Junshui Ma

发表

2D HRR Radar Data Modeling and Processing

Stanley C. Ahalt, Junshui Ma, Xun Du, 2003, Multidimens. Syst. Signal Process..

A biometric-based covert warning system using EEG

Fei Su, Junshui Ma, Huangling Zhou, 2012, 2012 5th IAPR International Conference on Biometrics (ICB).

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

Junshui Ma, Vinay Kumar, Mikhail Teverovskiy, 2004 .

Genetic Algorithms and Support Vector Machines for Time Series Classification

Simon J. Perkins, Junshui Ma, James P. Theiler, 2002, Optics + Photonics.

Accurate On-line Support Vector Regression

James Theiler, Junshui Ma, Simon Perkins, 2003, Neural Computation.

A Deep Dive into Machine Learning Models for Protein Engineering.

Nicholas Marshall, Junshui Ma, Vladimir Svetnik, 2020, Journal of chemical information and modeling.

Feature study for high-range-resolution based automatic target recognition : analysis and extraction /

Junshui Ma, 2001 .

Derivation of physics-based HRR moving target models

Junshui Ma, Stanley C. Ahalt, 2000, SPIE Defense + Commercial Sensing.

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

Stanley C. Ahalt, Junshui Ma, Ashok K. Krishnamurthy, 2004, Neurocomputing.

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

Robert P. Sheridan, Andy Liaw, Junshui Ma, 2009, Stat. Anal. Data Min..

Demystifying Multitask Deep Neural Networks for Quantitative Structure-Activity Relationships

Andy Liaw, Junshui Ma, Vladimir Svetnik, 2017, J. Chem. Inf. Model..

Statistical methods to estimate treatment effects from multichannel electroencephalography (EEG) data in clinical trials

Junshui Ma, Vladimir Svetnik, Shubing Wang, 2010, Journal of Neuroscience Methods.

Eigen indexing in satellite recognition

Stanley C. Ahalt, Junshui Ma, Xun Du, 1999, Defense, Security, and Sensing.

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

Fei Su, Anni Cai, Junshui Ma, 2010, 2010 IEEE International Conference on Systems, Man and Cybernetics.

Online novelty detection on temporal sequences

Junshui Ma, Simon Perkins, S. Perkins, 2003, KDD '03.

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

Andy Liaw, Junshui Ma, Wei Min Wang, 2016, J. Chem. Inf. Model..

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

Fei Su, Anni Cai, Junshui Ma, 2010, 2010 Fourth IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS).

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

Fei Su, Anni Cai, Junshui Ma, 2010, 2010 20th International Conference on Pattern Recognition.

Two realizations of a general feature extraction framework

James Theiler, Junshui Ma, Simon Perkins, 2004, Pattern Recognit..

High-throughput ocular artifact reduction in multichannel electroencephalography (EEG) using component subspace projection

Junshui Ma, Vladimir Svetnik, Peining Tao, 2011, Journal of Neuroscience Methods.

Function replacement vs. kernel trick

Junshui Ma, 2003, Neurocomputing.

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

Robert P. Sheridan, Andy Liaw, Junshui Ma, 2015, J. Chem. Inf. Model..

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

Junshui Ma, Bo Zhou, Shubing Wang, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Parameter estimation algorithms based on a physics-based HRR moving target model

Junshui Ma, Stanley C. Ahalt, 2000, SPIE Defense + Commercial Sensing.

Complex HRR range signatures

Stanley C. Ahalt, Junshui Ma, 2000, Defense, Security, and Sensing.

Kernel-based feature extraction and its application on HRR signatures

Junshui Ma, Yi Zhao, Honglin Li, 2002, SPIE Defense + Commercial Sensing.

Using support vector machines as HRR signature classifiers

Junshui Ma, Honglin Li, Stanley C. Ahalt, 2001, SPIE Defense + Commercial Sensing.

HRR TOS/TOM Features and Classifiers Using Boundary Methods

Junshui Ma, Stanley C. Ahalt, Batu Ulug, 2000 .

Muscle artifacts in multichannel EEG: Characteristics and reduction

Junshui Ma, Vladimir Svetnik, Sevinç Bayram, 2012, Clinical Neurophysiology.

Alterations in cyclic alternating pattern associated with phase advanced sleep are differentially modulated by gaboxadol and zolpidem.

Junshui Ma, Vladimir Svetnik, Ellen Snyder, 2010, Sleep.

Evaluation of automated and semi-automated scoring of polysomnographic recordings from a clinical trial using zolpidem in the treatment of insomnia.

Junshui Ma, Vladimir Svetnik, S. Doran, 2007, Sleep.

EEG power spectra response to a 4-h phase advance and gaboxadol treatment in 822 men and women.

Junshui Ma, Vladimir Svetnik, Derk-Jan Dijk, 2011, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

Analysis of complex HRR range signatures

Stanley C. Ahalt, Junshui Ma, 2000 .

Nonlinear multiclass discriminant analysis

Stanley C. Ahalt, Junshui Ma, José-Luis Sancho-Gómez, 2003, IEEE Signal Processing Letters.

EEG spectral analysis of NREM sleep in a large sample of patients with insomnia and good sleepers: effects of age, sex and part of the night

Junshui Ma, Vladimir Svetnik, C. Lines, 2017, Journal of sleep research.