Works about K-nearest neighbor classification

Results: 4821

Telescope indexing for k-nearest neighbor search algorithms over high dimensional data & large data sets.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09856-5

By:

K R, Madhavan;
Kurban, Hasan;
Kulekci, Oguzhan M.;
Dalkilic, Mehmet M.

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Article

SMOTE-ENN Resampling to Optimize Diabetes Prediction in Imbalanced Data.

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Ingénierie des Systèmes d'Information, 2025, v. 30, n. 5, p. 1163, doi. 10.18280/isi.300505

By:

Setiawan, Agustinus Eko;
Rustad, Supriadi;
Syukur, Abdul;
Soeleman, Moch Arief;
Akrom, Muhamad;
Setiawan, Andreas Wilson

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Article

Hyperparameter Optimization for CNN, K-NN, and Decision Tree in Handwritten Digit Classification.

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Ingénierie des Systèmes d'Information, 2025, v. 30, n. 5, p. 1201, doi. 10.18280/isi.3005208

By:

Ali, Yaqeen Saad;
Searan, Sura Mahroos;
Qasim, Rihab Hazim;
Aliesawi, Salah Awad

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Article

Detection of Heart Disease Using Binary Classification Machine Learning Model.

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Ingénierie des Systèmes d'Information, 2025, v. 30, n. 5, p. 1111, doi. 10.18280/isi.300501

By:

Abiodun, Ayodeji G.;
Ukandu, Obumneme Kelechi;
Emmanuel, Akinsanya Seye;
Udechukwu, Chinaemerem Sonia;
Olagbegi, Oladapo Michael;
Nadasan, Thayananthee;
Bakare, Olayemi

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Article

Predicting errors in accident hotspots and investigating satiotemporal, weather, and behavioral factors using interpretable machine learning: An analysis of telematics big data.

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PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0326483

By:

Golestani, Ali;
Rezaei, Nazila;
Malekpour, Mohammad-Reza;
Ahmadi, Naser;
Ataei, Seyed Mohammad-Navid;
Khosravi, Sepehr;
Jafari, Ayyoob;
Shahraz, Saeid;
Farzadfar, Farshad

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Article

Signal-to-event encoding parameter selection for multiple event classification with spiking neural networks.

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Frontiers in Neuroscience, 2025, p. 1, doi. 10.3389/fnins.2025.1610766

By:

Pabian, Mateusz;
Rzepka, Dominik;
Pawlak, Mirosław;
Miśkowicz, Marek;
Sroka, Ryszard

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Article

Significance of Multi-level Fusion in Multi-component Fault Diagnosis under Speed Varying Condition in Rotational Machinery.

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FME Transactions, 2025, v. 53, n. 1, p. 15, doi. 10.5937/fme2501015S

By:

Sowmya, S.;
Saimurugan, M.;
Edinbarough, Immanuel

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Article

Explainability graph neural networks with nearest neighbor estimate interpretations.

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Neural Computing & Applications, 2025, v. 37, n. 20, p. 15891, doi. 10.1007/s00521-025-11339-7

By:

Nguyen, Duy;
Le, Thanh;
Le, Bac

Publication type:

Article

Forecasting financial time series using a hybrid model with ICEEMDAN and multidimensional KNN-BP.

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Nonlinear Dynamics, 2025, v. 113, n. 15, p. 19635, doi. 10.1007/s11071-025-11185-1

By:

Pan, Yidi;
Lin, Aijing

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Article

Development and external validation of machine learning models for the early prediction of malnutrition in critically ill patients: a prospective observational study.

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BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03082-9

By:

Liu, Yi;
Xu, Yehua;
Guo, Lixia;
Chen, Zhongbin;
Xia, Xueqin;
Chen, Feng;
Tang, Li;
Jiang, Hua;
Xie, Caixia

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Article

Predictive prioritization of genes significantly associated with biotic and abiotic stresses in maize using machine learning algorithms.

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Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1611784

By:

Pradhan, Anjan Kumar;
Gandham, Prasad;
Rajasekaran, Kanniah;
Baisakh, Niranjan

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Article

GIS-Integrated Machine Learning Framework for Predicting Traffic Accident Hotspots: A Spatial Analysis Approach.

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SAR Journal (2619-9955), 2025, v. 8, n. 2, p. 176, doi. 10.18421/SAR82-08

By:

Agoylo Jr., Jose C.

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Article

Machine learning approach for predicting truck drivers' involvement in an injury accident.

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Sigma: Journal of Engineering & Natural Sciences / Mühendislik ve Fen Bilimleri Dergisi, 2025, v. 43, n. 3, p. 808, doi. 10.14744/sigma.2025.00072

By:

UMAR, Ibrahim Khalil

Publication type:

Article

Development and validation of machine learning classifiers for predicting treatment-needed retinopathy of prematurity.

