Imagen de Portada

Enhancing Cocoa Pod Disease Classification via Transfer Learning and Ensemble Methods: Toward Robust Predictive Modeling

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Anduyan, Devina, Cabillo, Nyza, Gultiano, Navy, Pacot, Mark Phil
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Hybrid Multi-Stage Learning Framework for Edge Detection: A Survey
por: Pacot, Mark Phil, et al.
Publicado: (2025)

Deep Learning-Based Computational Model for Disease Identification in Cocoa Pods (Theobroma cacao L.)
por: Vera, Darlyn Buenaño, et al.
Publicado: (2024)

Robust Multi-Disease Retinal Classification via Xception-Based Transfer Learning and W-Net Vessel Segmentation
por: Gholizadeh, Mohammad Sadegh, et al.
Publicado: (2025)

CloudFort: Enhancing Robustness of 3D Point Cloud Classification Against Backdoor Attacks via Spatial Partitioning and Ensemble Prediction
por: Lan, Wenhao, et al.
Publicado: (2024)

Energy-Aware Ensemble Learning for Coffee Leaf Disease Classification
por: Moreira, Larissa Ferreira Rodrigues, et al.
Publicado: (2026)

Robust White Blood Cell Classification with Stain-Normalized Decoupled Learning and Ensembling
por: Le, Luu, et al.
Publicado: (2026)

Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN
por: Wu, Peihceng, et al.
Publicado: (2024)

Enhanced Few-Shot Class-Incremental Learning via Ensemble Models
por: Zhu, Mingli, et al.
Publicado: (2024)

Towards Robust Vision Transformer via Masked Adaptive Ensemble
por: Lin, Fudong, et al.
Publicado: (2024)

The PV-ALE Dataset: Enhancing Apple Leaf Disease Classification Through Transfer Learning with Convolutional Neural Networks
por: Akinyemi, Joseph Damilola, et al.
Publicado: (2024)

Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction
por: Santos, Paulo Henrique dos, et al.
Publicado: (2024)

Transfer Learning With Densenet201 Architecture Model For Potato Leaf Disease Classification
por: Charisma, Rifqi Alfinnur, et al.
Publicado: (2024)

Enhancing Retinal Disease Classification from OCTA Images via Active Learning Techniques
por: Thrasher, Jacob, et al.
Publicado: (2024)

Brain Tumor Classification from MRI Scans via Transfer Learning and Enhanced Feature Representation
por: Emran, Ahta-Shamul Hoque, et al.
Publicado: (2025)

Towards Robust 3D Pose Transfer with Adversarial Learning
por: Chen, Haoyu, et al.
Publicado: (2024)

Hierarchical Deep Feature Fusion and Ensemble Learning for Enhanced Brain Tumor MRI Classification
por: Ullah, Zahid, et al.
Publicado: (2025)

Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods
por: Poels, Yoeri, et al.
Publicado: (2025)

AgriMind: An Ensemble Deep Learning Framework for Multi-Class Plant Disease Classification
por: Koli, Salma Hoque Talukdar, et al.
Publicado: (2026)

Entropy-Enhanced Conformal Features from Ricci Flow for Robust Alzheimer's Disease Classification
por: Ahmadi, F., et al.
Publicado: (2025)

In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models
por: Wang, Hu, et al.
Publicado: (2025)

Towards Cybersickness Severity Classification from VR Gameplay Videos Using Transfer Learning and Temporal Modeling
por: Setu, Jyotirmay Nag, et al.
Publicado: (2025)

Attention-Enhanced Deep Learning Ensemble for Breast Density Classification in Mammography
por: Sharifian, Peyman, et al.
Publicado: (2025)

An Approach Towards Identifying Bangladeshi Leaf Diseases through Transfer Learning and XAI
por: Preotee, Faika Fairuj, et al.
Publicado: (2025)

Enhancing PTSD Outcome Prediction with Ensemble Models in Disaster Contexts
por: Siddiqua, Ayesha, et al.
Publicado: (2024)

Rethinking Model Ensemble in Transfer-based Adversarial Attacks
por: Chen, Huanran, et al.
Publicado: (2023)

Exploring Synergistic Ensemble Learning: Uniting CNNs, MLP-Mixers, and Vision Transformers to Enhance Image Classification
por: Bashar, Mk, et al.
Publicado: (2025)

Four-Stage Alzheimer's Disease Classification from MRI Using Topological Feature Extraction, Feature Selection, and Ensemble Learning
por: Ahmed, Faisal
Publicado: (2026)

Many-MobileNet: Multi-Model Augmentation for Robust Retinal Disease Classification
por: Wang, Hao, et al.
Publicado: (2024)

Strong Transferable Adversarial Attacks via Ensembled Asymptotically Normal Distribution Learning
por: Fang, Zhengwei, et al.
Publicado: (2022)

Towards Fair and Robust Volumetric CT Classification via KL-Regularised Group Distributionally Robust Optimisation
por: Johnny, Samuel, et al.
Publicado: (2026)

Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning Approach
por: Chen, Yifei, et al.
Publicado: (2024)

Robust and Explainable Fine-Grained Visual Classification with Transfer Learning: A Dual-Carriageway Framework
por: Zuo, Zheming, et al.
Publicado: (2024)

Enhancing Knowledge Transfer in Hyperspectral Image Classification via Cross-scene Knowledge Integration
por: Huo, Lu, et al.
Publicado: (2025)

FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy
por: Kapoor, Rishit, et al.
Publicado: (2024)

Retinal Disease Classification from Fundus Images using CNN Transfer Learning
por: Akram, Ali
Publicado: (2026)

Hybrid Ensemble Approaches: Optimal Deep Feature Fusion and Hyperparameter-Tuned Classifier Ensembling for Enhanced Brain Tumor Classification
por: Ullah, Zahid, et al.
Publicado: (2025)

Dense Cross-Connected Ensemble Convolutional Neural Networks for Enhanced Model Robustness
por: Wang, Longwei, et al.
Publicado: (2024)

A Domain-Adapted Lightweight Ensemble for Resource-Efficient Few-Shot Plant Disease Classification
por: Islam, Anika, et al.
Publicado: (2025)

Boosting Adversarial Transferability via Ensemble Non-Attention
por: Zou, Yipeng, et al.
Publicado: (2025)

Enhancing Skin Lesion Diagnosis with Ensemble Learning
por: Liu, Xiaoyi, et al.
Publicado: (2024)