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Dynamic spectrum matching with one-shot learning
Jinchao Liu
, Stuart J. Gibson
, James Mills
,
Margarita Osadchy
Department of Computer Science
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Keyphrases
One-shot Learning
100%
Unseen
100%
Dynamic Spectrum
100%
Spectrum Matching
100%
Machine Learning
50%
Convolutional Neural Network
50%
Computationally Intensive
50%
Learning Task
50%
Siamese Network
50%
New Substances
50%
Single Reference
50%
Learning Communities
50%
Siamese Convolutional Neural Network
50%
System Database
50%
Sampling Strategy
50%
Representation Learning
50%
Classification Problem
50%
Vibrational Spectroscopy
50%
Class number
50%
Real Application
50%
Imbalance Problem
50%
Binary Classification
50%
Multi-class Classification
50%
Computer Science
Convolutional Neural Network
100%
One-shot Learning
100%
Classification Problem
75%
Typical Situation
25%
Siamese Neural Network
25%
Single Reference
25%
Multi Class Classification
25%
Database Systems
25%
Multiclass Classification
25%
Representation Learning
25%
Reference Sample
25%
Real Application
25%
Trained Network
25%
Machine Learning
25%
Learning System
25%
Learning Community
25%
Binary Classification
25%
Mathematics
Convolutional Neural Network
100%
Classification Problem
75%
Learning Task
25%
Binary Classification
25%
Representation Learning
25%
Chemical Engineering
Neural Network
100%
Learning System
50%