Hao Helen Zhang

26 papers Misc 1Journal 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Dynamic Supervised Principal Component Analysis for Classification. J. Comput. Graph. Stat. Wenbo Ouyang, Ruiyang Wu, Ning Hao, Hao Helen Zhang
2025	J	`jnl`	Novel SVM-based classification approaches for evaluating pancreatic carcinoma. Ann. Math. Artif. Intell. Ammon Washburn, Neng Fan, Hao Helen Zhang
2025	J	`jnl`	Quantifying Dataset Similarity to Guide Transfer Learning. CoRR Shudong Sun, Hao Helen Zhang
2024	J	`jnl`	Gaussian Process Model with Tensorial Inputs and Its Application to the Design of 3D Printed Antennas. CoRR Xi Chen, Yashika Sharma, Hao Helen Zhang, Xin Hao, Qiang Zhou
2024	J	`jnl`	Robust brain MRI image classification with SIBOW-SVM. Comput. Medical Imaging Graph. Liyun Zeng, Hao Helen Zhang
2023	J	`jnl`	Boosting Nyström Method. CoRR Keaton Hamm, Zhaoying Lu, Wenbo Ouyang, Hao Helen Zhang
2023	J	`jnl`	Heterogeneous Domain Adaptation With Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. IEEE Trans. Pattern Anal. Mach. Intell. Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
2023	J	`jnl`	Robust Brain MRI Image Classification with SIBOW-SVM. CoRR Liyun Zeng, Hao Helen Zhang
2023	J	`jnl`	Sparse Learning and Class Probability Estimation with Weighted Support Vector Machines. CoRR Liyun Zeng, Hao Helen Zhang
2023	J	`jnl`	Spatial heterogeneity automatic detection and estimation. Comput. Stat. Data Anal. Xin Wang, Zhengyuan Zhu, Hao Helen Zhang
2022	J	`jnl`	Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. CoRR Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
2022	J	`jnl`	Linear Algorithms for Nonparametric Multiclass Probability Estimation. CoRR Liyun Zeng, Hao Helen Zhang
2021	J	`jnl`	Nonparametric Trace Regression in High Dimensions via Sign Series Representation. CoRR Chanwoo Lee, Lexin Li, Hao Helen Zhang, Miaoyan Wang
2020	J	`jnl`	Correction to: binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions. BMC Bioinform. Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier
2020	J	`jnl`	binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions. BMC Bioinform. Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier
2019	Misc	`conf`	Interpretation of 'Omics dynamics in a single subject using local estimates of dispersion between two transcriptomes. AMIA Qike Li, Samir Rachid Zaim, Dillon Aberasturi, Joanne Berghout, Haiquan Li, Francesca Vitali, Colleen Kenost, Hao Helen Zhang, Yves A. Lussier
2017	J	`jnl`	kMEn: Analyzing noisy and bidirectional transcriptional pathway responses in single subjects. J. Biomed. Informatics Qike Li, A. Grant Schissler, Vincent Gardeux, Joanne Berghout, Ikbel Achour, Colleen Kenost, Haiquan Li, Hao Helen Zhang, Yves A. Lussier
2015	J	`jnl`	eQTL networks unveil enriched mRNA master integrators downstream of complex disease-associated SNPs. J. Biomed. Informatics Haiquan Li, Nima Pouladi, Ikbel Achour, Vincent Gardeux, Jianrong Li, Qike Li, Hao Helen Zhang, Fernando D. Martinez, Joe G. N. 'Skip' Garcia, Yves A. Lussier
2013	J	`jnl`	Iterative selection using orthogonal regression techniques. Stat. Anal. Data Min. Bradley C. Turnbull, Subhashis Ghosal, Hao Helen Zhang
2010	J	`jnl`	Bayesian Inference of Odds Ratios in Misclassified Binary Data with a Validation Substudy. Commun. Stat. Simul. Comput. Dewi Rahardja, Yan D. Zhao, Hao Helen Zhang
2010	J	`jnl`	On sparse estimation for semiparametric linear transformation models. J. Multivar. Anal. Hao Helen Zhang, Wenbin Lu, Hansheng Wang
2009	J	`jnl`	A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables. Comput. Stat. Data Anal. Huan Liu, Yongqiang Tang, Hao Helen Zhang
2009	J	`jnl`	Automatic model selection for partially linear models. J. Multivar. Anal. Xiao Ni, Hao Helen Zhang, Daowen Zhang
2007	J	`jnl`	Support vector machines with adaptive L Comput. Stat. Data Anal. Yufeng Liu, Hao Helen Zhang, Cheolwoo Park, Jeongyoun Ahn
2006	J	`jnl`	Gene selection using support vector machines with non-convex penalty. Bioinform. Hao Helen Zhang, Jeongyoun Ahn, Xiaodong Lin, Cheolwoo Park
2004	J	`jnl`	Model building with likelihood basis pursuit. Optim. Methods Softw. Michael C. Ferris, Meta M. Voelker, Hao Helen Zhang