On the public citation graph

Explaining the Success of Nearest Neighbor Methods in Prediction

https://doi.org/10.1561/2200000064

0 signed · 103 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4831602openalex-extracted

Robust Quaternion Recursive Least Constrained Square Algorithm for Active Noise Control

inferred← citeshttps://doi.org/10.1002/9781394165513.ch6openalex-snapshot

Predicting the Risk of Gestational Diabetes Mellitus through Nearest Neighbor Classification

inferred← citeshttps://doi.org/10.1002/adem.202301423openalex-snapshot

Investigation of the Uniformity of Gel Shrinkage by Imaging Tracer Particles Using X‐Ray Microtomography

inferred← citeshttps://doi.org/10.1007/978-3-030-04666-8_1openalex-snapshot

A Preliminary Taxonomy for Machine Learning in VLSI CAD

inferred← citeshttps://doi.org/10.1007/978-3-030-44094-7_16openalex-snapshot

Is k Nearest Neighbours Regression Better Than GP?

inferred← citeshttps://doi.org/10.1007/978-3-030-67661-2_14openalex-snapshot

Metric Learning for Categorical and Ambiguous Features: An Adversarial Method

inferred← citeshttps://doi.org/10.1007/978-3-030-84721-0_38openalex-snapshot

Nearest Neighbor Forecasting Using Sparse Data Representation

inferred← citeshttps://doi.org/10.1007/978-3-031-22915-2_3openalex-snapshot

Analysis of the Performance of Data Mining Classification Algorithm for Diabetes Prediction

inferred← citeshttps://doi.org/10.1007/978-3-031-24628-9_5openalex-snapshot

Nearest-Neighbor Methods: A Modern Perspective

inferred← citeshttps://doi.org/10.1007/978-3-031-43999-5_26openalex-snapshot

MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities

inferred← citeshttps://doi.org/10.1007/978-981-16-0695-3_57openalex-snapshot

Comparative Study of Different Orange Data Mining Tool-Based AI Techniques in Image Classification

inferred← citeshttps://doi.org/10.1007/978-981-96-9435-8_14openalex-snapshot

Classification and Regression Error Bounds for Inhomogeneous Data with Applications to Wireless Networks

inferred← citeshttps://doi.org/10.1007/s00202-022-01728-9openalex-snapshot

State of charge estimation for Li-ion battery based intelligent algorithms

inferred← citeshttps://doi.org/10.1007/s00778-024-00874-9openalex-snapshot

DumpyOS: A data-adaptive multi-ary index for scalable data series similarity search

inferred← citeshttps://doi.org/10.1007/s10994-023-06378-xopenalex-snapshot

Consensus–relevance kNN and covariate shift mitigation

inferred← citeshttps://doi.org/10.1007/s11053-019-09525-1openalex-snapshot

Bakken Stratigraphic and Type Well-Log Learning Network for Transparent Prediction and Rigorous Data Mining

inferred← citeshttps://doi.org/10.1007/s11669-021-00874-0openalex-snapshot

Representation of Vapor-Liquid Equilibria Properties for Binary Mixtures Containing R1234ze(E) using Machine Learning Models

inferred← citeshttps://doi.org/10.1007/s11760-025-04509-6openalex-snapshot

Active control of impulsive noise based on a robust quaternion-valued adaptive algorithm with hyperbolic tangent function

inferred← citeshttps://doi.org/10.1007/s12046-023-02283-0openalex-snapshot

LOF weighted KNN regression ensemble and its application to a die manufacturing company

inferred← citeshttps://doi.org/10.1007/s12145-024-01323-5openalex-snapshot

Missing log prediction using machine learning perspectives: A case study from upper Assam basin

inferred← citeshttps://doi.org/10.1007/s12667-019-00347-xopenalex-snapshot

German country-wide renewable power generation from solar plus wind mined with an optimized data matching algorithm utilizing diverse variables

inferred← citeshttps://doi.org/10.1007/s13042-024-02525-5openalex-snapshot

Explainable label distribution learning by exploiting neighborhood

inferred← citeshttps://doi.org/10.1007/s13163-022-00436-zopenalex-snapshot

The k-nearest neighbors method in single index regression model for functional quasi-associated time series data

inferred← citeshttps://doi.org/10.1007/s13369-019-04003-5openalex-snapshot

A Novel Distance Metric Based on Differential Evolution

inferred← citeshttps://doi.org/10.1007/s40808-018-0543-9openalex-snapshot

Transparent open-box learning network provides auditable predictions for coal gross calorific value

inferred← citeshttps://doi.org/10.1007/s40808-019-00583-1openalex-snapshot

Sensitivity analysis and optimization capabilities of the transparent open-box learning network in predicting coal gross calorific value from underlying compositional variables

