Medical Applications
Predicting the use of Invasive Mechanical Ventilation in ICU COVID-19 patients
A Coarse to Fine Corneal Ulcer Segmentation Approach using U-net and DexiNed in Chain
Replacing Data Augmentation with Rotation-equivariant CNNs in Image-based Classification of Oral Cancer
A Multitasking Learning Framework for Dermoscopic Image Analysis
An Evaluation of Segmentation Techniques for COVID-19 Identification in Chest X-Ray
A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images
Natural Language Processing
Data-Augmented Emoji Approach to Sentiment Classification of Tweets
Detecting Hate Speech in Cross-Lingual and Multi-Lingual Settings Using Language Agnostic Representations
Prediction of Perception of Security Using Social Media Content
Metaheuristics
Fine-Tuning Dropout Regularization in Energy-Based Deep Learning
Enhancing Hyper-To-Real Space Projections Through Euclidean Norm Meta-Heuristic Optimization
Using Particle Swarm Optimization With Gradient Descent For Parameter Learning In Convolutional Neural Networks
Image Segmentation
Object Delineation by Iterative Dynamic Trees
Low-Cost Domain Adaptation for Crop and Weed Segmentation
Databases
MIGMA: The Facial Emotion Image Dataset forHuman Expression Recognition
Construction of Brazilian Regulatory Traffic Sign Recognition Dataset
Japanese Kana and Brazilian Portuguese manuscript database
Skelibras: a Large 2d Skeleton Dataset of Dynamic Brazilian Signs
Deep Learning
Cricket Scene Analysis using the RetinaNet architecture. -Texture-Based Image Transformations for Improved Deep Learning Classification
Towards Precise Recognition of Pollen Bearing Bees by Convolutional Neural Networks
Web Application Attacks Detection Using Deep Learning
Less is More: Accelerating Faster Neural Networks Straight from JPEG
Optimizing Person Re-Identification using Generated Attention Masks
Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing
Explainable Artificial Intelligence
Interpretable Concept Drift
Interpreting a Conditional Generative Adversarial Network Model for Crime Prediction
Interpreting Decision Patterns in Financial Applications
Image Processing
Metal Artifact Reduction based on color mapping and inpainting techniques
New Improvement in Obtaining Monogenic Phase Congruency
Machine Learning
Evaluating the Construction of Feature Descriptors in the Performance of the Image Data Stream Classification
Clustering-based Partitioning of Water Distribution Networks for Leak Zone Location
Bias Quantification for Protected Features in Pattern Classification Problems
Regional Commodities Price Volatility Assessment Using Self-Driven Recurrent Networks
Semi-supervised Deep Learning Based on Label Propagation in a 2D Embedded Space
Iterative Creation of Matching-Graphs - Finding Relevant Substructures in Graph Sets
Semi-Autogeonous (SAG) Mill Overload Forecasting
Novel Time-Frequency Based Scheme for Detecting Sound Events from Sound Background in Audio Segments
Computer Vision
Generalized Conics with the Sharp Corners
Automatic Face Mask Detection using a Hide and Seek Algorithm
A Feature Extraction Approach Based on LBP Operator and Complex Networks for Face Recognition
End-to-End Deep Sketch-to-Photo Matching Enforcing Realistic Photo Generation
Forensic Analysis of Tampered Digital Photos
COVID-19 Lung CT Images Recognition: A Feature-Based Approach
A Topologically Consistent Color Digital Image Representation by a Single Tree.