BIOENGINEER

New Feature Selection Method Trims Intrusion Detection Models for Industrial Edge Devices

A cluster-preserving feature selection framework cut intrusion detection features from 78 to 27 on the CICIDS2017 benchmark while Random Forest and XGBoost maintained roughly 99.9 percent accuracy.
eLife

Revealing the benefit of eye motion for acuity under emulated cone loss

In the presence of emulated cone loss, eye movements are used to gather and integrate information, leading to improved letter ...

[G-Certification Day 8] What is Supervised Learning in AI? Linear Regression, SVM, and Decision Trees

Hello everyone, stay safe!! This is Takachan the engineer.AI that identifies spam, AI that predicts sales, AI that ...

Part 17: Restricted Boltzmann Machines — Writing probabilities with energy, learning by sampling

From mechanisms with math and Python", Part 17← Previous Part 16: Vanishing Gradients — Why deep networks couldn't ...
BIOENGINEER

RandomFuzzyRules: Random Search Delivers Fast, Interpretable Two-Rule Fuzzy Classifiers

A new open-source tool called RandomFuzzyRules replaces evolutionary search with random sampling to find compact, ...
Opinion

Poll or phony? Fine print says not random

A mayoral poll landed Saturday morning, four days before Winnipeggers vote. The chart is clean and easy to read: September in light blue, October in dark blue, bars rising and falling side by side. It ...