inferred← citeshttps://doi.org/10.1007/s40866-019-0074-0openalex-snapshot

Predicting Stability of a Decentralized Power Grid Linking Electricity Price Formulation to Grid Frequency Applying an Optimized Data-Matching Learning Network to Simulated Data

inferred← citeshttps://doi.org/10.1007/s41109-019-0145-0openalex-snapshot

A multi-armed bandit approach for exploring partially observed networks

inferred← citeshttps://doi.org/10.1007/s41748-026-01317-xopenalex-snapshot

Filling Data Gaps: Comparing Regression-based Models and Machine Learning Methods for Rainfall Time Series Reconstruction

inferred← citeshttps://doi.org/10.1007/s44290-024-00088-6openalex-snapshot

Spatial data modelling of atmospheric water availability and stress in Jharkhand, India

inferred← citeshttps://doi.org/10.1016/j.envpol.2025.127436openalex-snapshot

Application of a semi-variogram-based KNN algorithm in the spatial prediction of soil heavy metals

inferred← citeshttps://doi.org/10.1016/j.eswa.2023.120404openalex-snapshot

Sin-Cos-bIAVOA: A new feature selection method based on improved African vulture optimization algorithm and a novel transfer function to DDoS attack detection

inferred← citeshttps://doi.org/10.1016/j.eswa.2025.128567openalex-snapshot

FWLMkNN: Efficient functional K-nearest neighbor based on clustering and functional data analysis

inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.582openalex-snapshot

Symbolic regression of uncertainty-resilient inferential sensors for fault diagnostics

inferred← citeshttps://doi.org/10.1016/j.ijpe.2021.108157openalex-snapshot

Pragmatic real-time logistics management with traffic IoT infrastructure: Big data predictive analytics of freight travel time for Logistics 4.0

inferred← citeshttps://doi.org/10.1016/j.infoh.2026.06.001openalex-snapshot

Predicting Type 2 and gestational diabetes with balanced and explainable machine learning models

inferred← citeshttps://doi.org/10.1016/j.jappgeo.2019.103936openalex-snapshot

Bakken stratigraphic and type well log learning network exploited to predict and data mine shear wave acoustic velocity

inferred← citeshttps://doi.org/10.1016/j.marpetgeo.2019.07.026openalex-snapshot

Lithofacies and stratigraphy prediction methodology exploiting an optimized nearest-neighbour algorithm to mine well-log data

inferred← citeshttps://doi.org/10.1016/j.multra.2025.100222openalex-snapshot

STG-LSTM: Spatial-temporal graph-based long short-term memory for vehicle trajectory prediction

inferred← citeshttps://doi.org/10.1016/j.patcog.2021.107865openalex-snapshot

Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate

inferred← citeshttps://doi.org/10.1016/j.patcog.2024.111006openalex-snapshot

Residual k -Nearest Neighbors Label Distribution Learning

inferred← citeshttps://doi.org/10.1016/j.patcog.2025.111854openalex-snapshot

Label enhancement by manifold fusion of feature and label spaces

inferred← citeshttps://doi.org/10.1016/j.petlm.2018.12.001openalex-snapshot

Transparent open-box learning network and artificial neural network predictions of bubble-point pressure compared

inferred← citeshttps://doi.org/10.1016/j.petrol.2019.106587openalex-snapshot

Predicting porosity, permeability and water saturation applying an optimized nearest-neighbour, machine-learning and data-mining network of well-log data

inferred← citeshttps://doi.org/10.1016/j.procir.2020.03.028openalex-snapshot

Digital assistance system for target date planning in the initiation phase of large-scale projects

inferred← citeshttps://doi.org/10.1016/j.ref.2020.06.005openalex-snapshot

Country-wide German hourly wind power dataset mined to provide insight to predictions and forecasts with optimized data-matching machine learning

inferred← citeshttps://doi.org/10.1016/j.renene.2023.119795openalex-snapshot

A hybrid AHP-PROMETHEE II onshore wind farms multicriteria suitability analysis using kNN and SVM regression models in northeastern Greece

inferred← citeshttps://doi.org/10.1016/j.scs.2020.102227openalex-snapshot

Hourly-averaged solar plus wind power generation for Germany 2016: Long-term prediction, short-term forecasting, data mining and outlier analysis

inferred← citeshttps://doi.org/10.1016/j.sigpro.2026.110770openalex-snapshot

FxFEDS-ASLM-ELCC : Filtered-x fast Euclidean direction search algorithm based on ASLM with enhanced low-cost center clustering

