Junshui Ma - researchr alias

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Viewing Publication 1 - 22 from 22

2025

PharmaData-Agent: A Specialized Agent for Pharmaceutical Data AnalysisZihan Guan 0001, Hanyin Wang, Zhongliang Zhou, Qiaohui Zhou, Peining Tao, Junshui Ma. icdm 2025: 2618-2621 [doi]

ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language ModelsQiaohui Zhou, Zhongliang Zhou, Michael Johnson, Michelle Ngo, Federico Ferrari, Junshui Ma. AAAI 2025: 29736-29738 [doi]

2020

2017

Demystifying Multitask Deep Neural Networks for Quantitative Structure-Activity RelationshipsYuting Xu, Junshui Ma, Andy Liaw, Robert P. Sheridan, Vladimir Svetnik. jcisd, 57(10):2490-2504, October 2017. [doi]

2016

Extreme Gradient Boosting as a Method for Quantitative Structure-Activity RelationshipsRobert P. Sheridan, Wei-min Wang, Andy Liaw, Junshui Ma, Eric M. Gifford. jcisd, 56(12):2353-2360, 2016. [doi]

2015

Deep Neural Nets as a Method for Quantitative Structure-Activity RelationshipsJunshui Ma, Robert P. Sheridan, Andy Liaw, George E. Dahl, Vladimir Svetnik. jcisd, 55(2):263-274, 2015. [doi]

2012

A biometric-based covert warning system using EEGFei Su, Huangling Zhou, Zhiyin Feng, Junshui Ma. icb 2012: 342-347 [doi]

2010

2009

Generating hypotheses about molecular structure-activity relationships (SARs) by solving an optimization problemJunshui Ma, Christopher Tong, Andy Liaw, Robert P. Sheridan, John Szumiloski, Vladimir Svetnik. sadm, 2(3):161-174, 2009. [doi]

2004

2003

Accurate On-line Support Vector RegressionJunshui Ma, James Theiler, Simon Perkins. neco, 15(11):2683-2703, 2003. [doi]

Function replacement vs. kernel trickJunshui Ma. ijon, 50:479-483, 2003. [doi]

Nonlinear multiclass discriminant analysisJunshui Ma, José-Luis Sancho-Gómez, Stanley C. Ahalt. spl, 10(7):196-199, 2003. [doi]

Online novelty detection on temporal sequencesJunshui Ma, Simon Perkins. kdd 2003: 613-618 [doi]

Time-series novelty detection using one-class support vector machinesJunshui Ma, Simon Perkins. ijcnn 2003: 1741-1745 [doi]

2D HRR Radar Data Modeling and ProcessingJunshui Ma, Xun Du, Stanley C. Ahalt. mssp, 14(1-3):25-48, 2003. [doi]

2002

Modified Kernel-based Nonlinear Feature ExtractionJunshui Ma, Simon Perkins, James Theiler, Stanley C. Ahalt. icmla 2002: 127-132

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