Search Results - "KNN"

A novel region based neighbors searching classification algorithm for big data

Authors: Rajib Kumar Halder Mohammed Nasir Uddin Md Ashraf Uddin

Source: International Journal of Cognitive Computing in Engineering, Vol 6, Iss, Pp 516-536 (2025)

Subject Terms: Dynamic region partitioning, Ensemble learning, Electronic computers. Computer science, Science, Machine learning, K-nearest neighbors (KNN), Weighted K-nearest neighbors, QA75.5-76.95

Access URL: https://doaj.org/article/2dc46638277c4d45b67c7ec215394aa3

A New Triple-Weighted K-Nearest Neighbor Algorithm for Tomato Maturity Classification

Authors: Lidya, Lidya Ningsih Arif, Arif Mudi Priyatno dini, Addini Yusmar

Source: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi); Vol 9 No 4 (2025): August 2025; 955-962

Subject Terms: W-KNN, HSV, KNN, TW-KNN, DW-KNN, Tomato

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Access URL: https://jurnal.iaii.or.id/index.php/RESTI/article/view/6441

A HYBRID APPROACH FOR MALARIA CLASSIFICATION USING CNN-BASED FEATURE EXTRACTION AND TRADITIONAL MACHINE LEARNING CLASSIFIERS

Authors: omar Mohammed Alzakholi Walat A. Ahmed Bafreen N. Mohammed et al.

Source: Science Journal of University of Zakho, Vol 13, Iss 3 (2025)

Subject Terms: KNN estimator, Heart Disease Prediction, Logistic Regression, Support Vector Machine, Feature Selection, Linear Discriminant Analysis, Cleveland data, Web vulnerabilities, feature extraction, feature selection, data mining, supervised machine learning, phishing websites, cyber security, and phishing identification, Science, Malaria classification, Convolutional Neural Networks (CNNs), Malaria classification, Convolutional Neural Networks (CNN), Feature extraction, Random Forest, Logistic Regression, KNN, SVM, Gradient Boosting

Access URL: https://doaj.org/article/2cf7f4db31144ff290a19ea93d2a03f5

Essential oil from aerial parts of Salvia sclarea : A comprehensive study of antibacterial activity through chemical profiling, molecular interactions, and predictive modeling using QSAR_KNN_PCA

Authors: Ladjel-Mendil, Amina Amarni, Meriem Chelghoum, Hayet et al.

Contributors: Ladjel-Mendil, Amina Amarni, Meriem Chelghoum, Hayet et al.

Source: Journal of Essential Oil Bearing Plants. :1-18

Subject Terms: [CHIM.THEO] Chemical Sciences/Theoretical and/or physical chemistry, QSAR, [CHIM.THER] Chemical Sciences/Medicinal Chemistry, KNN, Molecular docking, Salvia sclarea, Antibacterial activity, [SDV.MP.BAC] Life Sciences [q-bio]/Microbiology and Parasitology/Bacteriology, Essential oil, [SDV.BV.BOT] Life Sciences [q-bio]/Vegetal Biology/Botanics

File Description: application/pdf

Access URL: https://hal.science/hal-05304149v1
https://hal.science/hal-05304149v1/document
https://doi.org/10.1080/0972060x.2025.2559656

Hydrogen bond descriptors of hydroxamic acids for use in drug design: A 2DQSPR Approach using kNN

Authors: Diwan , Jyoti Rajwade, Ram Prakash

Source: International Journal of Biological and Chemical Sciences; Vol. 19 No. 2 (2025); 811-821

Subject Terms: Hydroxamic acids, Hydrogen bond strength, QSPR, kNN

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Access URL: https://www.ajol.info/index.php/ijbcs/article/view/304216

Prophecies using Physics Involved Neural Networks (PINNs) for achieving the accuracy using AI Models in discrete Kinematics

Authors: Ramadoss, Ashok Kumar

Source: International Journal of Science and Research Archive. 16:444-453

Subject Terms: BDA, SVM, PINNs, KNN, ANNNs

Enhanced Machine Learning Model for CVD Prediction Using Principal Component Analysis (PCA)

