Search Results - K NEAREST NEIGHBORS

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    Compressed kNN: K-Nearest Neighbors with Data Compression by Jaime Salvador–Meneses, Zoila Ruiz–Chavez, Jose Garcia–Rodriguez

    Published in Entropy (2019-02-01)
    “…The kNN (k-nearest neighbors) classification algorithm is one of the most widely used non-parametric classification methods, however it is limited due to memory consumption related to the size of the dataset, which makes them impractical to apply to large volumes of data. …”
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    Article
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    Consistency of the $k$-nearest neighbors rule for functional data by Younso, Ahmad

    Published in Comptes Rendus. Mathématique (2023-01-01)
    “…The problem of nonparametric classification by $k$-nearest neighbors rule in a general metric space will be considered. …”
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    REKOMENDASI KOMODITAS EKSPOR MENGGUNAKAN K-NEAREST NEIGHBOR by Sony Simare-mare, Henry Pandia

    Published in JSiI (Jurnal Sistem Informasi) (2023-09-01)
    “…Kata Kunci: Euclidean Distance, K-Nearest Neighbor, Komoditas Ekspor, Rekomendasi   …”
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    Information Retrieval Document Classified with K-Nearest Neighbor by Alifian Sukma, Badruz Zaman, Endah Purwanti

    Published in Record and Library Journal (2018-01-01)
    Subjects: “…Information Retrieval System, similarity, cosinus, k-Nearest Neighbor, Document Classification.…”
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    Article
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    Recognizing steel elements with BRDF and k-nearest neighbors by Adam Ciszkiewicz, Janusz Jaglarz, Tadeusz Uhl

    Published in Metrology and Measurement Systems (2023-11-01)
    “…The BRDF profiles were used in custom recognition software based on the K-nearest neighbors algorithm. In total, 140 variants of the classifier were tested and analyzed. …”
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    Information Retrieval Document Classified with K-Nearest Neighbor by Badruz Zaman, Endah Purwanti, Alifian Sukma

    Published in Record and Library Journal (2016-01-01)
    Subjects: “…information retrieval system, similarity, cosinus, k-nearest neighbor, document classification…”
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    Article
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    Implementation of K-Nearest Neighbor Algorithm for Customer Satisfaction by Sutan Faisal Sutan Faisal, Nurhayati Sutan Faisal

    “…This study aims to analyze customer satisfaction in Cikarang camera rental using the K Nearest Neighbor (KNN) algorithm. Customer satisfaction input attributes in this study include price, facilities, and dam loyalty services. …”
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    An Ensemble for Automatic Time Series Forecasting With K-Nearest Neighbors by Maria P. Frias, Francisco Martinez

    Published in IEEE Access (2025-01-01)
    “…In this paper a novel approach for automatically configuring a k-nearest neighbors regressor for univariate time series forecasting is presented. …”
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    APPLICATION OF ADASYN OVERSAMPLING TECHNIQUE ON K-NEAREST NEIGHBOR ALGORITHM by Herina Marlisa, Neva Satyahadewi, Nurfitri Imro'ah, Naomi Nessyana Debataraja

    Published in Barekeng (2024-07-01)
    “…The K-Nearest Neighbor Algorithm is a commonly used data mining algorithm for classification due to its effectiveness with large datasets and noise. …”
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    K-nearest neighbor performance for Nusantara scripts image transliteration by Anastasia Rita Widiarti

    Published in Jurnal Teknologi dan Sistem Komputer (2020-04-01)
    “…The concept of classification using the k-nearest neighbor (KNN) method is simple, easy to understand, and easy to be implemented in the system. …”
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