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

9 April 2020

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

40 / 40 papers shown

Title
CodingHomo: Bootstrapping Deep Homography With Video Coding Yike Liu Haipeng Li Shuaicheng Liu B. Zeng 141 2 0 16 Apr 2025
Detecting and Mitigating DDoS Attacks with AI: A Survey Alexandru Apostu Silviu Florin Gheorghe Andrei Iulian Hiji Nicolae Cleju A. Pătraşcu Cristian Rusu Radu Tudor Ionescu Paul Irofti AAML 69 0 0 22 Mar 2025
FeNeC: Enhancing Continual Learning via Feature Clustering with Neighbor- or Logit-Based Classification Kamil Książek Hubert Jastrzębski Bartosz Trojan Krzysztof Pniaczek Michał Karp Jacek Tabor CLL 243 0 0 18 Mar 2025
A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier T. Chowdhury Farzana Tabassum Sabrina Islam Abu Raihan Mostofa Kamal 79 0 0 12 Jan 2025
CAVE-Net: Classifying Abnormalities in Video Capsule Endoscopy Ishita Harish Saurav Mishra Neha Bhadoria Rithik Kumar Madhav Arora Syed Rameem Zahra Ankur Gupta 89 2 0 31 Dec 2024
Machine learning-based classification for Single Photon Space Debris Light Curves Nadine M. Trummer Amit Reza Michael A. Steindorfer Christiane Helling 77 0 0 27 Nov 2024
Classifier Enhanced Deep Learning Model for Erythroblast Differentiation with Limited Data Buddhadev Goswami Adithya B. Somaraj Prantar Chakrabarti Ravindra Gudi Nirmal Punjabi 86 0 0 23 Nov 2024
Cost-informed dimensionality reduction for structural digital twin technologies A. Hughes Keith Worden Nikolaos Dervilis T. Rogers 40 0 0 17 Sep 2024
Unsupervised explainable activity prediction in competitive Nordic Walking from experimental data Silvia García-Méndez Francisco de Arriba-Pérez Francisco J. González Castaño Javier Vales-Alonso 68 0 0 18 Jun 2024
Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation Christopher Bockel-Rickermann Toon Vanderschueren Tim Verdonck Wouter Verbeke CML 82 1 0 12 Jun 2024
A Smartphone-Based Method for Assessing Tomato Nutrient Status through Trichome Density Measurement Sho Ueda Xujun Ye 30 1 0 30 Apr 2024
Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification Sebastian Doerrich Tobias Archut Francesco Di Salvo Christian Ledig 46 4 0 19 Feb 2024
LOSS-GAT: Label Propagation and One-Class Semi-Supervised Graph Attention Network for Fake News Detection Batool Lakzaei M. H. Chehreghani Alireza Bagheri 53 1 0 13 Feb 2024
Hyper-STTN: Social Group-aware Spatial-Temporal Transformer Network for Human Trajectory Prediction with Hypergraph Reasoning Weizheng Wang Le Mao Baijian Yang Guohua Chen Byung-Cheol Min ViT HAI 85 3 0 12 Jan 2024
Optimizing Ego Vehicle Trajectory Prediction: The Graph Enhancement Approach Sushil Sharma Aryan Singh Ganesh Sistu M. Halton Ciarán Eising 46 1 0 20 Dec 2023
Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction Zhixuan Chu Mengxuan Hu Daixin Wang Longfei Li Sheng Li OOD CML 47 12 0 20 Dec 2023
DoDo-Code: a Deep Levenshtein Distance Embedding-based Code for IDS Channel and DNA Storage Alan J.X. Guo Sihan Sun Xiang Wei Mengyi Wei Xin Chen 52 1 0 20 Dec 2023
A unified weighting framework for evaluating nearest neighbour classification O. Lenz Henri Bollaert Chris Cornelis 38 2 0 28 Nov 2023
