The research on enhancing LA estimation accuracy across domains for small sample data based on data augmentation and data transfer integration optimization system

क्यूआर कोड

The research on enhancing LA estimation accuracy across domains for small sample data based on data augmentation and data transfer integration optimization system

Context: The efficient and precise monitoring of rice leaf area (LA) is essential for variety selection and agricultural management. At present, LA estimation models based on high-throughput phenotyping technologies primarily depend on homogenized large sample datasets. These models encounter genera...

पूर्ण विवरण

में बचाया:

ग्रंथसूची विवरण
मुख्य लेखकों:	Ai-Dong Wang, Rui-Jie Li, Xiang-Qian Feng, Zi-Qiu Li, Wei-Yuan Hong, Hua-Xing Wu, Dan-Ying Wang, Song Chen
स्वरूप:	लेख
भाषा:	अंग्रेज़ी
प्रकाशित:	Elsevier 2025-12-01
श्रृंखला:	Smart Agricultural Technology
विषय:	Small sample data Leaf area estimation Machine learning Data augmentation Transfer learning Integrated optimization
ऑनलाइन पहुंच:	http://www.sciencedirect.com/science/article/pii/S2772375525003806
टैग:	टैग जोड़ें कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!

समान संसाधन

Advancing predictive accuracy of shallow landslide using strategic data augmentation
द्वारा: Hongzhi Qiu, और अन्य
प्रकाशित: (2025-07-01)

Small-sample-data augmentation and transfer strategies for forest cover change monitoring
द्वारा: Kun Feng, और अन्य
प्रकाशित: (2025-09-01)

Fast data augmentation for battery degradation prediction
द्वारा: Weihan Li, और अन्य
प्रकाशित: (2025-09-01)

Data Augmentation-Driven Improvements in Malignant Lymphoma Image Classification
द्वारा: Sandi Baressi Šegota, और अन्य
प्रकाशित: (2025-06-01)

A Comprehensive Analysis of Data Augmentation Methods for Speech Emotion Recognition
द्वारा: Umut Avci
प्रकाशित: (2025-01-01)

Data Imputation Based on Retrieval-Augmented Generation
द्वारा: Xiaojun Shi, और अन्य
प्रकाशित: (2025-06-01)

Semi-Supervised Fault Diagnosis Method for Hydraulic Pumps Based on Data Augmentation Consistency Regularization
द्वारा: Siyuan Liu, और अन्य
प्रकाशित: (2025-06-01)

Platelets Image Classification Through Data Augmentation: A Comparative Study of Traditional Imaging Augmentation and GAN-Based Synthetic Data Generation Techniques Using CNNs
द्वारा: Itunuoluwa Abidoye, और अन्य
प्रकाशित: (2025-06-01)

Data Augmentation For Sorani Kurdish News Headline Classification Using Back-Translation And Deep Learning Model
द्वारा: Soran Badawi
प्रकाशित: (2023-06-01)

Interpretable Machine Learning Models and Symbolic Regressions Reveal Transfer of Per- and Polyfluoroalkyl Substances (PFASs) in Plants: A New Small-Data Machine Learning Method to Augment Data and Obtain Predictive Equations
द्वारा: Yuan Zhang, और अन्य
प्रकाशित: (2025-07-01)

Predicting the Imbalanced Impact of Drugs on Microbial Abundance Using Multi-View Learning and Data Augmentation
द्वारा: Bei Zhu, और अन्य
प्रकाशित: (2025-05-01)

A Multi-Stage Framework for Kawasaki Disease Prediction Using Clustering-Based Undersampling and Synthetic Data Augmentation: Cross-Institutional Validation with Dual-Center Clinical Data in Taiwan
द्वारा: Heng-Chih Huang, और अन्य
प्रकाशित: (2025-07-01)

Emerging SMOTE and GAN Variants for Data Augmentation in Imbalance Machine Learning Tasks: A Review
द्वारा: Amadi G. Udu, और अन्य
प्रकाशित: (2025-01-01)

Symmetry-Based Data Augmentation Method for Deep Learning-Based Structural Damage Identification
द्वारा: Long Li, और अन्य
प्रकाशित: (2025-06-01)

Enhancing stroke prediction models: A mixing of data augmentation and transfer learning for small-scale dataset in machine learning
द्वारा: Imam Tahyudin, और अन्य
प्रकाशित: (2025-01-01)

Enhancing telemedicine service quality through sentiment analysis of user review dataset in IndonesiaMendeley Data
द्वारा: Edi Sutoyo, और अन्य
प्रकाशित: (2025-08-01)

