Machine Learning
Data Augmentation via Variational Auto-Encoders
LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support imbalanced data classification beased in TWSVM
Improving regression models by dissimilarity representation of bio-chemical data
A Comparative Study on Unsupervised Domain Adaption for Coffee Crop Mapping
Analytical Comparison of Histogram Distance Measures
Gaussian processes regression with multiple annotors
Linear projection learned from hybrid CKA for enhancing distance-based classifiers
Evaluation of Bag-of-Word performance for time series classification using discriminative SIFT-based mid-level representations
Color classification methods for perennial weed detection in cereal crops
Hierarchical graph-based segmentation in detection of object-related regions
Dealing with heterogeneous Google Earth images on Building Area Detection task
Evaluation of scale-aware realignments of hierarchical image segmentation.