Authors: Chaurasia, Shailendra Sachan, A.K

Source: International Journal for Global Academic & Scientific Research; Vol. 4 No. 2 (2025): International Journal for Global Academic & Scientific Research (IJGASR); 22-45

Subject Terms: Machine Learning, WHO, PCA, Heart Disease, Hybrid Model (Voting Classifier), Cardiovascular Disease (CVD), LR (Logistic Regression) and A MLP (Multi Layer Perceptron), Feature Selection, KNN (K-Nearest Neighbors), SVM (Support Vector Machine), UCI Dataset

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Access URL: https://journals.icapsr.com/index.php/ijgasr/article/view/202

Penerapan Algoritma K-Nearest Neighbors untuk Deteksi Serangan Network Flood Berbasis Supervised Learning

Authors: habibi, roni Widana, Naufal Dekha

Source: Jurnal Sains, Nalar, dan Aplikasi Teknologi Informasi; Vol. 4 No. 2 (2025); 129-137

Subject Terms: KNN, Network Flood, Deteksi Anomali, Supervised Learning, Keamanan Jaringan

File Description: application/pdf

Access URL: https://journal.uii.ac.id/jurnalsnati/article/view/38599

Anytime Case-Based Reasoning in Large-Scale Temporal Case Bases

Authors: Mülâyim, Mehmet Oǧuz

Thesis Advisors: Arcos, Josep Lluís

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Raonament basat en casos, Razonamiento basado en casos, Case-based reasoning, Algorismes anytime, Anytime algorithms, Knn, Tecnologies

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/671283

Prediction of Telkomsel 4G LTE Card Sales using The K-Nearest Neighbor Algorithm

Authors: Alfiana Fontes Martins Yasinta Oktaviana Legu Rema Debora Chrisinta et al.

Source: Jurnal ELTIKOM: Jurnal Teknik Elektro, Teknologi Informasi dan Komputer, Vol 9, Iss 1, Pp 57-68 (2025)

Subject Terms: model accuracy, card sales prediction, knn, Electrical engineering. Electronics. Nuclear engineering, Information technology, T58.5-58.64, TK1-9971

Access URL: https://doaj.org/article/d8165424e2c0463084b1430a399d51dc

Comparison of K-Nearest Neighbors and Naive Bayes Classifier Algorithms in Sentiment Analysis of 2024 Election in Twitter (X)

Authors: Lola Enjelia Yana Cahyana Rahmat et al.

Source: Journal of Applied Informatics and Computing, Vol 9, Iss 3, Pp 946-954 (2025)

Subject Terms: k-nearest neighbor (knn), 2024 election, sentiment analysis, twitter (x), Electronic computers. Computer science, naive bayes, QA75.5-76.95

Access URL: https://doaj.org/article/0bfba6f1bcc04b5aa731ec90ff3ca4a5

On the implications of a new statistical model and machine learning algorithms in music engineering

Authors: Cui Tianmeng Xintao Ma Dongmei Wang et al.

Source: Alexandria Engineering Journal, Vol 122, Iss, Pp 496-507 (2025)

Subject Terms: Sine function, Inverse Weibull distribution, KNN, Weibull distribution, TA1-2040, Engineering (General). Civil engineering (General), Cosine function, Music engineering

Access URL: https://doaj.org/article/fd4f327d06734adfa84cfb4c0f67f6b2

Comparison between Logistic Regression and K-Nearest Neighbour Techniques with Application on Thalassemia Patients in Mosul

Authors: Mohammed Al jbory Hutheyfa Taha

Source: المجلة العراقية للعلوم الاحصائية, Vol 22, Iss 1, Pp 151-167 (2025)

Subject Terms: knn model, machine learning, thalassemia disease prediction, Probabilities. Mathematical statistics, QA273-280

Access URL: https://doaj.org/article/71461cd2fc264f5d89cbd967f3664808

GOJEK DATA ANALYSIS THROUGH TEXT MINING USING SUPPORT VECTOR MACHINE (SVM) AND K-NEAREST NEIGHBOR (KNN)

Authors: Dian Nurdiana Muhamad Riyan Maulana Siti Hadijah Hasanah

Source: Barekeng, Vol 19, Iss 2, Pp 889-902 (2025)

Subject Terms: gojek, svm, knn, text mining, Probabilities. Mathematical statistics, QA273-280

Access URL: https://doaj.org/article/4b065a2ef83640ee98f178a0b1587cd3

A comparative study of statistical and intelligent classification models for predicting airlines passenger management satisfaction

Authors: Mohammed Alharithi Ehab M. Almetwally Omar Alotaibi et al.