Enhancing Binary Code Comment Quality Classification: Integrating Generative AI for Improved Accuracy Rohith Arumugam Angel Deborah 17 0 0 14 Oct 2023
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 B. Manvitha 108 72 0 30 Aug 2023
Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers Benjamin Clavié Guillaume Soulié 93 13 0 07 Jul 2023
Leaving the Lines Behind: Vision-Based Crop Row Exit for Agricultural Robot Navigation Rajitha de Silva Grzegorz Cielniak Junfeng Gao 50 0 0 09 Jun 2023
LowDINO -- A Low Parameter Self Supervised Learning Model Sai Krishna Prathapaneni Shvejan Shashank K. SrikarReddy 108 0 0 28 May 2023
A Random Projection k Nearest Neighbours Ensemble for Classification via Extended Neighbourhood Rule Amjad Ali Muhammad Hamraz Dost Muhammad Khan Wajdan Deebani Zardad Khan 16 1 0 21 Mar 2023
Global Proxy-based Hard Mining for Visual Place Recognition A. Ali-bey B. Chaib-draa Philippe Giguère 41 6 0 28 Feb 2023
GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning Haipeng Li Kunming Luo B. Zeng Shuaicheng Liu 87 10 0 23 Jan 2023
PESC -- Parallel Experiment for Sequential Code Henrique C. T. Santos L. Souza J. Carvalho Tiago Ferreira 91 2 0 13 Jan 2023
Demonstration-guided Optimal Control for Long-term Non-prehensile Planar Manipulation Teng Xue Hakan Girgin Teguh Santoso Lembono Sylvain Calinon 107 17 0 24 Dec 2022
Learning New Tasks from a Few Examples with Soft-Label Prototypes Avyav Kumar Singh Ekaterina Shutova H. Yannakoudakis VLM 89 0 0 31 Oct 2022
Investigation of a Machine learning methodology for the SKA pulsar search pipeline S. Bhat P. Thiagaraj B. Stappers A. Ghalame Snehanshu Saha T. Sudarshan Zaffirah Hosenie 8 2 0 09 Sep 2022
Integrating a Manual Pipette into a Collaborative Robot Manipulator for Flexible Liquid Dispensing Junbo Zhang Weiwei Wan N. Tanaka M. Fujita Kensuke Harada 39 2 0 04 Jul 2022
Performance Comparison of Simple Transformer and Res-CNN-BiLSTM for Cyberbullying Classification Raunak Joshi Abhishek Gupta 87 3 0 05 Jun 2022
A k nearest neighbours classifiers ensemble based on extended neighbourhood rule and features subsets Amjad Ali Muhammad Hamraz Naz Gul Dost Muhammad Khan Zardad Khan Saeed Aldahmani 46 2 0 30 May 2022
Detection of Tool based Edited Images from Error Level Analysis and Convolutional Neural Network Abhishek Gupta Raunak Joshi R. Laban 52 5 0 19 Apr 2022
Combining Varied Learners for Binary Classification using Stacked Generalization Sruthi Nair Abhishek Gupta Raunak Joshi V. Chitre 53 8 0 17 Feb 2022
Vital Node Identification in Complex Networks Using a Machine Learning-Based Approach Ahmad Asgharian Rezaei Justin Munoz Mahdi Jalili H. Khayyam 39 5 0 13 Feb 2022
Sub-Setting Algorithm for Training Data Selection in Pattern Recognition AGaurav Arwade S. Ólafsson 20 1 0 13 Oct 2021
An Automated Data Engineering Pipeline for Anomaly Detection of IoT Sensor Data Xinze Li Baixi Zou 39 5 0 28 Sep 2021
A unified logical framework for explanations in classifier systems Xinghan Liu E. Lorini 67 12 0 30 May 2021
Instance-based Counterfactual Explanations for Time Series Classification Eoin Delaney Derek Greene Mark T. Keane CML AI4TS 53 91 0 28 Sep 2020