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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Data models
biblio
An ensemble model with hierarchical decomposition and aggregation for highly scalable and robust classification
Submitted by grigby1 on Thu, 12/28/2017 - 1:17pm
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
biblio
Neural decomposition of time-series data
Submitted by grigby1 on Thu, 12/28/2017 - 1:16pm
Biological neural networks
Compositionality
Data models
decomposition
Discrete Fourier transforms
Metrics
Predictive models
pubcrawl
Training
biblio
Using synthetic data to train neural networks is model-based reasoning
Submitted by grigby1 on Wed, 12/20/2017 - 1:03pm
Captcha-breaking architecture
human beings
wikipedia
Training
task-specific posterior uncertainty
synthetic-data generative model
synthetic training data
proposal distribution generator learning
Neural networks
neural network training
neural network parameter optimization
neural network generalization
model-based reasoning
Facebook
Computational modeling
pubcrawl
Bayesian model-based reasoning
approximate inference
captchas
CAPTCHA
neural nets
Generators
social networking (online)
Web sites
Training data
learning (artificial intelligence)
Data models
composability
Human Factors
Human behavior
biblio
A Method for Hybrid Bayesian Network Structure Learning from Massive Data Using MapReduce
Submitted by K_Hooper on Wed, 12/20/2017 - 11:31am
MapReduce
uncertain knowledge representation
styling
Structure Learning
security
search problems
score-and-search-based algorithm
Resiliency
pubcrawl
parallel processing
network theory (graphs)
Mutual information
Massive Data
Markov processes
Algorithm design and analysis
learning (artificial intelligence)
Knowledge representation
Information Reuse
Hybrid Learning
hybrid Bayesian network structure learning
distributed hybrid structure learning algorithm
directed graphs
Data models
data mining model
Data mining
constraint-based algorithm
Bayes methods
Bayesian network
biblio
Integrating visual analysis of network security and management of detection system configurations
Submitted by grigby1 on Tue, 12/12/2017 - 1:31pm
collaboration
Communication networks
Configuration Management
Data models
Databases
Intrusion Detection
Intrusion Detection Systems
Monitoring
network security
policy evaluation
policy-based governance
pubcrawl
Security Policies Analysis
Security Visualization
visualization
biblio
Adding Support for Theory in Open Science Big Data
Submitted by grigby1 on Tue, 12/12/2017 - 1:27pm
Predictive Analytics
Frameworks
functional data analysis
Human behavior
Human Factors
Mathematical model
Metrics
natural sciences computing
open science big data
Economic indicators
Principal differential analysis
Provenance
pubcrawl
Resiliency
storage management
theory
theory formation
Analytical models
data transfer
data storage
data sources
data provenance
data privacy
Data models
data fitting
data curation
data analysis
Compositionality
composability
citable reusable data
Biological system modeling
Big Data Analytics
Big Data
biblio
An interoperable approach for Sensor Web provenance
Submitted by grigby1 on Tue, 12/12/2017 - 1:27pm
Sensor Web
provenance information
provenance model
pubcrawl
Resiliency
Semantic Web
Semantic Web technologies
sensor observation data
sensor observations
Provenance
Sensor Web domain vocabularies
Sensor Web provenance
usability
Vocabulary
W3C
W3C PROV
W3C PROV data model
complex information space
OWL
open systems
Ontologies
Metrics
linked data approach
Linked Data
interoperable approach
interoperability
internet
Human Factors
Human behavior
Data models
data analysis
Compositionality
composability
biblio
SuperMan: A Novel System for Storing and Retrieving Scientific-Simulation Provenance for Efficient Job Executions on Computing Clusters
Submitted by grigby1 on Tue, 12/12/2017 - 1:27pm
Metrics
SuperMan
storage management
SimUlation ProvEnance Recycling MANager
simulation
scientific-simulation provenance storage
scientific-simulation provenance retrieval
scientific information systems
scientific computing
Resiliency
Recycling
pubcrawl
Provenance
PROV
open systems
composability
job executions
interoperability
information retrieval
Human Factors
Human behavior
HPC
EDISON
digital simulation
Data models
Conferences
computing clusters
compute-intensive simulations
Computational modeling
Compositionality
biblio
A scientific data provenance harvester for distributed applications
Submitted by grigby1 on Tue, 12/12/2017 - 1:27pm
pubcrawl
Metrics
Performance
performance measurements
prestage provenance
process history
ProvEn
Provenance
Provenance Environment
provenance related information
provenance store
internet
relational databases
Resiliency
Science Integrated end-to-end Performance Prediction
scientific applications
scientific data provenance harvester
scientific information systems
Syntactics
tabular job management provenance
US Department of Energy Office of Science
electronic data interchange
Accelerated Climate Modeling
Accelerated Climate Modeling for Energy project
Atmospheric measurements
Atmospheric modeling
Biological and Environmental Research
cognitive science
composability
data analysis
Data models
Distributed Applications
Earth System Modeling program
Energy project
environmental factors
experimental rationale
Extreme Scientific Workflows project
file based evidence
HAPI
Harvester Provenance Application Interface syntax
harvesting
Human behavior
biblio
Lightweight Provenance Service for High-Performance Computing
Submitted by grigby1 on Tue, 12/12/2017 - 1:27pm
Instruments
usability
rich metadata
Resiliency
pubcrawl
Provenance
Metrics
Lightweight
Kernel
composability
Human Factors
Human behavior
History
high-performance computing
Data models
data management
Context modeling
Compositionality
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