William J. Welch

33 papers A* 1A 2Misc 1Journal 28Unranked 1

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms. IEEE Trans. Pattern Anal. Mach. Intell. Xin Ding, Yongwei Wang, Zuheng Xu, William J. Welch, Z. Jane Wang
2023	J	`jnl`	Data-Adaptive Dimensional Analysis for Accurate Interpolation and Extrapolation in Computer Experiments. CoRR G. Alexi Rodriguez-Arelis, William J. Welch
2023	J	`jnl`	Distilling and transferring knowledge via cGAN-generated samples for image classification and regression. Expert Syst. Appl. Xin Ding, Yongwei Wang, Zuheng Xu, Z. Jane Wang, William J. Welch
2023	J	`jnl`	Efficient subsampling of realistic images from GANs conditional on a class or a continuous variable. Neurocomputing Xin Ding, Yongwei Wang, Z. Jane Wang, William J. Welch
2022	J	`jnl`	Adaptive Design and Analysis Via Partitioning Trees for Emulation of a Complex Computer Code. J. Comput. Graph. Stat. Sonja Isberg, William J. Welch
2021	A*	`conf`	CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation. ICLR Xin Ding, Yongwei Wang, Zuheng Xu, William J. Welch, Z. Jane Wang
2021	—	`conf`	Classification Beats Regression: Counting of Cells from Greyscale Microscopic Images Based on Annotation-Free Training Samples. CICAI Xin Ding, Qiong Zhang, William J. Welch
2021	J	`jnl`	Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression. CoRR Xin Ding, Z. Jane Wang, Zuheng Xu, Yongwei Wang, William J. Welch
2021	J	`jnl`	EPX: An R package for the ensemble of subsets of variables for highly unbalanced binary classification. Comput. Biol. Medicine Grace G. Hsu, Jabed H. Tomal, William J. Welch
2021	J	`jnl`	Efficient Subsampling for Generating High-Quality Images from Conditional Generative Adversarial Networks. CoRR Xin Ding, Yongwei Wang, Z. Jane Wang, William J. Welch
2020	J	`jnl`	CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation. CoRR Xin Ding, Yongwei Wang, Zuheng Xu, William J. Welch, Z. Jane Wang
2020	J	`jnl`	Classification Beats Regression: Counting of Cells from Greyscale Microscopic Images based on Annotation-free Training Samples. CoRR Xin Ding, Qiong Zhang, William J. Welch
2020	J	`jnl`	Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space With Softplus Loss. IEEE Trans. Signal Process. Xin Ding, Z. Jane Wang, William J. Welch
2019	J	`jnl`	Sequential Computer Experimental Design for Estimating an Extreme Probability or Quantile. CoRR Hao Chen, William J. Welch
2018	J	`jnl`	Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter. CoRR Wenyi Wang, William J. Welch
2018	J	`jnl`	Toxic Colors: The Use of Deep Learning for Predicting Toxicity of Compounds Merely from Their Graphic Images. J. Chem. Inf. Model. Michael Fernández, Fuqiang Ban, Godwin Woo, Michael Hsing, Takeshi Yamazaki, Eric Leblanc, Paul S. Rennie, William J. Welch, Artem Cherkasov
2018	A	`conf`	Upward Mobility for Underrepresented Students: A Model for a Cohort-Based Bachelor's Degree in Computer Science. SIGCSE Sathya Narayanan, Kathryn I. Cunningham, Sonia M. Arteaga, William J. Welch, Leslie Maxwell, Zechariah Chawinga, Bude Su
2018	J	`jnl`	Upward mobility for underrepresented students: a model for a cohort-based bachelor's degree in computer science. Inroads Sathya Narayanan, Kathryn Cunningham, Sonia M. Arteaga, William J. Welch, Leslie Maxwell, Zechariah Chawinga, Bude Su
2017	J	`jnl`	Flexible Correlation Structure for Accurate Prediction and Uncertainty Quantification in Bayesian Gaussian Process Emulation of a Computer Model. SIAM/ASA J. Uncertain. Quantification Hao Chen, Jason L. Loeppky, William J. Welch
2016	J	`jnl`	Comment: Expected Improvement for Efficient Blackbox Constrained Optimization. Technometrics Hao Chen, William J. Welch
2016	J	`jnl`	Exploiting Multiple Descriptor Sets in QSAR Studies. J. Chem. Inf. Model. Jabed H. Tomal, William J. Welch, Ruben H. Zamar
2016	J	`jnl`	Using a Gaussian Process as a Nonparametric Regression Model. Qual. Reliab. Eng. Int. James R. Gattiker, Michael S. Hamada, David Higdon, Matthias Schonlau, William J. Welch
2012	J	`jnl`	ChemModLab: A Web-Based Cheminformatics Modeling Laboratory. Silico Biol. Jacqueline M. Hughes-Oliver, Atina D. Brooks, William J. Welch, Morteza G. Khaledi, Douglas M. Hawkins, S. Stanley Young, Kirtesh Patil, Gary W. Howell, Raymond T. Ng, Moody T. Chu
2012	J	`jnl`	Harvesting Classification Trees for Drug Discovery. J. Chem. Inf. Model. Yan Yuan, Hugh A. Chipman, William J. Welch
2011	Misc	`conf`	Automatic genotype calling of single nucleotide polymorphisms using a linear grouping algorithm. ICNC Guohua Yan, William J. Welch, Ruben H. Zamar, Loubna Akhabir, Treena McDonald
2009	J	`jnl`	Choosing the Sample Size of a Computer Experiment: A Practical Guide. Technometrics Jason L. Loeppky, Jerome Sacks, William J. Welch
2007	J	`jnl`	Exploration of Cluster Structure-Activity Relationship Analysis in Efficient High-Throughput Screening. J. Chem. Inf. Model. X. Sunny Wang, G. A. Salloum, Hugh A. Chipman, William J. Welch, S. Stanley Young
2006	J	`jnl`	Dynamic variable selection in SNP genotype autocalling from APEX microarray data. BMC Bioinform. Mohua Podder, William J. Welch, Ruben H. Zamar, Scott J. Tebbutt
2002	J	`jnl`	Uniform Coverage Designs for Molecule Selection. Technometrics Raymond L. Lam, William J. Welch, S. Stanley Young
1998	J	`jnl`	Efficient Global Optimization of Expensive Black-Box Functions. J. Glob. Optim. Donald R. Jones, Matthias Schonlau, William J. Welch
1992	J	`jnl`	Integrated circuit design optimization using a sequential strategy. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Maria C. Bernardo, Robert J. Buck, Lihsin Liu, William A. Nazaret, Jerome Sacks, William J. Welch
1991	J	`jnl`	Parametric yield optimization of CMOS analogue circuits by quadratic statistical circuit performance models. Int. J. Circuit Theory Appl. Tat-Kwan Yu, Sung-Mo Kang, Jerome Sacks, William J. Welch
1989	A	`conf`	An efficient method for parametric yield optimization of MOS integrated circuits. ICCAD Tat-Kwan Yu, Sung-Mo Kang, Jerome Sacks, William J. Welch