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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
classification
biblio
Preserving Privacy in Convolutional Neural Network: An ∊-tuple Differential Privacy Approach
Submitted by
aekwall
on Mon, 06/22/2020 - 11:20am
Cloud Computing
Scalability
data privacy
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
classification
privacy
CNN
convolutional neural nets
convolutional neural network
image recognition
transfer learning
Deep Neural Network
differential privacy
CNN model
medical data
complex data features
deep neural networks
financial data
model buildup data
model inversion attack
privacy concern
privacy preserving model
reusable output model
salient data features
significant accuracy degradation
Training data
ϵ-tuple differential privacy approach
biblio
Associative Data Model in Search for Nearest Neighbors and Similar Patterns
Submitted by
grigby1
on Fri, 05/22/2020 - 2:30pm
learning (artificial intelligence)
search problems
Training
pubcrawl
Data models
data structures
Classification algorithms
neural nets
Metrics
Measurement
nearest neighbour methods
Acceleration
graph theory
classification
biology
KNN
associative data model
associative data structures
associative neural network graphs
associative structures
computational intelligence
Knowledge representation
nearest neighbor search
Sebestyen measure
self-organize data
similarity
biblio
Accelerated Approximate Nearest Neighbors Search Through Hierarchical Product Quantization
Submitted by
grigby1
on Fri, 05/22/2020 - 2:27pm
learning (artificial intelligence)
machine learning
pubcrawl
field programmable gate arrays
Artificial Intelligence
pattern classification
neural nets
Metrics
Measurement
nearest neighbour methods
search problems
regression analysis
classification
query processing
information retrieval
accelerated Approximate Nearest Neighbors search
ANN search
approximate search
Cartesian product
FPGA-tailored architecture
hardware acceleration
hierarchical PQ
Hierarchical product Quantization
High-Dimensional Indexing
HPQ
mathematics computing
multiple low-dimensional codebooks
nearest neighbor search
Online Indexing
product quantization
query answering
Regression
Search Space
similarity search
vector quantization
biblio
A Multivariate Time Series Classification based Multiple Fault Diagnosis Method for Hydraulic Systems
Submitted by
aekwall
on Mon, 05/18/2020 - 10:49am
Support vector machines
Resiliency
pubcrawl
classification
Metrics
neural nets
cyber physical systems
signal detection
Human Factors
time series
fault diagnosis
mechanical engineering computing
multiple fault diagnosis
1-NN method
hydraulic systems
multi-class OVO-SVM
multiple fault diagnosis method
multiple faults conditions
multiple-faults classification
multivariable timing characteristics
multivariate time series analysis
multivariate time series classification
nonlinear complex systems
signal classification
Transforms
biblio
Deep Embedding Logistic Regression
Submitted by
aekwall
on Mon, 05/11/2020 - 11:28am
Kernel
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
composability
classification
Metrics
neural nets
Neural networks
pattern classification
Logistics
Mathematical model
regression analysis
Predictive models
Numerical models
deep neural networks
accountability
network accountability
actionability
classification accuracy
deep embedding logistic regression
DELR
DNNs
interpretability
LR
narrow neural network
nonlinear dimension-wise feature embedding
biblio
Anomaly Detection using Graph Neural Networks
Submitted by
grigby1
on Fri, 05/08/2020 - 2:43pm
learning (artificial intelligence)
security of data
security
Anomaly Detection
Neural networks
Peer-to-peer computing
pubcrawl
policy-based governance
collaboration
deep learning
pattern classification
neural nets
Metrics
deep neural networks
graph theory
social networking (online)
Twitter
classification
clustering
Clustering algorithms
email network
Enron dataset
Graph Neural Network
graph neural networks
graph structure
pattern clustering
social connection graphs
social network
social network statistical measures
statistical analysis
Twitter dataset
Twitter network
Neural Network Security
biblio
Anomaly Detection in Surveillance Videos
Submitted by
aekwall
on Mon, 04/13/2020 - 10:28am
security of data
feature extraction
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
Metrics
LSTM networks
Training
convolutional neural nets
Anomaly Detection
convolutional neural networks
image classification
video signal processing
recurrent neural nets
classification
surveillance
video surveillance
Videos
anomalous behavior
anomaly classification
CNN-LSTM model
explosion
Explosions
Frames
learning patterns
long short-term memory networks
public safety
road accidents
spatial feature extraction
spatial feature learning
surveillance videos
temporal feature learning
UCF Crime dataset
biblio
Abstract Model of Eavesdropper and Overview on Attacks in Quantum Cryptography Systems
Submitted by
aekwall
on Mon, 03/30/2020 - 11:41am
security of data
Computer crime
Scalability
data privacy
telecommunication security
Protocols
Resiliency
pubcrawl
composability
classification
Handheld computers
Reliability
quantum cryptography
quantum computing
Predictive Metrics
information technologies
Quantum Key Distribution
quantum protocols
abstract eavesdropper model
coherent attack
commercially available quantum key distribution system
cryptographic methods
document circulation
extended classification
human life
important directions
information confidentiality
information transactions
loophole of the device
mini-computer
non-coherent attack
open communication networks
promptly developed areas
quantum cryptography methods
quantum cryptography systems
quantum cryptosystems
quantum hacking
quantum key distribution equipment
reliable information security technology
reliable security
specific quantum systems
traditional cryptography methods
quantum computing security
biblio
Spam Mail Detection and Prevention at Server Side
Submitted by
grigby1
on Mon, 02/10/2020 - 11:19am
classification
collaborative filtering
Human behavior
Human Factors
Metrics
pubcrawl
Scalability
Semantics
spam
spam detection
biblio
A Classification Method of Ancient Ceramics Based on Support Vector Machine in Ceramic Cloud Service Platform
Submitted by
aekwall
on Mon, 01/27/2020 - 10:19am
Cloud Computing
support vector machine
Support vector machines
Resiliency
pubcrawl
composability
classification
cloud service
computerised instrumentation
Predictive Metrics
ancient ceramic classification method
ancient ceramic composition analysis
ancient ceramics
ancient porcelain data processing
ceramic cloud service platform
ceramics
chemical sensors
glaze samples
SVM algorithm
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