Junshui Ma

According to our database, Junshui Ma authored at least 19 papers between 2002 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Deep Dive into Machine Learning Models for Protein Engineering.

Yuting Xu, Deeptak Verma, Robert P. Sheridan, Andy Liaw, Junshui Ma, Nicholas M. Marshall, John McIntosh, Edward C. Sherer, Vladimir Svetnik, Jennifer M. Johnston

J. Chem. Inf. Model., 2020

A Deep Learning-Facilitated Radiomics Solution for the Prediction of Lung Lesion Shrinkage in Non-Small Cell Lung Cancer Trials.

Antong Chen, Jennifer Saouaf, Bo Zhou, Randolph Crawford, Jianda Yuan, Junshui Ma, Richard Baumgartner, Shubing Wang, Gregory Goldmacher

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2017

Demystifying Multitask Deep Neural Networks for Quantitative Structure-Activity Relationships.

Yuting Xu, Junshui Ma, Andy Liaw, Robert P. Sheridan, Vladimir Svetnik

J. Chem. Inf. Model., October, 2017

2016

Extreme Gradient Boosting as a Method for Quantitative Structure-Activity Relationships.

Robert P. Sheridan, Wei Min Wang, Andy Liaw, Junshui Ma, Eric M. Gifford

J. Chem. Inf. Model., 2016

2015

Deep Neural Nets as a Method for Quantitative Structure-Activity Relationships.

Junshui Ma, Robert P. Sheridan, Andy Liaw, George E. Dahl, Vladimir Svetnik

J. Chem. Inf. Model., 2015

2012

A biometric-based covert warning system using EEG.

Fei Su, Huangling Zhou, Zhiyin Feng, Junshui Ma

Proceedings of the 5th IAPR International Conference on Biometrics, 2012

2010

Evaluation of recording factors in EEG-based personal identification: A vital step in real implementations.

Fei Su, Liwen Xia, Anni Cai, Junshui Ma

Proceedings of the IEEE International Conference on Systems, 2010

EEG-based Personal Identification: from Proof-of-Concept to A Practical System.

Fei Su, Liwen Xia, Anni Cai, Yibing Wu, Junshui Ma

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A dual-biometric-modality identification system based on fingerprint and EEG.

Fei Su, Liwen Xia, Anni Cai, Junshui Ma

Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009

Generating hypotheses about molecular structure-activity relationships (SARs) by solving an optimization problem.

Junshui Ma, Christopher Tong, Andy Liaw, Robert P. Sheridan, John Szumiloski, Vladimir Svetnik

Stat. Anal. Data Min., 2009

2004

Two realizations of a general feature extraction framework.

Junshui Ma, James Theiler, Simon Perkins

Pattern Recognit., 2004

SVM training with duplicated samples and its application in SVM-based ensemble methods.

Junshui Ma, Ashok K. Krishnamurthy, Stanley C. Ahalt

Neurocomputing, 2004

Improved Prediction of Prostate Cancer Recurrence Based on an Automated Tissue Image Analysis System.

Mikhail Teverovskiy, Vinay Kumar, Junshui Ma, Angeliki Kotsianti, David Verbel, Ho-Yuen Pang, Yevgen Vengrenyuk, Stephen Fogarasi, Olivier Saidi, Ali Tabesh

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003

Nonlinear multiclass discriminant analysis.

Junshui Ma, José-Luis Sancho-Gómez, Stanley C. Ahalt

IEEE Signal Process. Lett., 2003

Accurate On-line Support Vector Regression.

Junshui Ma, James Theiler, Simon Perkins

Neural Comput., 2003

2D HRR Radar Data Modeling and Processing.

Junshui Ma, Xun Du, Stanley C. Ahalt

Multidimens. Syst. Signal Process., 2003

Function replacement vs. kernel trick.

Junshui Ma

Neurocomputing, 2003

Online novelty detection on temporal sequences.

Junshui Ma, Simon Perkins

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

2002

Modified Kernel-based Nonlinear Feature Extraction.

Junshui Ma, Simon Perkins, James Theiler, Stanley C. Ahalt

Proceedings of the 2002 International Conference on Machine Learning and Applications, 2002