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2020 – today
- 2020
[j11]Yuting Xu
, Deeptak Verma, Robert P. Sheridan, Andy Liaw, Junshui Ma, Nicholas M. Marshall, John McIntosh, Edward C. Sherer, Vladimir Svetnik, Jennifer M. Johnston:
Deep Dive into Machine Learning Models for Protein Engineering. J. Chem. Inf. Model. 60(6): 2773-2790 (2020)- [c8]Antong Chen, Jennifer Saouaf, Bo Zhou, Randolph Crawford, Jianda Yuan, Junshui Ma, Richard Baumgartner, Shubing Wang, Gregory Goldmacher:
A Deep Learning-Facilitated Radiomics Solution for the Prediction of Lung Lesion Shrinkage in Non-Small Cell Lung Cancer Trials. ISBI 2020: 678-682 - [i1]Antong Chen, Jennifer Saouaf, Bo Zhou, Randolph Crawford, Jianda Yuan, Junshui Ma, Richard Baumgartner, Shubing Wang, Gregory Goldmacher:
A deep learning-facilitated radiomics solution for the prediction of lung lesion shrinkage in non-small cell lung cancer trials. CoRR abs/2003.02943 (2020)
2010 – 2019
- 2017
- [j10]Yuting Xu, Junshui Ma, Andy Liaw, Robert P. Sheridan, Vladimir Svetnik:
Demystifying Multitask Deep Neural Networks for Quantitative Structure-Activity Relationships. J. Chem. Inf. Model. 57(10): 2490-2504 (2017) - 2016
- [j9]Robert P. Sheridan, Wei Min Wang, Andy Liaw, Junshui Ma, Eric M. Gifford:
Extreme Gradient Boosting as a Method for Quantitative Structure-Activity Relationships. J. Chem. Inf. Model. 56(12): 2353-2360 (2016) - 2015
- [j8]Junshui Ma, Robert P. Sheridan, Andy Liaw, George E. Dahl, Vladimir Svetnik:
Deep Neural Nets as a Method for Quantitative Structure-Activity Relationships. J. Chem. Inf. Model. 55(2): 263-274 (2015) - 2012
- [c7]Fei Su, Huangling Zhou, Zhiyin Feng, Junshui Ma:
A biometric-based covert warning system using EEG. ICB 2012: 342-347 - 2010
- [c6]Fei Su, Liwen Xia, Anni Cai, Junshui Ma:
A dual-biometric-modality identification system based on fingerprint and EEG. BTAS 2010: 1-6 - [c5]Fei Su, Liwen Xia, Anni Cai, Yibing Wu, Junshui Ma:
EEG-based Personal Identification: from Proof-of-Concept to A Practical System. ICPR 2010: 3728-3731 - [c4]Fei Su, Liwen Xia, Anni Cai, Junshui Ma:
Evaluation of recording factors in EEG-based personal identification: A vital step in real implementations. SMC 2010: 3861-3866
2000 – 2009
- 2009
- [j7]Junshui Ma, Christopher Tong, Andy Liaw, Robert P. Sheridan, John Szumiloski, Vladimir Svetnik:
Generating hypotheses about molecular structure-activity relationships (SARs) by solving an optimization problem. Stat. Anal. Data Min. 2(3): 161-174 (2009) - 2004
- [j6]Junshui Ma, Ashok K. Krishnamurthy, Stanley C. Ahalt:
SVM training with duplicated samples and its application in SVM-based ensemble methods. Neurocomputing 61: 455-459 (2004) - [j5]Junshui Ma, James Theiler, Simon Perkins:
Two realizations of a general feature extraction framework. Pattern Recognit. 37(5): 875-887 (2004) - [c3]Mikhail Teverovskiy, Vinay Kumar, Junshui Ma, Angeliki Kotsianti, David Verbel, Ho-Yuen Pang, Yevgen Vengrenyuk, Stephen Fogarasi, Olivier Saidi, Ali Tabesh:
Improved Prediction of Prostate Cancer Recurrence Based on an Automated Tissue Image Analysis System. ISBI 2004: 257-260 - 2003
- [j4]Junshui Ma:
Function replacement vs. kernel trick. Neurocomputing 50: 479-483 (2003) - [j3]Junshui Ma, Xun Du, Stanley C. Ahalt:
2D HRR Radar Data Modeling and Processing. Multidimens. Syst. Signal Process. 14(1-3): 25-48 (2003) - [j2]Junshui Ma, James Theiler, Simon Perkins:
Accurate On-line Support Vector Regression. Neural Comput. 15(11): 2683-2703 (2003) - [j1]Junshui Ma, José-Luis Sancho-Gómez, Stanley C. Ahalt:
Nonlinear multiclass discriminant analysis. IEEE Signal Process. Lett. 10(7): 196-199 (2003) - [c2]Junshui Ma, Simon Perkins:
Online novelty detection on temporal sequences. KDD 2003: 613-618 - 2002
- [c1]Junshui Ma, Simon Perkins, James Theiler, Stanley C. Ahalt:
Modified Kernel-based Nonlinear Feature Extraction. ICMLA 2002: 127-132
Coauthor Index
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