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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
active learning
file
A multi-scale data assimilation framework for layered sensing and hierarchical control of disease spread in field
Submitted by Soumik Sarkar on Fri, 01/10/2020 - 4:45pm. Contributors:
Soumik Sarkar
Arti Singh
Baskar Ganapathysubramanian
Asheesh Singh
Interpretable deep learning
active learning
information fusion
Posters
1646523
CPS PI Meeting 2019
2019
NSF
U.S. Government
Poster
file
Mindful Active Learning
Submitted by Anonymous on Thu, 01/09/2020 - 6:11pm. Contributors:
Hassan Ghasemzadeh
Zhila Esna Ashari
machine learning
human-in-the-loop learning
active learning
cognitive factors
Posters
1932346
CPS PI Meeting 2019
2019
NSF
U.S. Government
Poster
biblio
Formal Verification of Complex Systems: Model-Based and Data-Driven Methods
Submitted by grigby1 on Wed, 05/09/2018 - 2:47pm
pubcrawl
strategy synthesis
stochastic hybrid systems
similarity metrics
scalable verification
Scalability
Resiliency
resilience
Quantitative Verification
active learning
model checking
Metrics
formal abstractions
experiment design
Dynamical Systems
Control Theory
Compositionality
Bayesian inference
biblio
On the Detection of Adversarial Attacks Against Deep Neural Networks
Submitted by grigby1 on Tue, 05/01/2018 - 11:37am
active learning
Adversarial Machine Learning
composability
Deep Neural Network
machine learning security
Metrics
pubcrawl
resilience
Resiliency
support vector machine
Support vector machines
biblio
Active Learning with Visualization for Text Data
Submitted by grigby1 on Tue, 02/06/2018 - 1:34pm
active learning
composability
Human behavior
Human Factors
Metrics
pubcrawl
Scalability
text analytics
text classification
visualization
biblio
Prioritized active learning for malicious URL detection using weighted text-based features
Submitted by K_Hooper on Wed, 01/10/2018 - 11:14am
Scalability
Mutual information
natural language processing
pattern classification
Phishing
phishing categorization
PhishMonger's Targeted Brand dataset
prioritized active learning
pubcrawl
Resiliency
Man-machine systems
security analytics
supervised security analytics task
text analysis
text analytics
Training
Uniform resource locators
unlabelled data
weighted text-based features
data-driven analytics
batch learning framework
classification performance
collaboration
Computer crime
computer security
Cyber-security
cyber-security scenario
Data Analytics
data annotations
active learning
feature weight update technique
ground-truth labels
Human behavior
human-machine collaborative approach
learning (artificial intelligence)
machine learning
Malicious threat detection
malicious URL detection
biblio
Differentially Private Online Active Learning with Applications to Anomaly Detection
Submitted by grigby1 on Fri, 09/15/2017 - 10:45am
active learning
Anomaly Detection
composability
Compositionality
computational intelligence
Cryptography
differential privacy
online learning
pubcrawl
Security Heuristics
stochastic gradient descent
biblio
Compression-Based Selective Sampling for Learning to Rank
Submitted by grigby1 on Fri, 09/15/2017 - 10:42am
active learning
composability
Compression
compressive sampling
learning to rank
privacy
pubcrawl
Resiliency
selective sampling
biblio
Differentially Private Online Active Learning with Applications to Anomaly Detection
Submitted by grigby1 on Mon, 07/24/2017 - 1:52pm
active learning
Anomaly Detection
Control Theory
differential privacy
online learning
privacy
pubcrawl
Resiliency
stochastic gradient descent
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