Cover Image

On the Use of Labelled and Unlabelled Data to Improve Nearest Neighbor Classification

Fuente: Redalyc

Saved in:

Bibliographic Details
Main Author:	F. Vázquez
Format:	Artículo científico
Language:	en
Published:	Asociación Española para la Inteligencia Artificial 2006
Subjects:	Ingeniería
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Debiased Nearest Neighbors Framework for Multi-Label Text Classification
by: Cheng, Zifeng, et al.
Published: (2024)

Learnability with Partial Labels and Adaptive Nearest Neighbors
by: Errandonea, Nicolas A., et al.
Published: (2026)

Improving Large-Scale k-Nearest Neighbor Text Categorization with Label Autoencoders
by: Ribadas-Pena, Francisco J., et al.
Published: (2024)

An Improved k‐Nearest Neighbor Algorithm for Recognition and Classification of Thyroid Nodules
by: Xuesi Ma, et al.
Published: (2024)

Chaotic Synchronization in Nearest-Neighbor Coupled Networks of 3D CNNs
by: H. Serrano-Guerrero
Published: (2013)

Nearest Neighbor Classification for Classical Image Upsampling
by: Matthews, Evan, et al.
Published: (2024)

Efficient Banzhaf-Based Data Valuation for $k$-Nearest Neighbors Classification
by: Zhang, Guangyi, et al.
Published: (2026)

Nearest Neighbor Normalization Improves Multimodal Retrieval
by: Chowdhury, Neil, et al.
Published: (2024)

K-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data
by: Mishra, Gunjan, et al.
Published: (2024)

SOAR: Improved Indexing for Approximate Nearest Neighbor Search
by: Sun, Philip, et al.
Published: (2024)

SVD Provably Denoises Nearest Neighbor Data
by: Kannan, Ravindran, et al.
Published: (2026)

Beyond Nearest Neighbor Interpolation in Data Augmentation
by: Rukundo, Olivier
Published: (2025)

Label Noise Robustness for Domain-Agnostic Fair Corrections via Nearest Neighbors Label Spreading
by: Stromberg, Nathan, et al.
Published: (2024)

Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data
by: Ghorbanpour, Faeze, et al.
Published: (2025)

LexBoost: Improving Lexical Document Retrieval with Nearest Neighbors
by: Kulkarni, Hrishikesh, et al.
Published: (2024)

Discovering Data Structures: Nearest Neighbor Search and Beyond
by: Salemohamed, Omar, et al.
Published: (2024)

Efficient Data Shapley for Weighted Nearest Neighbor Algorithms
by: Wang, Jiachen T., et al.
Published: (2024)

Nearest Neighbor Dirichlet Mixtures
by: Chattopadhyay, Shounak, et al.
Published: (2020)

Nearest Neighbor Representations of Neurons
by: Kilic, Kordag Mehmet, et al.
Published: (2024)

Unsupervised Image Classification with Adaptive Nearest Neighbor Selection and Cluster Ensembles
by: Baydar, Melih, et al.
Published: (2025)

PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans
by: Giang, et al.
Published: (2023)

Sublinear Data Structures for Nearest Neighbor in Ultra High Dimensions
by: Herold, Martin G., et al.
Published: (2025)

An intelligent model for improving risk assessment in sterilization units using revised FMEA, fuzzy inference, k-Nearest Neighbors and support vector machine
by: Amine En-Naaoui
Published: (2023)

Non-Exchangeable Conformal Language Generation with Nearest Neighbors
by: Ulmer, Dennis, et al.
Published: (2024)

Adaptive Pseudo Label Selection for Individual Unlabeled Data by Positive and Unlabeled Learning
by: Yamane, Takehiro, et al.
Published: (2025)

Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification
by: Bates, Luke, et al.
Published: (2023)

Nearest Neighbor Representations of Neural Circuits
by: Kilic, Kordag Mehmet, et al.
Published: (2024)

Online Consistency of the Nearest Neighbor Rule
by: Dasgupta, Sanjoy, et al.
Published: (2024)

Variational Nearest Neighbor Gaussian Process
by: Wu, Luhuan, et al.
Published: (2022)

Attention Via Convolutional Nearest Neighbors
by: Kang, Mingi, et al.
Published: (2025)

Clustering the Nearest Neighbor Gaussian Process
by: Crisp, Ashlynn, et al.
Published: (2025)

Panorama: Fast-Track Nearest Neighbors
by: Ramani, Vansh, et al.
Published: (2025)

Nearest Neighbor Complexity and Boolean Circuits
by: DiCicco, Mason, et al.
Published: (2024)

Clustering the Nearest Neighbor Gaussian Process
by: Ashlynn Crisp, et al.
Published: (2026)

ANNE: Adaptive Nearest Neighbors and Eigenvector-based Sample Selection for Robust Learning with Noisy Labels
by: Cordeiro, Filipe R., et al.
Published: (2024)

Nearest Neighbors GParareal: Improving Scalability of Gaussian Processes for Parallel-in-Time Solvers
by: Gattiglio, Guglielmo, et al.
Published: (2024)

Improved Space-Efficient Approximate Nearest Neighbor Search Using Function Inversion
by: McCauley, Samuel
Published: (2024)

On Leveraging Unlabeled Data for Concurrent Positive-Unlabeled Classification and Robust Generation
by: Yu, Bing, et al.
Published: (2020)

Privacy-Preserving Approximate Nearest Neighbor Search on High-Dimensional Data
by: Liu, Yingfan, et al.
Published: (2025)

Nearest-Neighbor Density Estimation for Dependency Suppression
by: Anderson, Kathleen, et al.
Published: (2026)