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BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03057-w

By:

Shoeibi, Nasser;
Abrishami, Majid;
Hosseini, Seyedeh Maryam;
Ansari-Astaneh, Mohammad-Reza;
Farrahi, Razieh;
Gharib, Bahareh;
Neghabi, Fatemeh;
Abrishami, Mojtaba;
Sakhaee, Mehdi;
Motamed Shariati, Mehrdad

Publication type:

Article

Leveraging a foundation model zoo for cell similarity search in oncological microscopy across devices.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1480384

By:

Kalweit, Gabriel;
Klett, Anusha;
Silvestrini, Paula;
Rahnfeld, Jens;
Naouar, Mehdi;
Vogt, Yannick;
Infante, Diana;
Berger, Rebecca;
Duque-Afonso, Jesús;
Hartmann, Tanja Nicole;
Follo, Marie;
Bodurova-Spassova, Elitsa;
Lübbert, Michael;
Mertelsmann, Roland;
Boedecker, Joschka;
Ullrich, Evelyn;
Kalweit, Maria

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Article

Improving classifier decision boundaries and interpretability using nearest neighbors.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00369-8

By:

Schneider, Johannes;
Casanova, Arianna

Publication type:

Article

Machine learning-based analysis on pharmaceutical compounds interaction with polymer to estimate drug solubility in formulations.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-05535-7

By:

Obaidullah, Ahmad J.;
Mahdi, Wael A.

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Article

Research on APT Detection Model Based on Graph Attention Network and Auto-encoder.

Published in:

Engineering Letters, 2025, v. 33, n. 7, p. 2634

By:

Jiwang Sun;
Hong Dai;
Baiping Sun;
Xi Wei

Publication type:

Article

Machine learning for brain-stroke prediction: comparative analysis and evaluation.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 24025, doi. 10.1007/s11042-024-20057-6

By:

Bhowmick, Rahul;
Mishra, Soumya Ranjan;
Tiwary, Sanjeeb;
Mohapatra, Hitesh

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Article

Adaptive Extended Kalman Filter Based Indoor Positioning Algorithm Integrating Wi-Fi and PDR.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 2429

By:

Xin-Peng Zheng;
Lie-Ping Zhang;
Zhen-Tao Yu;
Cui Zhang

Publication type:

Article

Detection of Lung Cancer by Using Hybrid Classification Algorithm of CT Scan Images.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 2295

By:

Shamas, Shazia;
Sharma, Ishu;
Panda, Surya Narayan

Publication type:

Article

CHROMATIC K-NEAREST NEIGHBOR QUERIES.

Published in:

Journal of Computational Geometry, 2025, v. 16, n. 1, p. 65

By:

van der Horst, Thijs;
Löffler, Maarten;
Staals, Frank

Publication type:

Article

Prediction of Pedestrian Traffic Accident Severity and Evaluation of Driver and Pedestrian Faults.

Published in:

Journal of the Institute of Science & Technology / Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2025, v. 15, n. 2, p. 581, doi. 10.21597/jist.1594983

By:

BAŞ, Fatih İrfan

Publication type:

Article

A Robust Behavioral Biometrics Framework for Smartphone Authentication via Hybrid Machine Learning and TOPSIS.

Published in:

Journal of Cybersecurity & Privacy, 2025, v. 5, n. 2, p. 20, doi. 10.3390/jcp5020020

By:

Shuwandy, Moceheb Lazam;
Alasad, Qutaiba;
Hammood, Maytham M.;
Yass, Ayad A.;
Abdulateef, Salwa Khalid;
Alsharida, Rawan A.;
Qaddoori, Sahar Lazim;
Thalij, Saadi Hamad;
Frman, Maath;
Kutaibani, Abdulsalam Hamid;
Abd, Noor S.

Publication type:

Article

Connected Vehicles Security: A Lightweight Machine Learning Model to Detect VANET Attacks.

Published in:

World Electric Vehicle Journal, 2025, v. 16, n. 6, p. 324, doi. 10.3390/wevj16060324

By:

Elsadig, Muawia A.;
Altigani, Abdelrahman;
Mohamed, Yasir;
Mohamed, Abdul Hakim;
Kannan, Akbar;
Bashir, Mohamed;
Adiel, Mousab A. E.

Publication type:

Article

PV k NN: A Publicly Verifiable and Privacy-Preserving Exact k NN Query Scheme for Cloud-Based Location Services.

