GitHub

This Python code is a simple machine learning script that performs classification using the K-Nearest Neighbors (KNN) algorithm

Imports: The code imports necessary libraries including NumPy, Matplotlib, pandas, and the KNeighborsClassifier from scikit-learn. Data Loading: It loads a dataset from a CSV file named "countries.csv ...
IEEE

Classification of Paediatric Pneumonia Using Modified DenseNet-121 Deep-Learning Model

Abstract: There is a substantial worldwide effect, both in terms of disease and death, that is caused by pediatric pneumonia, which is a disorder that affects children under the age of five. Even ...
IEEE

Interpretable Hybrid Multichannel Deep Learning Model for Heart Disease Classification Using 12-Lead ECG Signal

Abstract: An electrocardiogram (ECG) is a non-invasive and cost-effective method for diagnosing heart disease. However, physicians often face challenges in interpreting ECG. As a result, deep learning ...
GitHub

Feedforward Neural Network for Shape Classification

MATLAB project developed for the Knowledge and Reasoning course at the Polytechnic Institute of Coimbra (ISEC). The goal is to design, train, and evaluate feedforward neural networks capable of ...