A Case for Hubness Removal in High–Dimensional Multimedia Retrieval

A probabilistic approach to nearest-neighbor classification

Applying machine learning to automated segmentation of head and neck tumour volumes and organs at risk on radiotherapy planning CT and MRI scans

scholarly article by Carlton Chu et al published 30 August 2016 in F1000Research

Automated analysis of retinal imaging using machine learning techniques for computer vision

scientific article published on 05 July 2016

Automatic Categorization of Human-Coded and Evolved CoreWar Warriors

Categorizing Evolved CoreWar Warriors Using EM and Attribute Evaluation

Class imbalance and the curse of minority hubs

Clustering Evaluation in High-Dimensional Data

Correcting the hub occurrence prediction bias in many dimensions

article

Extracting the patterns of truthfulness from political information systems in Serbia

Hub Co-occurrence Modeling for Robust High-Dimensional kNN Classification

Hubness-Aware Classification, Instance Selection and Feature Construction: Survey and Extensions to Time-Series

article by Nenad Tomasev et al published 31 December 2014 in Studies in Computational Intelligence

Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor Classification

Hubness-Based Clustering of High-Dimensional Data

Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification

Hubness-aware kNN classification of high-dimensional data in presence of label noise

Hubness-aware shared neighbor distances for high-dimensional $$k$$ -nearest neighbor classification

Hubness-based fuzzy measures for high-dimensional k-nearest neighbor classification

Image Hub Explorer: Evaluating Representations and Metrics for Content-Based Image Retrieval and Object Recognition

Image hub explorer: evaluating representations and metrics for content-based image retrieval and object recognition

article published in 2014

Large language models encode clinical knowledge

scientific article published in 2023

Nearest Neighbor Voting in High-Dimensional Data: Learning from Past Occurrences

Nearest neighbor voting in high dimensional data: Learning from past occurrences

Object recognition in wikimage data based on local invariant image features

OntoGen extension for exploring image collections

Semantic web wiki: Social network analysis of page editing

Social Network Analysis of Ontology Edit Logs

Taming the Empirical Hubness Risk in Many Dimensions

The Role of Hubness in Clustering High-Dimensional Data

The Role of Hubness in Clustering High-Dimensional Data

The Role of Hubs in Cross-Lingual Supervised Document Retrieval

The influence of hubness on nearest-neighbor methods in object recognition

article published in 2011