Published in:

Modelling, 2025, v. 6, n. 2, p. 44, doi. 10.3390/modelling6020044

By:

Li, Jingyi;
Song, Yuqi;
Tian, Chengliang;
Tian, Weizhong

Publication type:

Article

Human Action Recognition from Videos Using Motion History Mapping and Orientation Based Three-Dimensional Convolutional Neural Network Approach.

Published in:

Modelling, 2025, v. 6, n. 2, p. 33, doi. 10.3390/modelling6020033

By:

Arora, Ishita;
Gangadharappa, M.

Publication type:

Article

A comparative study of machine learning classifiers for intelligent fault diagnosis of electric vehicles based on FMECA data.

Published in:

Advances in Mechanical Engineering (Sage Publications Inc.), 2025, v. 17, n. 6, p. 1, doi. 10.1177/16878132251342413

By:

Boucerredj, Leila;
Benalia, Nadir

Publication type:

Article

Tennis Player Pose Recognition Algorithm Based on IMU Sensor and KNN.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S0129156425402062

By:

Chen, Yongming

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Article

Enhanced sentiment classification of phone brands on Twitter with a modified walrus optimizer and novel ensemble method.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 14299, doi. 10.1007/s00521-025-11194-6

By:

Elmokhtar, Gomaa;
Mohamed, Waleed M.;
El-Shafeiy, Engy;
Younis, Eman M. G.

Publication type:

Article

Risk factors and prediction of distant metastasis (DM) of colon adenocarcinoma: a logistic regression and machine learning study based on surveillance, epidemiology, and end results (SEER) database.

Published in:

BMC Cancer, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12885-025-14329-z

By:

Guo, Qiang;
Li, Junyun;
Wei, Zhe;
Xu, Jingjing;
Duan, Shaojun;
Li, Jianfeng;
Liu, Yaxi

Publication type:

Article

Sustainable date palm agriculture in Moroccan oases: AI and machine learning for prediction of Bayoud disease.

Published in:

Ecological Engineering & Environmental Technology (EEET), 2025, v. 26, n. 7, p. 299, doi. 10.12912/27197050/205194

By:

Alaoui, Youssef El Hilali;
Bouda, Said;
Khoudi, Zakaria;
Boutagayout, Abdellatif;
Mhammedi, Hajar;
Amar, Houria Ben;
Tariq Bouhlali, Eimad Dine;
Essarioui, Adil

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Article

A Novel Dataset for Early Cardiovascular Risk Detection in School Children Using Machine Learning.

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Technologies (2227-7080), 2025, v. 13, n. 6, p. 222, doi. 10.3390/technologies13060222

By:

Olivera Solís, Rafael Alejandro;
González Rodríguez, Emilio Francisco;
Castañeda Sheissa, Roberto;
Lorenzo-Ginori, Juan Valentín;
García, José

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Article

Fault Diagnosis and Identification of Abnormal Variables Based on Center Nearest Neighbor Reconstruction Theory.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 2035, doi. 10.3390/math13122035

By:

Wang, Guozhu;
Zhou, Ruizhe;
Li, Fei;
Li, Xiang;
Zhang, Xinmin

Publication type:

Article

Integrating Machine Learning and In Vitro Screening to Evaluate Drought and Temperature Stress Responses for Vicia Species.

Published in:

Processes, 2025, v. 13, n. 6, p. 1845, doi. 10.3390/pr13061845

By:

Okumuş, Onur;
Şimşek, Özhan;
Isak, Musab A.;
Şahin, Nilüfer Koçak;
Aydin, Adnan;
Eren, Barış;
Demirel, Fatih;
Kahramanoğulları, Cansu Telci;
Uzun, Satı;
Yaman, Mehmet

Publication type:

Article

Performance of Machine Learning Algorithms in Fault Diagnosis for Manufacturing Systems: A Comparative Analysis.

Published in:

Processes, 2025, v. 13, n. 6, p. 1624, doi. 10.3390/pr13061624

By:

Montejano Leija, Abner B.;
Ruiz Beltrán, Elvia;
Orozco Mora, Jorge L.;
Valdés Valadez, Jorge O.

Publication type:

Article

An IMU-Based Machine Learning System for Container Collision Position Identification.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 6, p. 1144, doi. 10.3390/jmse13061144

By:

Zhang, Xin;
Song, Zihan;
Park, Do-Myung;
Park, Byung-Kwon

Publication type:

Article

Multisensor Fault Diagnosis of Rolling Bearing with Noisy Unbalanced Data via Intuitionistic Fuzzy Weighted Least Squares Twin Support Higher-Order Tensor Machine.

Published in:

Machines, 2025, v. 13, n. 6, p. 445, doi. 10.3390/machines13060445

By:

Dong, Shengli;
Zhang, Yifang;
Wang, Shengzheng

Publication type:

Article

Machine-Learning-Based Classification of Electronic Devices Using an IoT Smart Meter.

