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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Approximation algorithms
biblio
Deletion Propagation for Multiple Key Preserving Conjunctive Queries: Approximations and Complexity
Submitted by
grigby1
on Fri, 07/10/2020 - 11:41am
privacy
query processing
Scalability
computer science
computational complexity
Heuristic algorithms
pubcrawl
Databases
Complexity theory
approximation
Approximation algorithms
approximations
conjunctive queries
conjunctive query
data cleaning
data lineage
debugging
deletion propagation
dichotomy
dynamic programming
investigated problem
key preserving
multiple key preserving conjunctive queries
multiple project-free
multiple queries
nontrivial set
polynomials
problem funda-mental
quality management
query feedback
realistic case
repairing data
single query case
standard deletion propagation problem
tuples
view propagation
view side-effect
data deletion
biblio
Supervised Max Hashing for Similarity Image Retrieval
Submitted by
grigby1
on Fri, 06/12/2020 - 12:08pm
-Convolutional-Neural-Networks
-Learning-to-Hash
-Winner-Take-All-Hash-Family
Approximation algorithms
argmax function
Compositionality
convolutional neural nets
convolutional neural networks
deep neural network architecture
feature extraction
feature vector generation
file organisation
gradient descent methods
gradient methods
hand-crafted feature vectors
hash algorithm
hash algorithms
hash code
Hash Function
Hash functions
hashing
image retrieval
k-ary base
labeled image datasets
learning (artificial intelligence)
mathematically differentiable approximation
nearest neighbor search
pubcrawl
Quantization (signal)
resilience
Resiliency
rich feature vectors
Semantics
similarity image retrieval
storage efficiency
supervised hashing methods
supervised max hashing
Training
biblio
An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation
Submitted by
grigby1
on Fri, 05/22/2020 - 2:39pm
pubcrawl
Indexes
Data models
Computational modeling
Big Data
trees (mathematics)
Metrics
Measurement
nearest neighbour methods
data storage
query processing
mathematics computing
nearest neighbor search
high-dimensional data
Approximation algorithms
approximate nearest neighbor algorithms
candidate points
coded computing
coded matrix multiplication
computation efforts
computation strategy
distributed computing cluster
distributed processing
Euclidean distance calculations
fast k-nearest neighbors
faster query execution
high memory footprint
in-memory indexes
K-NN search
MatDot codes
matrix multiplication
model parallelism
model-parallel architecture
MRPT
multiple random projection trees
nearest neighbor estimation
parallel processing
query response time
query time
single compute node
single processing node
storage constraints
storage-optimal MatDot Codes
storage-optimal recovery threshold
straggler and failure tolerance
straggler-prone environment
Systematics
worker nodes
biblio
On Integrating Knowledge Graph Embedding into SPARQL Query Processing
Submitted by
grigby1
on Fri, 05/22/2020 - 2:38pm
search problems
pubcrawl
Mathematical model
standards
Metrics
optimisation
Measurement
nearest neighbour methods
graph theory
query processing
nearest neighbor search
Approximation algorithms
Covariance matrices
KGE
knowledge graph embedding
Nearest Neighbor Searching
NN search algorithm
query language
query languages
research problems
SPARQL query processing
Time factors
biblio
Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization
Submitted by
aekwall
on Mon, 03/30/2020 - 11:33am
Data models
Resiliency
Human behavior
pubcrawl
composability
graph theory
Metrics
query processing
Databases
context-free grammars
optimisation
computational complexity
meta data
metadata
Writing
Pipelines
Semantics
Provenance
data science
data handling
approximation theory
Approximation algorithms
boundary criteria
context free language
context-free grammar
data science lifecycle provenance
data science platforms
destination vertices
graph data models
graph query
graph query model
graph segmentation operator
graph summarization operator
high-level graph query operators
model management
provenance ingestion mechanisms
provenance management
PSPACE-complete
query techniques
Skeleton
source vertices
biblio
Maximizing Social Welfare in Fractional Hedonic Games using Shapley Value
Submitted by
aekwall
on Mon, 02/10/2020 - 12:08pm
Scalability
game theory
pubcrawl
graph theory
Social network services
multi-agent systems
5G mobile communication
Games
Stability analysis
Human Factors
Benchmark testing
social sciences
3G mobile communication
agent-based methods
Approximation algorithms
CFSV
coalition formation
coalition generation problem
decision rules
fractional hedonic games
optimal coalition structure
player payoffs
Shapley value
Shapley value-based welfare distribution scheme
Social Welfare
Social Agents
biblio
Graph-Based APT Detection
Submitted by
grigby1
on Mon, 06/10/2019 - 1:59pm
advanced persistent threats
antiviruses
Approximation algorithms
Batch production systems
Browsers
detection system
graph model
graph theory
graph-based APT detection
HTTP traffic
Human behavior
Image edge detection
invasive software
Malware Analysis
Metrics
Organizations
privacy
Protocols
pubcrawl
Resiliency
Servers
undocumented attacks
Web interface
biblio
Botnet Homology Method Based on Symbolic Approximation Algorithm of Communication Characteristic Curve
Submitted by
grigby1
on Fri, 04/05/2019 - 10:23am
Approximation algorithms
botnet
botnet client
botnet control server
botnet homology method
botnets
clustering
Clustering algorithms
command and control systems
command control channels
command interaction
communication characteristic curve
Compositionality
computational complexity
computer network security
dynamic network communication characteristic curves
dynamic time warping distance clustering
earliest botnet group
effective detection method
extracted curve
Heuristic algorithms
homogenous botnet
homologous botnets
homology
internet
invasive software
IP networks
IRC botnet
IRC protocol
Metrics
most significant botnet group
multiple zombies hosts
network servers
network traffic
packet capture traffic monitoring
pattern clustering
Protocols
pubcrawl
resilience
Resiliency
Servers
symbolic approximation algorithm
telecommunication traffic
time series
Time series analysis
time warp simulation
biblio
Graph Sketching against Adaptive Adversaries Applied to the Minimum Degree Algorithm
Submitted by
grigby1
on Mon, 01/21/2019 - 12:38pm
data structures
pubcrawl
Human behavior
Metrics
Resiliency
Scalability
computational complexity
Data models
graph theory
Adaptation models
Approximation algorithms
query processing
computer science
Heuristic algorithms
adaptive adversarial model
adaptive adversaries applied
approximate fill degrees
approximate greedy minimum degree orderings
approximation theory
combinatorial mathematics
combinatorial scientific computing
graph sketching
matrix elimination orderings
minimum degree algorithm
minimum fill degree
nearly-linear time algorithm
oblivious adversary model
polylogarithmic time
provable approximation
randomised algorithms
randomized data structure
sketching data structure
Sparse matrices
Adversary Models
biblio
A tool to compute approximation matching between windows processes
Submitted by
aekwall
on Wed, 01/16/2019 - 2:08pm
tools
pubcrawl
Metrics
Resiliency
composability
malware
Cryptography
microsoft windows
Microsoft Windows (operating systems)
Approximation algorithms
approximation matching algorithms
Binary codes
bytewise approximate matching
cryptographic hash values
cryptographic hashing functions
digital forensics scenarios
dumping process
executable file
file organisation
forensic analysis
forensic memory analysis
Forensics
forensics memory image
Image forensics
image matching
memory image file
volatility
Windows
Windows memory dump
windows processes
Windows Operating System Security
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