GitHub

Animated Adaptive Linear Neuron (Adaline)

How can a machine learning model be trained to classify flowers? The fundamental question behind this is how a machine learning model categorizes data like the flower pictures. Adaline (Adaptive ...
Analytics India Magazine

Why MathWorks Will Be Crucial for Physical AI Era

Recognize MATLAB as a vital tool in advancing the physical AI era through simulation-first engineering. Understand that simulation reduces risk by modeling systems before hardware implementation.
IEEE

Robust Fault Classification of Three Phase Induction Motor Using GWO-SVM With Simulation and Hardware Validation

Abstract: This paper presents a comprehensive fault classification framework for three-phase Induction Motors (IMs) using a novel Grey Wolf Optimization-enhanced Support Vector Machine (GWO-SVM) ...
IEEE

Intelligent Fault Detection and Classification for an Unbalanced Network With Inverter-Based DG Units

Abstract: In this article, a machine-learning-based fault detection and classification method is proposed. Two supervised learning-based protection modules are developed for the relays considered in ...
GitHub

Explainable AI: interpreting the classification performed by deep learning with LIME

This demo shows how to interpret the classification by CNN using LIME (Local Interpretable Model-agnostic Explanations) [1]. This demo was created based on [1], but the implementation might be a ...
Beebom

6 MATLAB Alternatives You Could Use

There are quite a few software applications that are considered indispensable for a variety of specialized subject areas of academia and research, such as engineering, science, and economics. And the ...