New method could improve US forecasting of West Nile virus

West Nile virus is the most common mosquito-borne illness in the continental United States and can in rare cases lead to a much more serious disease with an approximately 10% fatality rate. West Nile ...

Surprise solar eruptions on sun's far side validate new forecasting method

A team of scientists from around the world has created the first system that can predict when and where extremely powerful ...
IEEE

Rainfall amount forecast using GNSS-PWV based on machine learning fusion strategy and the constraint of rainfall event

Abstract: Accurate rainfall forecasting plays a crucial role in weather monitoring. Currently, the application of Global Navigation Satellite System-derived precipitable water vapor (GNSS-PWV) has ...
Microsoft

Knowledge‐Guided Machine Learning for Operational Flood Forecasting

We present a knowledge‐guided machine learning framework for operational hydrologic forecasting at the catchment scale. Our approach, a Factorized Hierarchical Neural Network (FHNN), has two main ...
CFO

Machine learning improves earnings forecast accuracy by 7%

An earnings forecast that proves to be even moderately off target on the low side can damage a company’s stock price in the short term, and the effects of big misses can last for weeks or months.
Scientific Research Publishing

Comparative Study of Imputation Methods for Weather Forecasting Systems in the Adamawa Region, Cameroon ()

1 Department of Mathematics and Computer Science, Faculty of Sciences, University of Ngaoundéré, Ngaoundéré, Cameroon. 2 Department of Mathematics and Computer Science, ENSAI, University of Ngaoundéré ...
GitHub

Bike Demand Prediction for Smart Cities

Production-ready machine learning system that predicts bike rental demand using real-world public APIs and historical data. Built with Docker-first architecture for seamless deployment, the system ...
Game Rant

How to Use the Weather Machine in Roblox Fish It

Somiya Adrees is a writer at GameRant. Her gaming journey began at a young age with classics like Super Mario Bros., Sonic the Hedgehog, and Disney's Aladdin in Nasira's Revenge (all of which she ...
air cargo

WFS uses machine learning to forecast cargo volumes and staffing

Worldwide Flight Services (WFS), a SATS company, has developed a digital tool that uses machine learning to forecast cargo volumes and improve workforce planning. The system has been trained on 10 ...
KEYT

Using AI to predict and prevent weather catastrophe home insurance claims

The insurance industry has reached a critical juncture. With climate change driving an undeniable surge in the frequency and severity of extreme weather events, including ferocious hurricanes and ...
Scientific Research Publishing

Yoon, J. (2020) Forecasting of Real GDP Growth Using Machine Learning Models: Gradient Boosting and Random Forest Approach. Computational Economics, 57, 247-265.

ABSTRACT: The surge of digital data in tourism, finance and consumer markets demands predictive models capable of handling volatility, nonlinear dynamics, and long-term dependencies, where traditional ...