BDHerbalPlants: augmented and curated herbal plants image dataset for classificationMendeley Data
द्वारा: Sunzil Khandaker, और अन्य
प्रकाशित: (2025-08-01)

FedDAR: Federated Learning With Data-Quantity Aware Regularization for Heterogeneous Distributed Data
द्वारा: Youngjun Kwak, और अन्य
प्रकाशित: (2025-01-01)

Development of Digital NDT Methodology: Data Augmentation for Automated Fluorescent Penetrant Inspection of Aircraft Engine Blades
द्वारा: Milan T. Bril, और अन्य
प्रकाशित: (2025-03-01)

Monthly advance rate estimation of hard rock tunnel boring machine based on rock mass classification and data augmentation
द्वारा: Honggan Yu, और अन्य
प्रकाशित: (2025-08-01)

Welding Image Data Augmentation Method Based on LRGAN Model
द्वारा: Ying Wang, और अन्य
प्रकाशित: (2025-06-01)

Regularization for Unconditional Image Diffusion Models via Shifted Data Augmentation
द्वारा: Kensuke Nakamura, और अन्य
प्रकाशित: (2025-01-01)

Generative Artificial Intelligence for Synthetic Spectral Data Augmentation in Sensor-Based Plastic Recycling
द्वारा: Roman-David Kulko, और अन्य
प्रकाशित: (2025-07-01)

Efficient Method of Road Outlier Recognition Using Deep Learning Coupled with Data Augmentation Approach
द्वारा: Sarfaraz Natha, और अन्य
प्रकाशित: (2024-06-01)

Imputation of missing data for domain mean estimation using simple random sampling
द्वारा: Anoop Kumar, और अन्य
प्रकाशित: (2025-10-01)

Enhancing Highway Scene Understanding: A Novel Data Augmentation Approach for Vehicle-Mounted LiDAR Point Cloud Segmentation
द्वारा: Dalong Zhou, और अन्य
प्रकाशित: (2025-06-01)

Estimation of Sediment Grain Size Distribution Using Optical Image-Based Spatial Feature Representation Learning with Data Augmentation
द्वारा: Jongwon Choi, और अन्य
प्रकाशित: (2025-06-01)

The Data Drill: An Opportunity for Researchers to Practice Accessing and Interpreting Data
द्वारा: Sandi Caldrone, और अन्य
प्रकाशित: (2025-07-01)

DEVELOPMENT OF DATA MESH DATA PLATFORM WITH ML DOMAIN OF DATA ANALYSIS
द्वारा: M. Fostyak, और अन्य
प्रकाशित: (2024-09-01)

Traffic Prediction with Data Fusion and Machine Learning
द्वारा: Juntao Qiu, और अन्य
प्रकाशित: (2025-04-01)

Boosting Crowdsourced Annotation Accuracy: Small Loss Filtering and Augmentation-Driven Training
द्वारा: Yanming Fu, और अन्य
प्रकाशित: (2024-01-01)

Sample Denoising and Optimization Technique Based on Noise Filtering and Evolutionary Algorithms for Imbalanced Data Classification
द्वारा: Fhira Nhita, और अन्य
प्रकाशित: (2025-01-01)

Instance Segmentation Algorithm of Urban Street Scene Based on Data Augmentation and Feature Enhancement
द्वारा: LI Chengyan, और अन्य
प्रकाशित: (2024-04-01)

Hierarchical RUL Prediction for Turbofan Engines Based on Health Stage Classification and Change Point-Guided Data Augmentation
द्वारा: Kiymet Ensarioglu
प्रकाशित: (2025-01-01)

A Small-Sample Scenario Optimization Scheduling Method Based on Multidimensional Data Expansion
द्वारा: Yaoxian Liu, और अन्य
प्रकाशित: (2025-06-01)

Synergistic Multi-Model Approach for GPR Data Interpretation: Forward Modeling and Robust Object Detection
द्वारा: Hang Zhang, और अन्य
प्रकाशित: (2025-07-01)

Machine learning-based strategies for improving healthcare data quality: an evaluation of accuracy, completeness, and reusability
द्वारा: Agate Jarmakovica
प्रकाशित: (2025-07-01)

Virtual electromagnetic environment modeling based data augmentation for drone signal identification
द्वारा: Hanshuo Zhang, और अन्य
प्रकाशित: (2023-11-01)

Big data technologies in e-learning
द्वारा: Gyulara A. Mamedova, और अन्य
प्रकाशित: (2018-01-01)

Artificial intelligence methods and approaches to improve data quality in helthcare data
द्वारा: Jarmakoviča Agate
प्रकाशित: (2025-12-01)