Source: Alexandria Engineering Journal, Vol 119, Iss, Pp 99-110 (2025)

Subject Terms: Machine learning regression, K-Nearest Neighbor (KNN), Logistic regression, TA1-2040, Airline passenger satisfaction, Engineering (General). Civil engineering (General), Predictive modeling, Neural networks

Access URL: https://doaj.org/article/10b30c7091de485badd487c66beae8ef

Estimation of Daily Photovoltaic Power One Day Ahead With Hybrid Deep Learning and Machine Learning Models

Authors: Tuba T. Ağır

Source: Energy Science & Engineering, Vol 13, Iss 4, Pp 1478-1491 (2025)

Subject Terms: Technology, SVM, Science, KNN, hybrid LSTM‐KNN, daily PV power estimation, hybrid LSTM‐SVM, LSTM

Access URL: https://doaj.org/article/055c2af34699484ca42b735f1b897ef5

PCA and t-SNE Implementation for KNN Hypertension Classification Visualization

Authors: Cahyana Resky, Andi Aulia Lapendy, Jessica Crisfin Nur Risal, Andi Akram et al.

Source: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), Vol 9, Iss 1, Pp 175-184 (2025)
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi); Vol 9 No 1 (2025): February 2025; 175-184

Subject Terms: pca, PCA, hypertension, KNN, knn, Information technology, T58.5-58.64, t-SNE, t-sne, Systems engineering, TA168, Hypertension, Dimensionality Reduction, dimensionality reduction

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Access URL: https://doaj.org/article/e9f813f3cf1a4625b85e0c3cf174d9e8
http://jurnal.iaii.or.id/index.php/RESTI/article/view/6208

El Consumo Turístico nacional y extranjero en las comunidades autónomas de España (2002-2019)

Authors: Diana-Valeria Delgado-Campuzano Jazmin-Jessenia Peñafiel-León Byron-Wladimir Oviedo-Bayas et al.

Source: idUS. Depósito de Investigación de la Universidad de Sevilla
Universidad de Sevilla (US)

Subject Terms: Tourism demand, Consumption, Tourist destinations, Consumo turístico, Demanda turística, Destinos turísticos, Data analysis, Algoritmo KNN, Análisis de datos, KNN algorithm

File Description: application/pdf

Access URL: https://hdl.handle.net/11441/174248

Applying a Four-Way Factorial Experimental Model to Diagnose Optimum kNN Parameters for Precise Aboveground Biomass Mapping

Authors: Chinsu Lin Nova D. Doyog

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 479-495 (2025)

Subject Terms: information uncertainty, k-nearest neighbor (kNN) approach estimated AGB (kNN-AGB) modeling, carbon accounting, QC801-809, forest degradation, Geophysics. Cosmic physics, 04 agricultural and veterinary sciences, 01 natural sciences, Adaptable precision management, Ocean engineering, 0401 agriculture, forestry, and fisheries, TC1501-1800, Airborne laser scanning (ALS) lidar, 0105 earth and related environmental sciences

Access URL: https://doaj.org/article/696bfbb5a4434a04ac04dabcb0fa17d8

Automated Ripeness Detection of Oil Palm Fruit Using a Hybrid GLCM-HSV-KNN Model

Authors: Mirfan Billy Eden William Asrul Mila Jumarlis et al.

Source: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi); Vol 9 No 5 (2025): October 2025 (issue in progress); 1066-1077

Subject Terms: oil palm fruit ripeness, HSV, KNN, GLCM, image processing

File Description: application/pdf

Access URL: http://jurnal.iaii.or.id/index.php/RESTI/article/view/6683