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2004.04523
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k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples)

v1v2 (latest)

k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples)

ACM Computing Surveys (ACM CSUR), 2020

9 April 2020

Padraig Cunningham

Sarah Jane Delany

ArXiv (abs)PDF HTML

Papers citing "k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples)"

49 / 49 papers shown

BudgetLeak: Membership Inference Attacks on RAG Systems via the Generation Budget Side Channel

BudgetLeak: Membership Inference Attacks on RAG Systems via the Generation Budget Side Channel

309

0

0

15 Nov 2025

DINO-MX: A Modular & Flexible Framework for Self-Supervised Learning

DINO-MX: A Modular & Flexible Framework for Self-Supervised Learning

Mahmut S. Gokmen

Cody Bumgardner

166

1

0

03 Nov 2025

Provenance Networks: End-to-End Exemplar-Based Explainability

Provenance Networks: End-to-End Exemplar-Based Explainability

Anusha Madan Gopal

M. Anthony Lewis

160

0

0

03 Oct 2025

Transformer-Gather, Fuzzy-Reconsider: A Scalable Hybrid Framework for Entity Resolution

Transformer-Gather, Fuzzy-Reconsider: A Scalable Hybrid Framework for Entity Resolution

Mohammadreza Sharifi

Danial Ahmadzadeh

155

0

0

22 Sep 2025

A Comparison of Selected Image Transformation Techniques for Malware Classification

A Comparison of Selected Image Transformation Techniques for Malware Classification

Kunal Bhatnagar

120

0

0

13 Sep 2025

Beyond Rebalancing: Benchmarking Binary Classifiers Under Class Imbalance Without Rebalancing Techniques

Beyond Rebalancing: Benchmarking Binary Classifiers Under Class Imbalance Without Rebalancing Techniques

Shehroz S. Khan

201

1

0

09 Sep 2025

From Data to Decision: A Multi-Stage Framework for Class Imbalance Mitigation in Optical Network Failure Analysis

From Data to Decision: A Multi-Stage Framework for Class Imbalance Mitigation in Optical Network Failure Analysis

Yousuf Moiz Ali

Jaroslaw E. Prilepsky

Mohammad M. Hosseini

Pedro J. Freire

115

0

0

25 Aug 2025

Estimating 2D Camera Motion with Hybrid Motion Basis

Estimating 2D Camera Motion with Hybrid Motion Basis

173

0

0

30 Jul 2025

CodingHomo: Bootstrapping Deep Homography With Video Coding

CodingHomo: Bootstrapping Deep Homography With Video Coding

527

3

0

16 Apr 2025

Detecting and Mitigating DDoS Attacks with AI: A Survey

Detecting and Mitigating DDoS Attacks with AI: A Survey

Alexandru Apostu

Silviu Florin Gheorghe

Andrei Iulian Hiji

Radu Tudor Ionescu

255

6

0

22 Mar 2025

FeNeC: Enhancing Continual Learning via Feature Clustering with Neighbor- or Logit-Based Classification

FeNeC: Enhancing Continual Learning via Feature Clustering with Neighbor- or Logit-Based Classification

Kamil Książek

Hubert Jastrzębski

Krzysztof Pniaczek

664

0

0

18 Mar 2025

A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier

A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier

Farzana Tabassum

Abu Raihan Mostofa Kamal

267

4

0

12 Jan 2025

CAVE-Net: Classifying Abnormalities in Video Capsule Endoscopy

CAVE-Net: Classifying Abnormalities in Video Capsule Endoscopy

Syed Rameem Zahra

249

2

0

31 Dec 2024

Machine learning and natural language processing models to predict the
extent of food processing

Machine learning and natural language processing models to predict the extent of food processingJournal of Food Composition and Analysis (JFCA), 2024

113

4

0

23 Dec 2024

Machine learning-based classification for Single Photon Space Debris
Light Curves

Machine learning-based classification for Single Photon Space Debris Light CurvesActa Astronautica (AA), 2024

Nadine M. Trummer

Michael A. Steindorfer

Christiane Helling

180

6

0

27 Nov 2024

Classifier Enhanced Deep Learning Model for Erythroblast Differentiation
with Limited Data