inferred← citeshttps://doi.org/10.1021/acs.est.4c05658openalex-snapshot

Global Freight Transport Emissions Responsibility

inferred← citeshttps://doi.org/10.1038/s41598-021-01024-9openalex-snapshot

A priori prediction of local failure in brain metastasis after hypo-fractionated stereotactic radiotherapy using quantitative MRI and machine learning

inferred← citeshttps://doi.org/10.1038/s41598-021-94838-6openalex-snapshot

Neighbors-based prediction of physical function after total knee arthroplasty

inferred← citeshttps://doi.org/10.1063/5.0197603openalex-snapshot

Improved dense fog efficient removing technique using novel support vector machine compared over K-nearest neighbor with improved accuracy

inferred← citeshttps://doi.org/10.1080/07481756.2023.2170246openalex-snapshot

Initial Validation of the Counseling Center Assessment of Psychological Symptoms-62 for the Autistic College Population

inferred← citeshttps://doi.org/10.1093/imaiai/iaad027openalex-snapshot

Universal consistency of Wasserstein k-NN classifier: a negative and some positive results

inferred← citeshttps://doi.org/10.1109/access.2020.3016477openalex-snapshot

Predictability of Power Grid Frequency

inferred← citeshttps://doi.org/10.1109/camsap45676.2019.9022509openalex-snapshot

Scalable and Adaptive KNN for Regression Over Graphs

inferred← citeshttps://doi.org/10.1109/ciss.2019.8693043openalex-snapshot

Efficient learning of neighbor representations for boundary trees and forests

inferred← citeshttps://doi.org/10.1109/cvprw50498.2020.00135openalex-snapshot

Continual Learning for Anomaly Detection in Surveillance Videos

inferred← citeshttps://doi.org/10.1109/dese.2019.00033openalex-snapshot

Comprehensive Study of Diabetes Miletus Prediction Using Different Classification Algorithms

inferred← citeshttps://doi.org/10.1109/disa.2018.8490622openalex-snapshot

Nearest Neighbor Classification in Minkowski Quasi-Metric Space

inferred← citeshttps://doi.org/10.1109/icecct.2019.8869540openalex-snapshot

Classification and prediction of Orthopedic disease based on lumber and pelvic state of patients

inferred← citeshttps://doi.org/10.1109/icsintesa62455.2024.10748080openalex-snapshot

Sentiment Analysis Using K-NN Algorithm Through Random Search Cross Validation Approach

inferred← citeshttps://doi.org/10.1109/ita50056.2020.9244988openalex-snapshot

Universal Bayes Consistency in Metric Spaces

inferred← citeshttps://doi.org/10.1109/jphot.2022.3220400openalex-snapshot

Pointing-Error Correction of Optical Communication Terminals on Motion Platforms Based on a K-Nearest Neighbor Algorithm

inferred← citeshttps://doi.org/10.1109/lsp.2023.3284842openalex-snapshot

Augmented Least Lncosh Conjugate Gradient Adaptive Filtering

inferred← citeshttps://doi.org/10.1109/tifs.2025.3553067openalex-snapshot

On the Vulnerability of Retrieval in High Intrinsic Dimensionality Neighborhood

inferred← citeshttps://doi.org/10.1109/tit.2019.2950299openalex-snapshot

Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model

inferred← citeshttps://doi.org/10.1109/tit.2023.3317168openalex-snapshot

Federated Optimization of Smooth Loss Functions

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3297261openalex-snapshot

Large Margin Weighted k-Nearest Neighbors Label Distribution Learning for Classification

inferred← citeshttps://doi.org/10.1109/tsp.2020.2987053openalex-snapshot

Augmented Space Linear Models

inferred← citeshttps://doi.org/10.1134/s1995080222150148openalex-snapshot

Discussion about Properties of First Nearest Neighbor Graphs

inferred← citeshttps://doi.org/10.1142/s0218348x20400162openalex-snapshot

AN ADAPTIVE IMAGE SCALING ALGORITHM BASED ON CONTINUOUS FRACTION INTERPOLATION AND MULTI-RESOLUTION HIERARCHY PROCESSING

inferred← citeshttps://doi.org/10.1145/3287098.3287100openalex-snapshot

An interpretable produce price forecasting system for small and marginal farmers in India using collaborative filtering and adaptive nearest neighbors

inferred← citeshttps://doi.org/10.1145/3588965openalex-snapshot

Dumpy: A Compact and Adaptive Index for Large Data Series Collections

inferred← citeshttps://doi.org/10.1145/3767695.3769495openalex-snapshot

On the Interplay Between Graph Quality, Traversal Strategies, and Performance of ANN Retrieval Methods

inferred← citeshttps://doi.org/10.1214/21-ejs1974openalex-snapshot

Reweighting samples under covariate shift using a Wasserstein distance criterion

inferred← citeshttps://doi.org/10.1515/auto-2020-0007openalex-snapshot

Hybrid model approaches for compensating environmental influences in machine tools using integrated sensors

inferred← citeshttps://doi.org/10.1561/2200000114openalex-snapshot

An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes

inferred← citeshttps://doi.org/10.18297/etd/3733openalex-snapshot

Multilateratin index.