Published in:

Informatics, 2025, v. 12, n. 2, p. 48, doi. 10.3390/informatics12020048

By:

da Costa Filho, Paulo Eugênio;
Marques, Leonardo Augusto de Aquino;
Lima, Israel da S. Felix de;
Sousa, Ewerton Leandro de;
Kreutz, Márcio Eduardo;
Neto, Augusto V.;
Cunha, Eduardo Nogueira;
Vieira, Dario

Publication type:

Article

Detecting Student Engagement in an Online Learning Environment Using a Machine Learning Algorithm.

Published in:

Informatics, 2025, v. 12, n. 2, p. 44, doi. 10.3390/informatics12020044

By:

Bellarhmouch, Youssra;
Majjate, Hajar;
Jeghal, Adil;
Tairi, Hamid;
Benjelloun, Nadia

Publication type:

Article

Investigate Schizophrenia Classification Based on EEG Electrode Reduction Using Machine Learning Techniques.

Published in:

Traitement du Signal, 2025, v. 42, n. 3, p. 1707, doi. 10.18280/ts.420340

By:

Al-Azzawi, Athar;
Uçan, Osman Nuri

Publication type:

Article

Optimized ANN Model for Predicting Buckling Strength of Metallic Aerospace Panels Under Compressive Loading.

Published in:

Metals (2075-4701), 2025, v. 15, n. 6, p. 666, doi. 10.3390/met15060666

By:

Khan, Shahrukh;
Rayhan, Saiaf Bin;
Rahman, Md Mazedur;
Sultana, Jakiya;
Varga, Gyula

Publication type:

Article

A Machine Learning based Frame Work for Predicting Overall Equipment Effectiveness with Environmental Factors in Additive Manufacturing.

Published in:

Journal of Mines, Metals & Fuels, 2025, v. 73, n. 6, p. 1499, doi. 10.18311/jmmf/2025/48823

By:

Mokhamatam, Aruna;
Prakash, K. R.;
Sharmila, B. S.;
Divya, H. V.

Publication type:

Article

An interpretable machine learning model for predicting depression in middle-aged and elderly cancer patients in China: a study based on the CHARLS cohort.

Published in:

BMC Psychiatry, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12888-025-07074-x

By:

Xiao, Yue;
Zhao, Zejin;
Su, Chen-guang;
Li, Jian;
Liu, Jinlong

Publication type:

Article

Optimal assortment of methods to mitigate the imbalance power in the day-ahead market.

Published in:

Electrical Engineering, 2025, v. 107, n. 6, p. 7933, doi. 10.1007/s00202-025-02950-x

By:

Pothireddy, Krishna Mohan Reddy;
Vuddanti, Sandeep;
Salkuti, Surender Reddy

Publication type:

Article

Interpretable machine learning for predicting isolated basal septal hypertrophy.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0325992

By:

Gao, Lei;
Tian, Boyan;
Jia, Qiqi;
He, Xingyu;
Zhao, Guannan;
Wang, Yueheng

Publication type:

Article

Unlocking Retail Insights: Predictive Modeling and Customer Segmentation Through Data Analytics.

Published in:

Journal of Theoretical & Applied Electronic Commerce Research, 2025, v. 20, n. 2, p. 59, doi. 10.3390/jtaer20020059

By:

Tang, Juan

Publication type:

Article

A Multi-Feature Fusion Approach for Road Surface Recognition Leveraging Millimeter-Wave Radar.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3802, doi. 10.3390/s25123802

By:

Qiu, Zhimin;
Shao, Jinju;
Guo, Dong;
Yin, Xuehao;
Zhai, Zhipeng;
Duan, Zhibing;
Xu, Yi

Publication type:

Article

Data-Driven Fault Detection and Diagnosis in Cooling Units Using Sensor-Based Machine Learning Classification.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3647, doi. 10.3390/s25123647

By:

Quispe-Astorga, Amilcar;
Coaquira-Castillo, Roger Jesus;
Utrilla Mego, L. Walter;
Herrera-Levano, Julio Cesar;
Concha-Ramos, Yesenia;
Sacoto-Cabrera, Erwin J.;
Moreno-Cardenas, Edison

Publication type:

Article

Annual Peak Runoff Forecasting Using Two-Stage Input Variable Selection-Aided k-Nearest-Neighbors Ensemble.

Published in:

Water Resources Management, 2025, v. 39, n. 8, p. 4135, doi. 10.1007/s11269-025-04149-y

By:

Sun, Wei;
Zeng, Decheng;
Chen, Shu;
Ren, Miaomiao;
Xie, Yutong

Publication type:

Article