Classifier Enhanced Deep Learning Model for Erythroblast Differentiation with Limited DataInternational Conference on Pattern Recognition (ICPR), 2024

Buddhadev Goswami

Adithya B. Somaraj

Prantar Chakrabarti

338

1

0

23 Nov 2024

Cost-informed dimensionality reduction for structural digital twin
technologies

Cost-informed dimensionality reduction for structural digital twin technologies

Keith Worden

Nikolaos Dervilis

215

0

0

17 Sep 2024

Unsupervised explainable activity prediction in competitive Nordic
Walking from experimental data

Unsupervised explainable activity prediction in competitive Nordic Walking from experimental dataIEEE Consumer Electronics Magazine (IEEE CEM), 2024

Silvia García-Méndez

Francisco de Arriba-Pérez

Francisco J. González Castaño

Javier Vales-Alonso

225

0

0

18 Jun 2024

Sources of Gain: Decomposing Performance in Conditional Average Dose
Response Estimation

Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation

Christopher Bockel-Rickermann

Toon Vanderschueren

333

2

0

12 Jun 2024

A Smartphone-Based Method for Assessing Tomato Nutrient Status through
Trichome Density Measurement

A Smartphone-Based Method for Assessing Tomato Nutrient Status through Trichome Density Measurement

134

2

0

30 Apr 2024

Integrating kNN with Foundation Models for Adaptable and Privacy-Aware
Image Classification

Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification

Sebastian Doerrich

Francesco Di Salvo

Christian Ledig

234

6

0

19 Feb 2024

LOSS-GAT: Label Propagation and One-Class Semi-Supervised Graph
Attention Network for Fake News Detection

LOSS-GAT: Label Propagation and One-Class Semi-Supervised Graph Attention Network for Fake News Detection

M. H. Chehreghani

Alireza Bagheri

229

8

0

13 Feb 2024

Hyper-STTN: Hypergraph Augmented Spatial-Temporal Transformer Network for Trajectory Prediction

Hyper-STTN: Hypergraph Augmented Spatial-Temporal Transformer Network for Trajectory Prediction

Byung-Cheol Min

368

5

0

12 Jan 2024

Optimizing Ego Vehicle Trajectory Prediction: The Graph Enhancement
Approach

Optimizing Ego Vehicle Trajectory Prediction: The Graph Enhancement Approach

281

1

0

20 Dec 2023

Task-Driven Causal Feature Distillation: Towards Trustworthy Risk
Prediction

Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction

292

13

0

20 Dec 2023

DoDo-Code: an Efficient Levenshtein Distance Embedding-based Code for 4-ary IDS Channel

DoDo-Code: an Efficient Levenshtein Distance Embedding-based Code for 4-ary IDS Channel

244

1

0

20 Dec 2023

A unified weighting framework for evaluating nearest neighbour classification

A unified weighting framework for evaluating nearest neighbour classification

372

3

0

28 Nov 2023

Enhancing Binary Code Comment Quality Classification: Integrating
Generative AI for Improved Accuracy

Enhancing Binary Code Comment Quality Classification: Integrating Generative AI for Improved Accuracy

Rohith Arumugam

85

1

0

14 Oct 2023

Ten Years of Generative Adversarial Nets (GANs): A survey of the
state-of-the-art

Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art

Tanujit Chakraborty

Ujjwal Reddy K S

Shraddha M. Naik

Madhurima Panja

304

149

0

30 Aug 2023

Large Language Models as Batteries-Included Zero-Shot ESCO Skills
Matchers

Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers

Benjamin Clavié

Guillaume Soulié

269

25

0

07 Jul 2023

Leaving the Lines Behind: Vision-Based Crop Row Exit for Agricultural
Robot Navigation

Leaving the Lines Behind: Vision-Based Crop Row Exit for Agricultural Robot Navigation

Rajitha de Silva

Grzegorz Cielniak

246

1

0

09 Jun 2023

LowDINO -- A Low Parameter Self Supervised Learning Model

LowDINO -- A Low Parameter Self Supervised Learning Model

Sai Krishna Prathapaneni

Shvejan Shashank

256

0

0

28 May 2023

A Random Projection k Nearest Neighbours Ensemble for Classification via
Extended Neighbourhood Rule

