Cross-property deep transfer learning framework for enhanced predictive analytics on small materials data | Nature Communications
Feature extraction for phenotyping from semantic and knowledge resources - ScienceDirect
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks | npj Computational Materials
Deep learning approach for chemistry and processing history prediction from materials microstructure | Scientific Reports
Steps for classification of DNA sequence: feature extraction, feature... | Download Scientific Diagram
Pre-processing and feature extraction - ScienceDirect
Data Preprocessing and Data Wrangling in Machine Learning
Genetic algorithm for the optimization of features and neural networks in ECG signals classification | Scientific Reports
An ensemble learning approach to digital corona virus preliminary screening from cough sounds | Scientific Reports
Overview preprocessing, feature extraction and classification. | Download Scientific Diagram
Applications of deep-learning approaches in horticultural research: a review | Horticulture Research
Applied Sciences | Free Full-Text | A Survey on Recent Named Entity Recognition and Relationship Extraction Techniques on Clinical Texts
Symmetry | Free Full-Text | Handcrafted versus CNN Features for Ear Recognition
Deep neural networks for the evaluation and design of photonic devices | Nature Reviews Materials
Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning | Nature Communications
Deep learning for classification of time series spectral images using combined multi-temporal and spectral features - ScienceDirect
A flow feature detection method for modeling pressure distribution around a cylinder in non-uniform flows by using a convolutional neural network | Scientific Reports
Peak learning of mass spectrometry imaging data using artificial neural networks | Nature Communications
Sensors | Free Full-Text | Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets | Nature Communications
Overview preprocessing, feature extraction and classification. | Download Scientific Diagram
Interpretable deep learning for the remote characterisation of ambulation in multiple sclerosis using smartphones | Scientific Reports
Discovering the hidden messages within cell trajectories using a deep learning approach for in vitro evaluation of cancer drug treatments | Scientific Reports
Remote Sensing | Free Full-Text | Deep Learning for Land Use and Land Cover Classification Based on Hyperspectral and Multispectral Earth Observation Data: A Review
Domain-specific cues improve robustness of deep learning-based segmentation of CT volumes | Scientific Reports
Structure-based protein function prediction using graph convolutional networks | Nature Communications
Flowchart of preprocessing, feature extraction and data splitting applied. | Download Scientific Diagram
