Pattern Recognition and Machine Learning Techniques: Feature Analysis and Selection for Water Stream Modeling
A Cloud-based (AWS) Machine Learning Solution to Predict Account Receivables in a Financial Institution
A New Approach for Road Type Classification using Multi-Stage Graph Embedding Method
Removing the Black-Box from Machine Learning
Using Machine Learning to Identify Patterns in Learner-Submitted Code for the Purpose of Assessment
Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Dierential Evolution
A Method for Counting Models on Cubic Boolean Formulas
Automatic Identication of Learning Styles through Behavioral Patterns
Comparison of Classiers in Challenge Scheme
Deep Learning and Neural Networks: Robust Zero-Watermarking for Medical Images based on Deep Learning Feature Extraction
Plant Stress Recognition Using Deep Learning and 3D Reconstruction
Segmentation and Classification Networks for Corn/Weed Detection under Excessive Field Variabilities
Leukocyte Recognition Using a Modified AlexNet and Image to Image GAN Data Augmentation
Spoofing Detection for Speaker Verification with Glottal Flow and 1D Pure Convolutional Networks
Estimation of Stokes Parameters using Deep Neural Networks
Experimental Study of the Performance of Convolutional Neural Networks Applied in Art Media Classification
Medical Applications of Pattern Recognition: Hadamard Layer to Improve Semantic Segmentation in Medical Images
Patterns in Genesis of Breast Cancer Tumor
Realistic Simulation of Event-Related Potentials and their usual Noise and Interferences for Pattern Recognition
Chest X-ray Imaging Severity Score of COVID-19 Pneumonia
Leukocyte Detection with Novel Fully Convolutional Network and a New Dataset of Blood Smear Complete Samples
Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms
Retinal Artery and Vein Segmentation using an Image-to-image Conditional Adversarial Network
Evaluation of Heatmaps as an Explicative Method for Classifying Acute Lymphoblastic Leukemia Cells
Language Processing and Recognition: Machine Learning Models Applied in Sign Language Recognition
Urdu Semantic Parsing: An Improved SEMPRE Framework for Conversion of Urdu Language Web Queries to Logical forms
Improving the Identification of Abusive Language through Careful Design of Pre-training Tasks
Industrial Applications of Pattern Recognition: TOPSIS Method for Multiple-Criteria Decision-Making Applied to Trajectory Selection for Autonomous Driving
Machine-learning based Estimation of the Bending Magnitude Sensed by a Fiber Optic Device
Graph-based Semi-Supervised Learning using Riemannian Geometry Distance for Motor Imagery Classification.