Ya-Ju Fan

According to our database, Ya-Ju Fan authored at least 21 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Evaluating Point-Prediction Uncertainties in Neural Networks for Drug Discovery.

Ya Ju Fan, Jonathan E. Allen, Kevin S. McLoughlin, Da Shi, Brian J. Bennion, Xiaohua Zhang, Felice C. Lightstone

CoRR, 2022

A cross-study analysis of drug response prediction in cancer cell lines.

Fangfang Xia, Jonathan E. Allen, Prasanna Balaprakash, Thomas S. Brettin, Cristina Garcia-Cardona, Austin Clyde, Judith D. Cohn, James H. Doroshow, Xiaotian Duan, Veronika Dubinkina, Yvonne A. Evrard, Ya Ju Fan, Jason Gans, Stewart He, Pinyi Lu, Sergei Maslov, Alexander Partin, Maulik Shukla, Eric A. Stahlberg, Justin M. Wozniak, Hyun Seung Yoo, George F. Zaki, Yitan Zhu, Rick Stevens

Briefings Bioinform., 2022

2019

Autoencoder node saliency: Selecting relevant latent representations.

Ya Ju Fan

Pattern Recognit., 2019

Distinguishing between Normal and Cancer Cells Using Autoencoder Node Saliency.

Ya Ju Fan, Jonathan E. Allen, Sam Ade Jacobs, Brian C. Van Essen

CoRR, 2019

2018

Regression with small data sets: a case study using code surrogates in additive manufacturing.

Chandrika Kamath, Ya-Ju Fan

Knowl. Inf. Syst., 2018

Information-theoretic feature selection with discrete k-median clustering.

Onur Seref, Ya-Ju Fan, Elan Borenstein, Wanpracha Art Chaovalitwongse

Ann. Oper. Res., 2018

Compressing Unstructured Mesh Data Using Spline Fits, Compressed Sensing, and Regression Methods.

Chandrika Kamath, Ya-Ju Fan

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2016

Detecting ramp events in wind energy generation using affinity evaluation on weather data.

Ya-Ju Fan, Chandrika Kamath

Stat. Anal. Data Min., 2016

2015

Identifying and Exploiting Diurnal Motifs in Wind Generation Time Series Data.

Ya-Ju Fan, Chandrika Kamath

Int. J. Pattern Recognit. Artif. Intell., 2015

Practical Considerations in Applying Compressed Sensing to Simulation Data.

Ya-Ju Fan, Chandrika Kamath

Proceedings of the 2015 Data Compression Conference, 2015

2014

Mathematical Programming Formulations and Algorithms for Discrete k-Median Clustering of Time-Series Data.

Onur Seref, Ya-Ju Fan, Wanpracha Art Chaovalitwongse

INFORMS J. Comput., 2014

Incremental SVD for Insight into Wind Generation.

Chandrika Kamath, Ya-Ju Fan

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

2012

Using data mining to enable integration of wind resources on the power grid.

Chandrika Kamath, Ya-Ju Fan

Stat. Anal. Data Min., 2012

Finding Motifs in Wind Generation Time Series Data.

Chandrika Kamath, Ya-Ju Fan

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2011

Pattern- and Network-Based Classification Techniques for Multichannel Medical Data Signals to Improve Brain Diagnosis.

Wanpracha Art Chaovalitwongse, Rebecca S. Pottenger, Shouyi Wang, Ya-Ju Fan, Leonidas D. Iasemidis

IEEE Trans. Syst. Man Cybern. Part A, 2011

2010

Optimizing feature selection to improve medical diagnosis.

Ya-Ju Fan, Wanpracha Art Chaovalitwongse

Ann. Oper. Res., 2010

2009

Deterministic and Probabilistic Optimization Models for Data Classification.

Ya-Ju Fan, Wanpracha Art Chaovalitwongse

Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Optimisation and data mining techniques for the screening of epileptic patients.

Ya-Ju Fan, Wanpracha Art Chaovalitwongse, Chang-Chia Liu, Rajesh C. Sachdeo, Leonidas D. Iasemidis, Panos M. Pardalos

Int. J. Bioinform. Res. Appl., 2009

2008

Novel Optimization Models for Abnormal Brain Activity Classification.

Wanpracha Art Chaovalitwongse, Ya-Ju Fan, Rajesh C. Sachdeo

Oper. Res., 2008

2007

On the Time Series K-Nearest Neighbor Classification of Abnormal Brain Activity.

Wanpracha Art Chaovalitwongse, Ya-Ju Fan, Rajesh C. Sachdeo

IEEE Trans. Syst. Man Cybern. Part A, 2007

Support feature machine for classification of abnormal brain activity.

Wanpracha Art Chaovalitwongse, Ya-Ju Fan, Rajesh C. Sachdeo

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007