Machine learning rediscovers equations governing ocean biogeochemistry

Climate and ocean models use a series of equations to represent complex natural processes. However, the equations used in ...
AHA/ASA Journals

Contrastive Machine Learning to Quantify Hypertensive Multiorgan Damage and Identify New Disease Phenotypes: A Multinational Multimodal Study

BACKGROUND: Hypertension induces structural and functional damage in multiple organs. Evidence of subclinical damage ...
How-To Geek on MSN

Your Excel regression is probably a mess—here's how Python fixes it

Uncover the hidden pitfalls of Excel regression and learn why Python is the key to unlocking clean, efficient data analysis.
Scientific Research Publishing

Deep Reinforcement Learning for Phishing Detection with Transformer-Based Semantic Features ()

Phishing is a form of cybercrime in which people are deceived into exposing their personal information which can result in ...
IEEE

Magneto Inductive (MI) Channel Variables Prediction Through Machine Learning Linear Regression Method, for Underwater and Underground WSNs

Abstract: In today’s digital era, where information flows seamlessly and is readily available and accessible. However, these information and communication systems are highly dependent on the ...
katu

"A Simple Machine": Meet the Filmmaker and Lead Actor

Emerald ash borer confirmed at Tualatin, Newberg and Silverton sites, ODF says Emerald ash borer turns up in 3 new Oregon spots: Tualatin, Newberg, and Silverton, officials say. Citizen reports ...
Nature

Comparative assessment of machine learning models for polymer solution viscosity prediction in enhanced oil recovery

Polymer flooding is among the most researched and utilized methods to improve oil recovery. Polymer solution viscosity is the primary governing parameter that aids in lowering the mobility of the ...
Nature

Compressive strength prediction of carbonated recycled aggregate concrete using regression based machine learning models

Carbonation treatment of recycled concrete aggregates (RCA) enhances aggregate performance while enabling CO₂ sequestration, thereby supporting sustainable construction practices. Despite the growing ...
LinkedIn

Linear Regression in Machine Learning: Algorithm, Uses and Examples

Machine learning has revolutionised how we solve problems, make decisions, and uncover patterns in data. Among its many algorithms, linear regression stands out as one of the simplest yet most ...
IEEE

Systematic Bias of Machine Learning Regression Models and Correction

Abstract: Machine learning models for continuous outcomes often yield systematically biased predictions, particularly for values that largely deviate from the mean. Specifically, predictions for large ...