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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
neural nets
biblio
Time Series Forecasting by Evolving Deep Belief Network with Negative Correlation Search
Submitted by grigby1 on Wed, 03/06/2019 - 3:30pm
resilience
neural nets
neural network models
Neural networks
optimisation
optimization
policy-based governance
pubcrawl
random search
Negative correlation search
Resiliency
Scalability
search problems
time series
Time series analysis
time series datasets
time series forecasting
Training
forecasting theory
Bayesian optimization
belief networks
collaboration
composability
DBN
Deep Belief Network
derivative-free optimizer-negative correlation search
forecasting
Bayes methods
grid search
Human behavior
hyperparameters optimization
learning (artificial intelligence)
learning rates
Load modeling
Mathematical model
Metrics
biblio
An Energy-Efficient Stochastic Computational Deep Belief Network
Submitted by grigby1 on Wed, 03/06/2019 - 3:29pm
random number generation
high energy consumption
Human behavior
learning (artificial intelligence)
Metrics
neural nets
Neurons
nonlinearly separable patterns
pattern classification
policy-based governance
pubcrawl
Hardware
random number generators
rectifier linear unit
resilience
Resiliency
RNGs
SC-DBN design
Scalability
Stochastic computing
Stochastic processes
DNNs
belief networks
Biological neural networks
Cognitive Computing
collaboration
composability
computation speed
Correlation
Deep Belief Network
deep neural networks
approximate SC activation unit
effective machine learning models
Electronic mail
energy consumption
energy-efficient deep belief network
energy-efficient stochastic computational deep belief network
fixed point arithmetic
fixed-point implementation
floating point arithmetic
floating-point design
biblio
Autoencoder Classification Algorithm Based on Swam Intelligence Optimization
Submitted by aekwall on Thu, 02/21/2019 - 12:02pm
Neural networks
Swarm Intelligence
Swam Intelligence Optimization
softmax
Quantum Particle Swarm Optimization(QPSO)
Quantum Particle Swarm Optimization
QPSO
pubcrawl
pattern classification
particle swarm optimization
particle swarm optimisation
Neurons
autoencoder classification algorithm
neural nets
Iris
Glass
Decoding
composability
Classification algorithms
classification
BP algorithm
Backpropagation
Autoencoder Neural Network
biblio
Detection of Distributed Denial of Service (DDoS) Attacks Using Artificial Intelligence on Cloud
Submitted by grigby1 on Fri, 02/08/2019 - 3:14pm
Detectors
Spark
signature-based approach
signature
Resiliency
pubcrawl
neural nets
Neural
Metrics
Intrusion Detection
Human behavior
feature extraction
distributed denial of service attacks
digital signatures
Amazon public cloud
DDoS attack detection
DDoS
computer network security
Computer hacking
Computer crime
composability
Cloud Computing
cloud
Artificial Neural Networks
artificial intelligence security
Artificial Intelligence
anomaly-based distributed artificial neural networks
Anomaly
biblio
Fooling End-To-End Speaker Verification With Adversarial Examples
Submitted by aekwall on Wed, 01/16/2019 - 1:10pm
adversarial examples
White Box Security
YOHO
original speaker examples
NTIMIT
MFCC
Mel frequency cepstral coefficient
fooling end-to-end speaker verification
end-to-end deep neural models
deep end-to-end network
black-box attacks
automatic speaker verification systems
Automatic speaker verification
security of data
Perturbation methods
Neural networks
neural nets
Task Analysis
Training
speaker recognition
composability
Metrics
pubcrawl
resilience
standards
biblio
A Machine Learning Approach to Malicious JavaScript Detection using Fixed Length Vector Representation
Submitted by grigby1 on Mon, 12/10/2018 - 10:38am
pubcrawl
malicious JavaScript detection
malicious JS code detection
malicious JS codes
Metrics
neural nets
neural network model
Neural networks
pattern classification
plugin software
Predictive models
machine learning
resilience
Resiliency
Support vector machines
Vectors
web applications
Web site
Web sites
Zero day attacks
Zero-day attacks
drive-by-download attacks
Browsers
classifier model
composability
Context modeling
cyberattacks
Cybersecurity
D3M Dataset
defense
Doc2Vec
Doc2Vec features
authoring languages
Drive-by-Download Data
feature extraction
feature learning
features extraction
fixed length vector representation
invasive software
Java
JavaScript
learning (artificial intelligence)
biblio
Coherent Online Video Style Transfer
Submitted by grigby1 on Mon, 11/19/2018 - 11:30am
Optical imaging
visually comparable coherence
video signal processing
video sequences
video processing
Training
temporally coherent stylized video sequences
short-term coherence
Scalability
Resiliency
resilience
Recurrent neural networks
pubcrawl
per-frame baseline
optimization-based video style transfer
optimisation
Coherence
Optical filters
neural style transfer
neural nets
naive extension
Metrics
Integrated optics
image stylization networks
image sequences
image fast neural style transfer
flickering results
feed-forward network
end-to-end network
efficient network
coherent online video style transfer
biblio
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer
Submitted by grigby1 on Mon, 11/19/2018 - 11:29am
Metrics
Training
texture cues
stylization networks
Scalability
Resiliency
resilience
pubcrawl
optimization
neural style transfer
neural nets
multimodal transfer
multimodal convolutional neural network
artistic style transfer
luminance channels
image texture
Image resolution
image representation
image colour analysis
Image color analysis
high-resolution images
hierarchical deep convolutional neural network
convolution
computer architecture
color representations
Biological neural networks
biblio
Real-Time Neural Style Transfer for Videos
Submitted by grigby1 on Mon, 11/19/2018 - 11:29am
temporal loss
real-time neural style transfer
real-time systems
resilience
Resiliency
Scalability
style information
stylized video frames
temporal consistency
temporal information
pubcrawl
temporally consistent stylized videos
trained network
Training
training stage
two-frame synergic training mechanism
video signal processing
video style transfer method
Videos
image texture
fast style transfer
feed-forward convolutional neural networks
feed-forward network
feedforward neural nets
hybrid loss
image colour analysis
image sequences
image style
content information
input frames
learning (artificial intelligence)
Metrics
neural nets
neural style transfer
Optical imaging
optical losses
optimization
biblio
Object-Specific Style Transfer Based on Feature Map Selection Using CNNs
Submitted by grigby1 on Mon, 11/19/2018 - 11:29am
Metrics
visualization
style transfer
Scalability
Resiliency
resilience
pubcrawl
Pattern recognition
object-specific style transfer
neural style transfer
Neural networks
neural nets
CNN
machine learning
image style
Image Processing
image content
Feature Selection
feature map selection
Dogs
convolutional neural networks
Conferences
computer vision
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