A multi-level dynamic sample augmentation and heterogeneous feature fusion framework for intelligent intrusion detection. [PDF]
Sci RepLi B +6 more
europepmc +1 more source
A comparative ML approach to classify Lupinus species using VIS-NIR spectral data from whole seeds and various data transformation techniques and resampling methods. [PDF]
Sci RepDíaz-Álvarez J +4 more
europepmc +1 more source
A novel intrusion detection framework using hybrid deep learning to detect IIoT cloud environments attacks. [PDF]
Sci RepChen S, Feng X.
europepmc +1 more source
Robust evaluation of classical and quantum machine learning under noise, imbalance, feature reduction and explainability. [PDF]
Sci RepSheoran SK, Yadav V, Sheoran RK.
europepmc +1 more source
SOD-FE: a supervised outlier detection and feature engineering approach for student dropout prediction. [PDF]
Sci RepAlzabidi E +3 more
europepmc +1 more source
Advancing Gastrointestinal Cancer Risk Prediction With Patient-Centered Machine Learning: Machine Learning Modeling Study. [PDF]
JMIR Med InformBaublyte D, Lee J, Gunathilake M, Kim J.
europepmc +1 more source
FalsEye: proactive detection of false data injection attacks in smart grids using IceCube-optimised ensemble learning. [PDF]
Sci RepSheta AN +4 more
europepmc +1 more source
Early Screening of Sleep-Disordered Breathing Using Metaheuristic-Optimized Extreme Learning Machines. [PDF]
Diagnostics (Basel)Thaher T +4 more
europepmc +1 more source
Enhanced Prediction of Atrial Fibrillation in Patients With Ischemic Stroke Through Electronic Medical Records and Text Mining: Algorithm Development and Validation. [PDF]
JMIR Med InformChen YW, Sung SF, Hu YH, Yang YH.
europepmc +1 more source
Addressing Class Imbalance in Fetal Health Classification: Rigorous Benchmarking of Multi-Class Resampling Methods on Cardiotocography Data. [PDF]
Diagnostics (Basel)Hawrami ZSM, Cengiz MA, Dünder E.
europepmc +1 more source