7]Onur Seref, Ya-Ju Fan, Wanpracha Art Chaovalitwongse:
Mathematical Programming Formulations and Algorithms for Discrete k-Median Clustering of Time-Series Data. INFORMS J. Comput. 26(1): 160-172 (2014) - 2012
- [j6]Chandrika Kamath, Ya-Ju Fan:
Using data mining to enable integration of wind resources on the power grid. Stat. Anal. Data Min. 5(5): 410-427 (2012) - 2011
- [j5]Wanpracha Art Chaovalitwongse, Rebecca S. Pottenger, Shouyi Wang, Ya-Ju Fan, Leonidas D. Iasemidis:
Pattern- and Network-Based Classification Techniques for Multichannel Medical Data Signals to Improve Brain Diagnosis. IEEE Trans. Syst. Man Cybern. Part A 41(5): 977-988 (2011) - 2010
- [j4]Ya-Ju Fan, Wanpracha Art Chaovalitwongse:
Optimizing feature selection to improve medical diagnosis. Ann. Oper. Res. 174(1): 169-183 (2010) - 2009
- [j3]Ya-Ju Fan, Wanpracha Art Chaovalitwongse, Chang-Chia Liu, Rajesh C. Sachdeo, Leonidas D. Iasemidis, Panos M. Pardalos:
Optimisation and data mining techniques for the screening of epileptic patients. Int. J. Bioinform. Res. Appl. 5(2): 187-196 (2009) - 2008
- [j2]Wanpracha Art Chaovalitwongse, Ya-Ju Fan, Rajesh C. Sachdeo:
Novel Optimization Models for Abnormal Brain Activity Classification. Oper. Res. 56(6): 1450-1460 (2008) - 2007
- [j1]Wanpracha Art Chaovalitwongse, Ya-Ju Fan, Rajesh C. Sachdeo:
On the Time Series K-Nearest Neighbor Classification of Abnormal Brain Activity. IEEE Trans. Syst. Man Cybern. Part A 37(6): 1005-1016 (2007)
Conference and Workshop Papers
- 2018
- [c5]Chandrika Kamath, Ya-Ju Fan:
Compressing Unstructured Mesh Data Using Spline Fits, Compressed Sensing, and Regression Methods. GlobalSIP 2018: 316-320 - 2015
- [c4]Ya-Ju Fan, Chandrika Kamath:
Practical Considerations in Applying Compressed Sensing to Simulation Data. DCC 2015: 479 - 2014
- [c3]Chandrika Kamath, Ya-Ju Fan:
Incremental SVD for Insight into Wind Generation. ICMLA 2014: 441-446 - 2012
- [c2]Chandrika Kamath, Ya-Ju Fan:
Finding Motifs in Wind Generation Time Series Data. ICMLA (2) 2012: 481-486 - 2007
- [c1]Wanpracha Art Chaovalitwongse, Ya-Ju Fan, Rajesh C. Sachdeo:
Support feature machine for classification of abnormal brain activity. KDD 2007: 113-122
Reference Works
- 2009
- [r1]Ya-Ju Fan, Wanpracha Art Chaovalitwongse:
Deterministic and Probabilistic Optimization Models for Data Classification. Encyclopedia of Optimization 2009: 694-702
Informal and Other Publications
- 2017
- [i1]Ya-Ju Fan:
Autoencoder Node Saliency: Selecting Relevant Latent Representations. CoRR abs/1711.07871 (2017)
Coauthor Index
aka: Wanpracha Art Chaovalitwongse
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