A Random Projection k Nearest Neighbours Ensemble for Classification via Extended Neighbourhood Rule

Muhammad Hamraz

Dost Muhammad Khan

88

2

0

21 Mar 2023

Global Proxy-based Hard Mining for Visual Place Recognition

Global Proxy-based Hard Mining for Visual Place RecognitionBritish Machine Vision Conference (BMVC), 2023

Philippe Giguère

235

10

0

28 Feb 2023

GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical
Flow Learning

GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow LearningInternational Journal of Computer Vision (IJCV), 2023

390

14

0

23 Jan 2023

PESC -- Parallel Experiment for Sequential Code

PESC -- Parallel Experiment for Sequential Code

Henrique C. T. Santos

215

2

0

13 Jan 2023

Demonstration-guided Optimal Control for Long-term Non-prehensile Planar
Manipulation

Demonstration-guided Optimal Control for Long-term Non-prehensile Planar ManipulationIEEE International Conference on Robotics and Automation (ICRA), 2022

Teguh Santoso Lembono

Sylvain Calinon

428

20

0

24 Dec 2022

Learning New Tasks from a Few Examples with Soft-Label Prototypes

Learning New Tasks from a Few Examples with Soft-Label PrototypesWorkshop on Representation Learning for NLP (RepL4NLP), 2022

Avyav Kumar Singh

Ekaterina Shutova

H. Yannakoudakis

445

2

0

31 Oct 2022

Investigation of a Machine learning methodology for the SKA pulsar
search pipeline

Investigation of a Machine learning methodology for the SKA pulsar search pipeline

Zaffirah Hosenie

160

3

0

09 Sep 2022

Integrating a Manual Pipette into a Collaborative Robot Manipulator for
Flexible Liquid Dispensing

Integrating a Manual Pipette into a Collaborative Robot Manipulator for Flexible Liquid Dispensing

142

2

0

04 Jul 2022

Performance Comparison of Simple Transformer and Res-CNN-BiLSTM for
Cyberbullying Classification

Performance Comparison of Simple Transformer and Res-CNN-BiLSTM for Cyberbullying Classification

Abhishek Gupta

250

4

0

05 Jun 2022

A k nearest neighbours classifiers ensemble based on extended
neighbourhood rule and features subsets

A k nearest neighbours classifiers ensemble based on extended neighbourhood rule and features subsets

Muhammad Hamraz

Dost Muhammad Khan

Saeed Aldahmani

204

3

0

30 May 2022

Detection of Tool based Edited Images from Error Level Analysis and
Convolutional Neural Network

Detection of Tool based Edited Images from Error Level Analysis and Convolutional Neural Network

Abhishek Gupta

151

6

0

19 Apr 2022

Combining Varied Learners for Binary Classification using Stacked
Generalization

Combining Varied Learners for Binary Classification using Stacked Generalization

Abhishek Gupta

281

10

0

17 Feb 2022

Vital Node Identification in Complex Networks Using a Machine
Learning-Based Approach

Vital Node Identification in Complex Networks Using a Machine Learning-Based ApproachSocial Science Research Network (SSRN), 2022

Ahmad Asgharian Rezaei

146

5

0

13 Feb 2022

Sub-Setting Algorithm for Training Data Selection in Pattern Recognition

Sub-Setting Algorithm for Training Data Selection in Pattern Recognition

167

2

0

13 Oct 2021

An Automated Data Engineering Pipeline for Anomaly Detection of IoT
Sensor Data

An Automated Data Engineering Pipeline for Anomaly Detection of IoT Sensor Data

198

7

0

28 Sep 2021

A unified logical framework for explanations in classifier systems

A unified logical framework for explanations in classifier systemsJournal of Logic and Computation (J. Log. Comput.), 2021

568

23

0

30 May 2021

Instance-based Counterfactual Explanations for Time Series
Classification

Instance-based Counterfactual Explanations for Time Series Classification

257

122

0

28 Sep 2020

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