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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Unsupervised Learning
biblio
ATVSA: Vehicle Driver Profiling for Situational Awareness
Submitted by aekwall on Fri, 01/20/2023 - 3:12pm
pubcrawl
vehicle
Unsupervised Learning
Training
situational awareness
Semisupervised learning
security situational awareness
security
Resiliency
Anti-theft
Predictive Metrics
Prediction algorithms
feature extraction
driver profiling
composability
Clustering algorithms
Classification algorithms
biblio
PGAN:A Generative Adversarial Network based Anomaly Detection Method for Network Intrusion Detection System
Submitted by grigby1 on Tue, 09/20/2022 - 12:28pm
real-time systems
Traffic identification
supervised learning
Human Factors
expert systems
Unsupervised Learning
generative adversarial network
generative adversarial networks
network security
Training
intrusion detection system
telecommunication traffic
privacy
Scalability
Human behavior
pubcrawl
Anomaly Detection
biblio
Unsupervised Anomaly Detection in Data Quality Control
Submitted by grigby1 on Fri, 06/10/2022 - 12:49pm
Organizations
Unsupervised Learning
Anomaly Detection
pubcrawl
Scalability
Data models
process control
Big Data
Decision Making
data integrity
human in the loop
automated data quality control
data quality assessment
data quality control
Quality Control
biblio
Insider Threat Detection Using An Unsupervised Learning Method: COPOD
Submitted by grigby1 on Tue, 06/07/2022 - 10:07am
Human behavior
tree structure analysis
insider threat
Vegetation
Metrics
composability
Companies
Communication networks
policy-based governance
feature extraction
pubcrawl
Intrusion Detection
Insider Threat Detection
Anomaly Detection
Unsupervised Learning
Forestry
security
biblio
Application of Deep Learning for Crowd Anomaly Detection from Surveillance Videos
Submitted by grigby1 on Mon, 04/25/2022 - 2:54pm
deep learning
security
Anomaly Detection
pubcrawl
resilience
Resiliency
Scalability
Metrics
Error analysis
surveillance
one-class classification
Unsupervised Learning
video surveillance
deep video
visual analytics
biblio
A Malware Detection Approach Using Malware Images and Autoencoders
Submitted by aekwall on Tue, 09/21/2021 - 10:08am
Task Analysis
pubcrawl
Resiliency
Human behavior
privacy
Training data
malware
malware detection
Sensor Systems
Malware Analysis
autoencoders
Labeling
malware images
supervised learning
Unsupervised Learning
Predictive Metrics
biblio
Analysing the Role of Supervised and Unsupervised Machine Learning in IoT
Submitted by aekwall on Tue, 09/21/2021 - 9:45am
security
Support vector machines
Clustering algorithms
Internet of Things (IoT)
machine learning
Classification algorithms
malware
supervised learning
Unsupervised Learning
ML techniques
Supervised Learning and Unsupervised Learning
biblio
An Attack-Resilient Architecture for the Internet of Things
Submitted by grigby1 on Thu, 09/16/2021 - 12:10pm
Access Control
Analytical models
Anomaly Detection
Data models
Internet of Things
Intrusion Detection
machine learning
network security
pubcrawl
resilience
Resiliency
Resilient Security Architectures
Unsupervised Learning
biblio
Practical and White-Box Anomaly Detection through Unsupervised and Active Learning
Submitted by grigby1 on Thu, 03/04/2021 - 1:35pm
pubcrawl
white-box anomaly detection
user experience
Unsupervised Learning
Unsupervised Anomaly Detection
Time series analysis
time series
supervised learning
security of data
RRCF algorithm
RRCF
robust random cut forest
Resiliency
resilience
random forests
White Box Security
Neural networks
Monitoring
Metrics
Labeling
KPI anomaly detection framework
key performance indicators
iRRCF
Forestry
composability
Anomaly Detection
active learning
security
white box
biblio
Unsupervised Discovery Of Semantically Aware Communities With Tensor Kruskal Decomposition: A Case Study In Twitter
Submitted by aekwall on Mon, 02/15/2021 - 3:47pm
recursive community structure
functional Twitter elements
hashtag semantics
heavy degree distribution tail
high clustering coefficient values
higher order analytics
higher order counterpart
Julia
Kruskal decomposition
low diameter
news aggregators
Political Campaigns
politics
rank one tensors
functional coherency
semantic weight
semantically aware communities
Structural coherency
structural Twitter elements
substantial empirical evidence
synthetic graph generation models
tensor algebra
tensor kruskal decomposition
tensor representation
Tucker tensor decomposition
Twitter subgraph
unofficial form
unsupervised discovery
tensors
graph theory
social networking (online)
Twitter
Metrics
social network
network theory (graphs)
cyber physical systems
Unsupervised Learning
Semantics
Compositionality
Periodic structures
singular value decomposition
SVD
pubcrawl
Tucker decomposition
decomposition
analytical methodologies
Blogs
clustered graph spectrum
Community discovery
community structure discovery
compact community size distribution
digital marketing
Facebook groups
fact checking
followfollower relationships
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