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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
text categorization
biblio
Enhanced Word Embedding Method in Text Classification
Submitted by grigby1 on Mon, 11/29/2021 - 2:33pm
Neural networks
Training
text classification
text categorization
text analytics
Task Analysis
semantic similarity
Scalability
pubcrawl
Big Data
natural language processing
Metrics
Human Factors
Human behavior
distributed word embedding
deep learning
composability
Classification algorithms
biblio
A Hierarchical Fine-Tuning Based Approach for Multi-Label Text Classification
Submitted by grigby1 on Mon, 11/29/2021 - 2:32pm
ordered neurons LSTM
Training
text embedding
text classification
text categorization
text analytics
taxonomy
Scalability
pubcrawl
composability
Neurons
Metrics
Mathematical model
Logic gates
Human Factors
Human behavior
hierarchical fine-tuning
Computational modeling
biblio
Few-Shot Transfer Learning for Text Classification With Lightweight Word Embedding Based Models
Submitted by aekwall on Mon, 11/02/2020 - 1:30pm
pooling strategy
Few-shot learning
few-shot transfer learning tasks
lightweight word embedding-based models
modified hierarchical pooling strategy
parameter-free pooling operations
parameter-free property
parameters training
plug-and-play way
deep learning architectures
semantic compositionality
Semantic Networks
semantic text
simple word embedding-based models
supervised data
unseen text sequences
word embedding based models
word processing
text categorization
Data models
feature extraction
Human behavior
pubcrawl
Computational modeling
pattern classification
Training
text analysis
Task Analysis
text classification
transfer learning
deep learning
Human Factors
Compositionality
Computing Theory and Compositionality
supervised learning
data-hungry deep models
biblio
Vulnerability Severity Prediction With Deep Neural Network
Submitted by aekwall on Mon, 09/28/2020 - 11:35am
standard cross site scripting vulnerability text data
deep neural networks
network security incidents
XSS vulnerability
false negative rate
huge economic losses
multiple deep learning methods
optimal CNN network
recurrent convolutional neural networks
Deep Neural Network
text classification
TextRCNN
vulnerability risk levels
vulnerability severity prediction
vulnerability text classification evaluation
vulnerability text information
Cross Site Scripting
computer network security
recurrent neural nets
convolution
Communication networks
text categorization
convolutional neural nets
machine learning
Neural networks
pubcrawl
Human behavior
Resiliency
learning (artificial intelligence)
Data models
security
Scalability
network security
biblio
An improved N-grams based Model for Authorship Attribution
Submitted by grigby1 on Fri, 08/28/2020 - 11:22am
improved N-grams based model
Text processing
text classification
text categorization
text analysis
statistical distributions
similarity functions
pubcrawl
PAN benchmarks
N-grams model
N-gram
Metrics
anonymous text
Human behavior
Feeds
Euclidian distance
Dictionaries
corresponding author
Computational modeling
composability
automobiles
authorship attribution
attribution
biblio
Convolutional Neural Network Based SMS Spam Detection
Submitted by aekwall on Mon, 02/25/2019 - 10:42am
spam messages
undesired text message
Tiago dataset
text categorization
SMS Spam
Imbalanced dataset
Data preprocessing
Cost-sensitive classification
convolutional neural networks
convolutional neural network
convolutional neural nets
CNN
anti-spam filters
text analysis
Scalability
SMS spam detection
electronic messaging
Unsolicited electronic mail
spam detection
unsolicited e-mail
Metrics
machine learning
pubcrawl
Human behavior
learning (artificial intelligence)
feature extraction
Support vector machines
Classification algorithms
biblio
A deep learning-based RNNs model for automatic security audit of short messages
Submitted by grigby1 on Mon, 11/20/2017 - 11:20am
short message security audit
pubcrawl
recurrent neural nets
recurrent neural networks (RNNs)
Resiliency
security
Semantics
sentence feature vector
sentiment analysis
sentiment classification
prisons
short messages automatic security audit
Support vector machines
text categorization
text classification
Training
Vectors
word order information
Word2Vec
Governance
Artificial Neural Networks
bag of words
binary classification
collaboration
deep learning
deep learning-based recurrent neural networks
deep learning-based RNN model
electronic messaging
feature extraction
artificial neural network
Government
learning (artificial intelligence)
Logic gates
message authentication
pattern classification
police data processing
Policy
policy-based governance
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