Results 181 to 190 of about 224,004 (328)

MEFL: Meta-Equilibrize Federated Learning for Imbalanced Data in IoT. [PDF]

Entropy (Basel)
Tang J, Gao Y, Li X, Jia J.
europepmc   +1 more source

Microneedle‐Based Biofertilizer Delivery Improves Plant Growth Through Microbiome Engineering

Advanced Functional Materials, EarlyView.
This figure shows how microneedles are used to deliver biofertilizers to enhance plant growth through microbial migration, metabolic reprogramming, and changes in plant endogenous microbiome. Abstract This study presents a microneedle‐based system for the delivery of rhizospheric biofertilizers into plant tissues to enhance growth.
Zhicheng Le, Sevugan Mayalagu, Cheng‐Yen Chen, Raktim Bhattacharya, Abhishek Gupta, Jingyuan Li, Zhi Wei Norman Teo, Yufeng Shou, Arya Gopinath MP, Danni Zhong, Tedrick Thomas Salim Lew, Hao Yu, Naweed I. Naqvi, Sanjay Swarup, Andy Tay   +14 more
wiley   +1 more source

A review of machine learning methods for imbalanced data challenges in chemistry. [PDF]

Chem Sci
Jiang J, Zhang C, Ke L, Hayes N, Zhu Y, Qiu H, Zhang B, Zhou T, Wei GW.   +8 more
europepmc   +1 more source

A self-inspected adaptive SMOTE algorithm (SASMOTE) for highly imbalanced data classification in healthcare. [PDF]

BioData Min, 2023
Kosolwattana T, Liu C, Hu R, Han S, Chen H, Lin Y.   +5 more
europepmc   +1 more source

Spatially Tailorable Liquid Crystalline Elastomer Alignment During Digital Light Process 3D Printing

Advanced Functional Materials, EarlyView.
Here, we report the fabrication of 3D printable liquid crystalline elastomer (LCE) structures with spatially tailorable alignment domains within the same layer. This work addresses the long‐standing challenge of preparing complex 3D LCE architectures with patterned functional domains to achieve nonlinear deformations. Fabrication of multi‐domains in 3D
Adam Bischoff, Saman Jamshididana, Zach Miller, Kassandra Hernandez, Nicolas Gonsalves, Andre Olarra, Elliot Yoo, Jeremy A. Herman, Devin J. Roach   +8 more
wiley   +1 more source

A Gradient-Penalized Conditional TimeGAN Combined with Multi-Scale Importance-Aware Network for Fault Diagnosis Under Imbalanced Data. [PDF]

Sensors (Basel)
Deng R, Chen D, Yao C, Hu D, Xian Q, Zhang S.   +5 more
europepmc   +1 more source

Predicting Nurse Turnover for Highly Imbalanced Data Using the Synthetic Minority Over-Sampling Technique and Machine Learning Algorithms. [PDF]

Healthcare (Basel), 2023
Xu Y, Park Y, Park JD, Sun B.
europepmc   +1 more source

Dual‐Percolative Planar‐Heterojunction Photoactive System for High‐Performance Stretchable Organic Photovoltaics Enhancing Power Output under Strain

Advanced Functional Materials, EarlyView.
A dual‐percolative planar‐heterojunction photoactive architecture enables intrinsically stretchable organic photovoltaics that combine high photovoltaic efficiency with enhanced mechanical robustness. Abstract Intrinsically stretchable organic solar cells (IS‐OSCs) are promising candidates for wearable power sources due to their ability to deform in ...
Jin‐Woo Lee, Kihyun Bae, Dong Jun Kim, Seungbok Lee, Seungjin Lee, Inwoo Lee, Jung‐Yong Lee, Taek‐Soo Kim, Bumjoon J. Kim   +8 more
wiley   +1 more source

Odor classification: Exploring feature performance and imbalanced data learning techniques. [PDF]

PLoS One
Ameta D, Kumar S, Mishra R, Behera L, Chakraborty A, Sandhan T.   +5 more
europepmc   +1 more source

An empirical evaluation of sampling methods for the classification of imbalanced data. [PDF]

PLoS One, 2022
Kim M, Hwang KB.
europepmc   +1 more source