Devdiscourse

AI-powered forecasting boosts retail efficiency: LSTM outshines traditional models

Demand forecasting remains one of the most complex challenges in retail management. As consumer behavior evolves rapidly, ...
IEEE

HRRP Open Set Target Recognition Algorithm Based on Decision Tree

Abstract: High-Resolution Range Profile (HRRP) is a crucial radar signal processing technique widely employed in Radar Automatic Target Recognition (RATR). However, recognizing unknown targets under ...
Devdiscourse

Energy-Efficient AI Framework Revolutionizes Cybersecurity for Smart and IoT Infrastructures

Researchers from the University of South Florida and partner institutes developed the DynBAS-AWRF Tree, an AI-powered, energy ...
Frontiers

Differential diagnosis of eczema and psoriasis using routine clinical data and machine learning: development of a web-based tool in a multicenter outpatient cohort

Background: Eczema and psoriasis are common chronic dermatoses with overlapping features, making early differential diagnosis difficult. While biopsy is the gold standard, its invasiveness and ...
Frontiers

Comparative Evaluation of Fast-Learning Classification Algorithms for Urban Forest Tree Species Identification Using EO-1 Hyperion Hyperspectral Imagery

The final, formatted version of the article will be published soon. Abstract— Accurate identification of forest tree species is vital for sustainable forest management, biodiversity assessment, and ...
The Lancet

AI-derived longitudinal and multi-dimensional CT classifier for non-small cell lung cancer to optimize neoadjuvant chemoimmunotherapy decision: a multicentre retrospective study

cDepartment of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, 510080, China dGuangdong Provincial Key Laboratory of ...
IEEE

A Novel Method to Enhance the Kernel Matrix of Support Vector Machine Classifier Using Genetic Algorithm for Intrusion Detection System

Abstract: Support vector machine (SVM) is a notable classification algorithm in the application of intrusion detection system (IDS). It achieves high accuracy in categorizing network traffic as normal ...