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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
xai
biblio
Approximate Symbolic Explanation for Neural Network Enabled Water-Filling Power Allocation
Submitted by aekwall on Mon, 03/01/2021 - 5:03pm
fading channels
symbolic mapping
slow iterative search
OFDM sub-channels
NN power allocation solution
neural network enabled water-filling power allocation
Meijer G-function
iterative WF threshold search process
direct high-dimensional mapping
channel gain
approximate symbolic explanation
Search Space
OFDM modulation
Transforms
xai
Scalability
approximation theory
wireless
Artificial Neural Networks
telecommunication computing
neural nets
optimization
Iterative methods
Wireless communication
resource management
deep learning
pubcrawl
Resiliency
machine learning
biblio
Response Time Analysis for Explainability of Visual Processing in CNNs
Submitted by aekwall on Mon, 03/01/2021 - 5:03pm
explainable artificial intelligence methods
visual processing
visual learning tasks
variable RTs
response times
MSDNet
model architecture
intrascene object-object relationships
hierarchical representations
early-exit architecture
dynamic inference models
conditional computation model
cognitive psychology
CNNs
Scalability
xai
Semantics
Syntactics
visualization
Object recognition
Analytical models
convolutional neural nets
Grammar
Computational modeling
pubcrawl
Resiliency
learning (artificial intelligence)
biblio
Investigation of an Innovative Approach for Identifying Human Face-Profile Using Explainable Artificial Intelligence
Submitted by aekwall on Mon, 03/01/2021 - 5:02pm
explanation
Pixel Segmentation
Human Profile Recognition
human face profile identification
human face identification
Geometric Ratios
geometric ratio expressions
feature vectors
feature vector
feature set diagnosis
Facial features
facial feature extraction
faces
Ear
biometric identification research
Scalability
explainable artificial intelligence
xai
Identification
Nose
face recognition
DNN
Artificial Intelligence
biometrics (access control)
image segmentation
biometrics
pubcrawl
Resiliency
feature extraction
biblio
Measure Utility, Gain Trust: Practical Advice for XAI Researchers
Submitted by aekwall on Mon, 03/01/2021 - 5:02pm
machine learning approaches
xai
visual analytics
user studies
Task Analysis
Scalability
Resiliency
pubcrawl
Neural networks
Computational modeling
machine learning algorithms
machine learning
human-centered computing
human computer interaction (hci)
HCI design and evaluation methods
deep learning
Data models
computing methodologies
biblio
XAI-Driven Explainable Multi-view Game Cheating Detection
Submitted by aekwall on Mon, 03/01/2021 - 5:02pm
multiple game productions
cheating detection
debugging
EMGCD
evidence generation
game health
game industries
illegal automated plugins
model compression
model debugging
cheating classifiers
NetEase Games
online game
Online Games
online gaming
online persistent virtual world
player enjoyment
reason generation
trustworthy performance
XAI-driven explainable multiview game cheating detection
explainable AI
Task Analysis
Data models
Resiliency
pubcrawl
internet
Games
Predictive models
visualization
Artificial Intelligence
Scalability
virtual reality
artificial intelligence techniques
computer games
xai
industrial application
AI models
detection framework
explainable artificial intelligence
audience profiles
biblio
Constrained Interval Type-2 Fuzzy Classification Systems for Explainable AI (XAI)
Submitted by aekwall on Mon, 03/01/2021 - 5:01pm
xai
type-reduction step
output interval centroid
IT2
interval type-2 fuzzy logic
inherently interpretable structure
fuzzy logic systems
explainable type-2 fuzzy systems
explainable CIT2 classifiers
constrained interval type-2 fuzzy sets
constrained interval type-2 fuzzy classification systems
Constrained interval type-2
classification reliability
explainable artificial intelligence
Intelligent systems
Scalability
explainable AI
Artificial Intelligence
Switches
Linguistics
Fuzzy sets
Indexes
Generators
fuzzy set theory
Fuzzy logic
natural language
pattern classification
Shape
pubcrawl
Resiliency
biblio
A Decentralized Approach to Explanatory Artificial Intelligence for Autonomic Systems
Submitted by aekwall on Mon, 03/01/2021 - 5:01pm
Autonomic systems
XAI solution
XAI functions
SISSY systems
generic decentralized architecture
explanatory artificial intelligence
explanatory AI
explanation
Decentralised Architecture
D-CAN
black box methods
autonomic management system
Autonomic Management
user trust
Scalability
xai
smart home domain
Power demand
Artificial Intelligence
Smart Home
home automation
Smart homes
cognition
fault tolerant computing
pubcrawl
Resiliency
cyber-physical systems
Runtime
biblio
XAI-Based Fuzzy SWOT Maps for Analysis of Complex Systems
Submitted by aekwall on Mon, 03/01/2021 - 5:00pm
Optimized production technology
XAI-Based system analysis
SWOT+CWW network
SWOT analyses
software tool
fuzzy SWOT maps network structure
Fuzzy SWOT Maps
explanation
explainable artificial intelligence
Dynamic SWOT analysis
computing with words
Fuzzy cognitive maps
Scalability
xai
FCM
cognitive systems
Artificial Intelligence
complex systems
cognition
software tools
fuzzy set theory
pubcrawl
Resiliency
real-time systems
biblio
Black Box Attacks on Explainable Artificial Intelligence(XAI) methods in Cyber Security
Submitted by aekwall on Mon, 03/01/2021 - 4:59pm
security
gradient-based XAI
learning (artificial intelligence)
Metrics
ML models
Predictive models
privacy
pubcrawl
Resiliency
Robustness
Scalability
explainable artificial intelligence methods
security domain
security of data
security-relevant data-sets
threat models
white box
White Box Security
white box setting
xai
XAI methods
composability
adversarial attack
Analytical models
Artificial Intelligence
artificial intelligence security
binary output
black box attack
Black Box Attacks
black box encryption
black box settings
black-box models
predictive security metrics
computer security
cyber security
cybersecurity domain
data analysis
Data models
deep learning
domain experts
exact properties
explainable artificial intelligence
biblio
Don't Forget Your Roots! Using Provenance Data for Transparent and Explainable Development of Machine Learning Models
Submitted by aekwall on Mon, 03/30/2020 - 11:33am
explainable development
xai
transparent development
transparency
reasoning behaviour
provenance data
process transparency
post-hoc methods
machine learning models
Explainable ML
learning (artificial intelligence)
development process
artificial intelligent systems
Provenance
Metrics
composability
pubcrawl
Human behavior
Resiliency
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