David J. Miller - Publications, H-index & Citations

David J. Miller

pennsylvania commonwealth system of higher education (pcshe)

36H指数

299论文数

4.8K被引数

收录论文 36

发表时间

BIC-Based Mixture Model Defense Against Data Poisoning Attacks on Classifiers: A Comprehensive Study

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-08-01

PREAI

Li, Xi; Miller, David J.; Xiang, Zhen; Kesidis, George

Optimization of ReaxFF Reactive Force Field Parameters for Cu/Si/O Systems via Neural Network Inversion with Application to Copper Oxide Interaction with Silicon

JOURNAL OF PHYSICAL CHEMISTRY C

IF3.2

2023-10-10

PREAI

Roshan, Kamyar Akbari; Talkhoncheh, Mahdi Khajeh; Sengul, Mert Yigit; Miller, David Jonathan; van Duin, Adri C. T.

Anomaly detection of adversarial examples using class-conditional generative adversarial networks

COMPUTERS & SECURITY

IF5.4

2023-01-01

OAAI

Wang, Hang; Miller, David J.; Kesidis, George

Detection of Backdoors in Trained Classifiers Without Access to the Training Set

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-03-01

OAAI

Xiang, Zhen; Miller, David J.; Kesidis, George

Deep Learning in Biological Image and Signal Processing

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2022-03-01

OAAI

Meijering, Erik; Calhoun, Vince D.; Menegaz, Gloria; Miller, David J.; Ye, Jong Chul

Reverse engineering imperceptible backdoor attacks on deep neural networks for detection and training set cleansing

COMPUTERS & SECURITY

IF5.4

2021-07-01

OAAI

Xiang, Zhen; Miller, J. David; Kesidis, George

HMM conditional-likelihood based change detection with strict delay tolerance

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2021-01-01

OAAI

Miller, David J.; Ghalyan, Najah F.; Mondal, Sudeepta; Ray, Asok

Adversarial Learning Targeting Deep Neural Network Classification: A Comprehensive Review of Defenses Against Attacks

PROCEEDINGS OF THE IEEE

IF25.9

2020-03-01

128

OAAI

Miller, David J.; Xiang, Zhen; Kesidis, George

Asymmetric independence modeling identifies novel gene-environment interactions

SCIENTIFIC REPORTS

IF3.9

2019-02-21

OAAI

Yu, Guoqiang; Miller, David J.; Wu, Chiung-Ting; Hoffman, Eric P.; Liu, Chunyu; Herrington, David M.; Wang, Yue

Detection of Sources in Non-Negative Blind Source Separation by Minimum Description Length Criterion

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-09-01

OAAI

Lin, Chia-Hsiang; Chi, Chong-Yung; Chen, Lulu; Miller, David J.; Wang, Yue

A Maximum Entropy Framework for Semisupervised and Active Learning With Unknown and Label-Scarce Classes

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2017-04-01

PREAI

Qiu, Zhicong; Miller, David J.; Kesidis, George

Convex Analysis of Mixtures for Separating Non-negative Well-grounded Sources

SCIENTIFIC REPORTS

IF3.9

2016-12-06

OAAI

Zhu, Yitan; Wang, Niya; Miller, David J.; Wang, Yue

ATD: Anomalous Topic Discovery in High Dimensional Discrete Data

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2016-09-01

OAAI

Soleimani, Hossein; Miller, David J.

RESISTANCE SCALING FACTOR OF THE PILLOW AND FRACTALINA FRACTALS

FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY

IF2.9

2015-05-28

OAAI

Ignatowich, Michael J.; Kelleher, Daniel J.; Maloney, Catherine E.; Miller, David J.; Serhiyenko, Khrystyna

Multicategory Crowdsourcing Accounting for Variable Task Difficulty, Worker Skill, and Worker Intention

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2015-03-01

PREAI

Kurve, Aditya; Miller, David J.; Kesidis, George

Optimizing cluster formation in super-peer networks via local incentive design

PEER-TO-PEER NETWORKING AND APPLICATIONS

IF2.6

2013-04-19

PREAI

Kurve, Aditya; Griffin, Christopher; Miller, David J.; Kesidis, George

SPECTRUM AND HEAT KERNEL ASYMPTOTICS ON GENERAL LAAKSO SPACES 一般LAAKSO空间上的谱和热核渐近性

FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY

IF2.9

2012-07-05

OAAI

Begue, Matthew; Devalve, Levi; Miller, David; Steinhurst, Benjamin

Trends in Machine Learning for Signal Processing

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2011-11-01

PREAI

Adali, Tuelay; Miller, David J.; Diamantaras, Konstantinos I.; Larsen, Jan

Comparative analysis of methods for detecting interacting loci

BMC GENOMICS

IF3.7

2011-07-05

OAAI

Chen, Li; Yu, Guoqiang; Langefeld, Carl D.; Miller, David J.; Guy, Richard T.; Raghuram, Jayaram; Yuan, Xiguo; Herrington, David M.; Wang, Yue

Enhancing alfalfa conversion efficiencies for sugar recovery and ethanol production by altering lignin composition 通过改变木质素组成来提高苜蓿的糖回收和乙醇生产的转化效率

BIORESOURCE TECHNOLOGY

IF9

2011-06-01

PREAI

Dien, Bruce S.; Miller, David J.; Hector, Ronald E.; Dixon, Richard A.; Chen, Fang; McCaslin, Mark; Reisen, Peter; Sarath, Gautam; Cotta, Michael A.

研究方向