Ya-Ju Fan

Publication Activity (10 Years)

Years Active: 2007-2018
Publications (10 Years): 5

Top Topics

Regression Methods

Small Data Sets

Top Venues

Stat. Anal. Data Min.

Int. J. Pattern Recognit. Artif. Intell.

Ann. Oper. Res.

Publications

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) (2018)
Chandrika Kamath, Ya-Ju Fan
Regression with small data sets: a case study using code surrogates in additive manufacturing. Knowl. Inf. Syst. 57 (2) (2018)
Chandrika Kamath, Ya-Ju Fan
Compressing Unstructured Mesh Data Using Spline Fits, Compressed Sensing, and Regression Methods. GlobalSIP (2018)
Ya-Ju Fan
Autoencoder Node Saliency: Selecting Relevant Latent Representations. CoRR (2017)
Ya-Ju Fan, Chandrika Kamath
Detecting ramp events in wind energy generation using affinity evaluation on weather data. Stat. Anal. Data Min. 9 (3) (2016)
Ya-Ju Fan, Chandrika Kamath
Identifying and Exploiting Diurnal Motifs in Wind Generation Time Series Data. Int. J. Pattern Recognit. Artif. Intell. 29 (2) (2015)
Ya-Ju Fan, Chandrika Kamath
Practical Considerations in Applying Compressed Sensing to Simulation Data. DCC (2015)
Chandrika Kamath, Ya-Ju Fan
Incremental SVD for Insight into Wind Generation. ICMLA (2014)
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) (2014)
Chandrika Kamath, Ya-Ju Fan
Using data mining to enable integration of wind resources on the power grid. Stat. Anal. Data Min. 5 (5) (2012)
Chandrika Kamath, Ya-Ju Fan
Finding Motifs in Wind Generation Time Series Data. ICMLA (2) (2012)
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) (2011)
Ya-Ju Fan, Wanpracha Art Chaovalitwongse
Optimizing feature selection to improve medical diagnosis. Ann. Oper. Res. 174 (1) (2010)
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) (2009)
Wanpracha Art Chaovalitwongse, Ya-Ju Fan, Rajesh C. Sachdeo
Novel Optimization Models for Abnormal Brain Activity Classification. Oper. Res. 56 (6) (2008)
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) (2007)
Wanpracha Art Chaovalitwongse, Ya-Ju Fan, Rajesh C. Sachdeo
Support feature machine for classification of abnormal brain activity. KDD (2007)