inferred← citeshttps://doi.org/10.21203/rs.3.rs-3578125/v1openalex-snapshot

Machine Learning-Driven Microchannel Geometry and Flow Dimensionless Parameters Optimization for Maximizing Heat Transfer

inferred← citeshttps://doi.org/10.21203/rs.3.rs-4664543/v1openalex-snapshot

Geospatial Analysis Applied to Epidemiological Studies of Rabies Disease: A Systematic Review

inferred← citeshttps://doi.org/10.2139/ssrn.5133673openalex-snapshot

Leveraging Assortment Similarities for Data-driven Demand Prediction

inferred← citeshttps://doi.org/10.21608/ijicis.2020.23149.1015openalex-snapshot

A Face Recognition System Based on Deep Learning (FRDLS) to Support the Entry and Supervision Procedures on Electronic Exams

inferred← citeshttps://doi.org/10.23919/splitech49282.2020.9243844openalex-snapshot

Pollution Prediction Model Using Data Collected by a Mobile Sensor Network

inferred← citeshttps://doi.org/10.26583/sv.15.1.02openalex-snapshot

Investigation of the Properties of First Nearest Neighbors’ Graphs

inferred← citeshttps://doi.org/10.26804/ager.2019.03.01openalex-snapshot

Reliable predictions of oil formation volume factor based on transparent and auditable machine learning approaches

inferred← citeshttps://doi.org/10.31224/osf.io/738bqopenalex-snapshot

Knowledge Transfer from Map to DNN: Use of Graph Convolutional Neural Network for Augmenting Visual Robot Self-localization System

inferred← citeshttps://doi.org/10.3233/ida-226750openalex-snapshot

Machine learning techniques for received signal strength indicator prediction

inferred← citeshttps://doi.org/10.3233/jifs-201073openalex-snapshot

Multi-criteria collaborative filtering using rough sets theory

inferred← citeshttps://doi.org/10.32604/cmc.2024.047898openalex-snapshot

A Novel Insertion Solution for the Travelling Salesman Problem

inferred← citeshttps://doi.org/10.3390/e26121010openalex-snapshot

Reduced Gaussian Kernel Filtered-x LMS Algorithm with Historical Error Correction for Nonlinear Active Noise Control

inferred← citeshttps://doi.org/10.3390/electronics12091971openalex-snapshot

Self-Supervised Learning for Online Anomaly Detection in High-Dimensional Data Streams

inferred← citeshttps://doi.org/10.3390/en14102852openalex-snapshot

Machine Learning-Based Classification of Electrical Low Voltage Cable Degradation

inferred← citeshttps://doi.org/10.3390/forecast3010015openalex-snapshot

Load Forecasting in an Office Building with Different Data Structure and Learning Parameters

inferred← citeshttps://doi.org/10.3390/met12050816openalex-snapshot

Data-Driven Modelling and Optimization of Energy Consumption in EAF

inferred← citeshttps://doi.org/10.3390/polym15204057openalex-snapshot

Prediction of Tribological Properties of UHMWPE/SiC Polymer Composites Using Machine Learning Techniques

inferred← citeshttps://doi.org/10.3390/s20123524openalex-snapshot

Use of Sensors and Analyzers Data for Load Forecasting: A Two Stage Approach

inferred← citeshttps://doi.org/10.35940/ijeat.b3574.129219openalex-snapshot

PSO Optimized Nearest Neighbor Algorithm

inferred← citeshttps://doi.org/10.5753/sbcup.2019.6583openalex-snapshot

Previsão de ocupação de anuros usando sensoriamento de variáveis ambientais e modelos Autocodificadores

inferred← citeshttps://doi.org/10.70675/1c7cb96bzd798z4fb1z96c2zb78d8a6377abopenalex-snapshot

Modèle de marge, analyse de sensibilité avec des marges et quantification d'incertitudes dans des graphes de fonctions pour des systèmes industriels complexes

inferred← citeshttps://doi.org/10.70675/7153dc52z3c48z4a31z8b7bzd0b3fa4a7b66openalex-snapshot

From weakly supervised learning to active labeling

inferred← citeshttps://doi.org/10.70675/cd255fa6z5234z4705z8278z676268e63b08openalex-snapshot

Détection d'anomalies dans les flux de données par structure d'indexation et approximation : Application à l'analyse en continu des flux de messages du système d'information de la SNCF

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.