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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
ensemble model
biblio
Asynchronous Parallel Surrogate Optimization Algorithm Based on Ensemble Surrogating Model and Stochastic Response Surface Method
Submitted by grigby1 on Fri, 11/20/2020 - 12:53pm
parallel optimization algorithm
asynchronous parameter optimization
black-box function optimization
ensemble surrogating model
model integration mode
parallel computing
parallel computing framework
parallel computing resources
parallel computing technology
asynchronous parallel surrogate optimization algorithm
parallel parameter space sampling mechanism
parallel sampling mechanism
Quantitative Trading
response surface methodology
stochastic response surface method
surrogate model-based optimization algorithm
Stochastic Computing Security
Adaptation models
uncertainty handling
parallel algorithms
approximation theory
inference mechanisms
ensemble model
optimisation
Load modeling
Stochastic processes
Computational modeling
Scalability
optimization
Resiliency
resilience
pubcrawl
Predictive models
biblio
An Xception Convolutional Neural Network for Malware Classification with Transfer Learning
Submitted by grigby1 on Thu, 10/29/2020 - 10:10am
Microsoft malware dataset
Xception model
Xception convolutional neural network
Xception
VGG16 model
transfer learning
Training
testing
Support vector machines
special CNN architecture
Resiliency
resilience
pubcrawl
privacy
Predictive models
pattern classification
CNN models
Metrics
malware image classification
malware classification problem
malware classification
malware
learning (artificial intelligence)
invasive software
image-based malware classification
image classification
Human behavior
Gray-scale
feature extraction
ensemble model
convolutional neural network (CNN)
convolutional neural nets
biblio
An ensemble model with hierarchical decomposition and aggregation for highly scalable and robust classification
Submitted by grigby1 on Thu, 12/28/2017 - 12:17pm
highly scalable classification
Xgboost
Training
sub-model training
sub-model integration
regression analysis
pubcrawl
Predictive models
pattern classification
model decomposition
Metrics
machine learning
Logistics
logistic regression
learning (artificial intelligence)
binary classification problem
Hearthstone
game state information
flexible robust scheme
feature extraction
extreme gradient boosted decision trees
ensemble model
deep learning
decomposition
Decision trees
Data models
computer games
computer game
Computational modeling
Compositionality
