Results 191 to 200 of about 224,004 (328)

Imbalanced Spectral Data Analysis using Data Augmentation based on the Generative Adversarial Network [PDF]

Jihoon Chung, Junru Zhang, Amirul Islam Saimon, Yang Liu, Blake N. Johnson, Zhenyu Kong   +5 more
openalex   +1 more source

An Ionic Gelation Powder for Ultrafast Hemostasis and Accelerated Wound Healing

Advanced Functional Materials, EarlyView.
An ultrafast ionic gelation‐activated hemostatic powder (AGCL) forms a hydrogel within ≈1 s upon contact with blood‐derived calcium ions. The AGCL powder enables rapid hemorrhage control, strong tissue adhesion, and enhanced healing. The powder's pre‐crosslinked polymer network ensures high blood uptake and stability, offering effective treatment for ...
Youngju Son, Kyusoon Pak, Taehoon Lee, Monica Celine Prayogo, Jinyoung Choi, Sukkyung Kang, Minjoo Kang, Byungkook Oh, Sang Yu Sun, Sanha Kim, Sung Gap Im, Sangyong Jon, Steve Park   +12 more
wiley   +1 more source

An improved SMOTE algorithm for enhanced imbalanced data classification by expanding sample generation space. [PDF]

Sci Rep
Li Y, Yang Y, Song P, Duan L, Ren R.
europepmc   +1 more source

An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data. [PDF]

Diagnostics (Basel), 2022
Kokkotis C, Giarmatzis G, Giannakou E, Moustakidis S, Tsatalas T, Tsiptsios D, Vadikolias K, Aggelousis N.   +7 more
europepmc   +1 more source

Improving Imbalanced Data Classification Using Deep Learning

Nihaya S. Salih, Dindar M. Ahmed
openalex   +2 more sources

Enhancing Synaptic Plasticity and Multistate Retention of Organic Neuromorphic Devices Using Anion‐Excessive Gel Electrolyte

Advanced Functional Materials, EarlyView.
Anion‐excessive gel‐based organic synaptic transistors (AEG‐OSTs) that can maintain electrical neutrality are developed to enhance synaptic plasticity and multistate retention. Key improvement is attributed to the maintenance of electrical neutrality in the electrolyte even after electrochemical doping, which reduces the Coulombic force acting on ...
Yousang Won, Jeongwoo Lee, Hyunwook Kim, Joon Hak Oh   +3 more
wiley   +1 more source

Improving Gaussian Naive Bayes classification on imbalanced data through coordinate-based minority feature mining. [PDF]

PeerJ Comput Sci
Wang W, Yan L, Liu F, Li Y.
europepmc   +1 more source

Imbalanced data preprocessing techniques for machine learning: a systematic mapping study. [PDF]

Knowl Inf Syst, 2023
Werner de Vargas V, Schneider Aranda JA, Dos Santos Costa R, da Silva Pereira PR, Victória Barbosa JL.   +4 more
europepmc   +1 more source

Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data

, 2010
Sandra García, Ricardo Aler, Inés M. Galván   +2 more
openalex   +2 more sources

Universal Electronic‐Structure Relationship Governing Intrinsic Magnetic Properties in Permanent Magnets

Advanced Functional Materials, EarlyView.
Permanent magnets derive their extraordinary strength from deep, universal electronic‐structure principles that control magnetization, anisotropy, and intrinsic performance. This work uncovers those governing rules, examines modern modeling and AI‐driven discovery methods, identifies critical bottlenecks, and reveals electronic fingerprints shared ...
Prashant Singh
wiley   +1 more source