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Support vector machines

Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in comparing classification methods on high-dimensional data

Marieke Stolte, Nicholas Schreck, [ ... ], for the topic group “High-dimensional data” (TG9) of the STRATOS Initiative

EODA: A three-stage efficient outlier detection approach using Boruta-RF feature selection and enhanced KNN-based clustering algorithm

Sunil Kumar, Sudeep Varshney, [ ... ], Mohammad Shokouhifar

GDFGAT: Graph attention network based on feature difference weight assignment for telecom fraud detection

An Tong, Bochao Chen, [ ... ], Chi Kin Lam

Segmentation-based deep 2D-3D multibranch learning approach for effective hyperspectral image classification

Tanver Ahmed, Adiba Mahjabin Nitu, [ ... ], Md Palash Uddin

T-RippleGNN: Predicting traffic flow through ripple propagation with attentive graph neural networks

Anning Ji, Xintao Ma

Assessing ML classification algorithms and NLP techniques for depression detection: An experimental case study

Giuliano Lorenzoni, Cristina Tavares, [ ... ], Donald Cowan

Advancing malware imagery classification with explainable deep learning: A state-of-the-art approach using SHAP, LIME and Grad-CAM

Sadia Nazim, Muhammad Mansoor Alam, [ ... ], Mazliham Mohd Suud

Innovative novel regularized memory graph attention capsule network for financial fraud detection

Xiangting Shi, Xiaochen Wang, [ ... ], Lihao Zhang

Multi-convolutional neural networks for cotton disease detection using synergistic deep learning paradigm

Afira Aslam, Syed Muhammad Usman, [ ... ], Irfan Hussain

A lithium-ion batteries SOH estimation method based on extracting new features during the constant voltage charging stage and improving BPNN

Yanhua Xian, Mingyang Li, Jiayin Huang

Advanced heart disease classification based on multi-channel heart sound coupling features

Yu Fang, Dongbo Liu, [ ... ], Xiaochen Wu

Detecting eavesdropping nodes in the power Internet of Things based on Kolmogorov-Arnold networks

Rong Wang, Weibin Jiang, [ ... ], Kan-Lin Hsiung

Virtual sample based techniques using deep features for SSPP face recognition in unconstrained environment

Muhammad Tariq Siddique, Ibrahim Venkat, [ ... ], S. H. Shah Newaz

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