Articles

Adaptive Fusion Based Method for Imbalanced Data Classification

• Zefeng Liang
• Huan Wang
• Kaixiang Yang
• Yifan Shi

An efficient approach for textual data classification using deep learning

• Abdullah Alqahtani
• Habib Ullah Khan
• Shtwai Alsubai
• Mohemmed Sha
• Ahmad Almadhor
• Tayyab Iqbal
• Sidra Abbas

Empowering complex-valued data classification with the variational quantum classifier

in Quantum Information Theory

• Jianing Chen
• Yan Li

Differentiation of glioblastoma tissues using spontaneous Raman scattering with dimensionality reduction and data classification

in Cancer Imaging and Image-directed Interventions

• Igor Romanishkin
• Tatiana Savelieva
• Alexandra Kosyrkova
• Vladimir Okhlopkov
• Svetlana Shugai
• Arseniy Orlov
• Alexander Kravchuk
• Sergey Goryaynov
• Denis Golbin
• Galina Pavlova

Reservoir Computing for Temporal Data Classification Using a Dynamic Solid Electrolyte ZnO Thin Film Transistor

in Flexible and Printed Electronics

• Ankit Gaurav
• Xiaoyao Song
• Sanjeev Manhas
• Aditya Gilra
• Eleni Vasilaki
• Partha Roy
• Maria Merlyne De Souza

Feature Selection Using Approximate Conditional Entropy Based on Fuzzy Information Granule for Gene Expression Data Classification

in Computational Genomics

• Hengyi Zhang

An improved deep learning algorithm in enabling load data classification for power system

in Smart Grids

• Ziyao Wang
• Huaqiang Li
• Yamei Liu
• Shuning Wu

k-Nearest Neighbor Curves in Imaging Data Classification

in Mathematics of Computation and Data Science

• Yann Cabon
• Carey Suehs
• Sébastien Bommart
• Isabelle Vachier
• Gregory Marin
• Arnaud Bourdin
• Nicolas Molinari

From digital traces to public vaccination behaviors: leveraging large language models for big data classification

in Natural Language Processing

• Yoo Jung Oh
• Muhammad Ehab Rasul
• Emily McKinley
• Christopher Calabrese

A refined SMOTE-ENN optimization method based on machine learning for heart rate variability data classification

in Health Informatics

• Biao Zhang
• Muzi Liang
• Yuanlun Zhou
• Binbin Ji
• Meng Han
• Hongyan Li
• Xufeng Lang
• Yihua Song
• Run Gao
• Zuojian Zhou

ConvAttentionNet: a high-performance model for efficient and accurate PolSAR data classification

in Microwave Remote Sensing

• Mohammed Q. Alkhatib
• Ali Jamali
• Avik Bhattacharya

SS-RNN: A Strengthened Skip Algorithm for Data Classification Based on Recurrent Neural Networks

in Computational Genomics

• Wenjie Cao
• Ya-Zhou Shi
• Huahai Qiu
• Bengong Zhang

Deep Convolutional Neural Networks With Ensemble Learning and Generative Adversarial Networks for Alzheimer’s Disease Image Data Classification

in Alzheimer's Disease and Related Dementias

• Robert Logan
• Brian G. Williams
• Maria Ferreira da Silva
• Akash Indani
• Nicolas Schcolnicov
• Anjali Ganguly
• Sean J. Miller

Optimization of Skewed Data Using Sampling-Based Preprocessing Approach

in Digital Public Health

• Sushruta Mishra
• Pradeep Kumar Mallick
• Lambodar Jena
• Gyoo-Soo Chae

WERFE: A Gene Selection Algorithm Based on Recursive Feature Elimination and Ensemble Strategy

in Computational Genomics

• Qi Chen
• Zhaopeng Meng
• Ran Su

The rule of law system for China’s marine security

in Marine Pollution

• Limei Wang