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■ Abbreviation / Long Form : KNN / K-nearest neighbor algorithm

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Total Number of Papers: 33
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Abbreviation:   KNN  (>> Co-occurring Abbreviation)
Long Form:   K-nearest neighbor algorithm
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No. Year Title Co-occurring Abbreviation
2021 Advanced methods for missing values imputation based on similarity learning. MAE, NRMSE, RMSE
2021 An effective classification framework for brain-computer interface system design based on combining of fNIRS and EEG signals. BCI, EEG, KMCC-based, KMCCD-based, LDA, NIRS, SVM
2021 Analysing the effect of robotic gait on lower extremity muscles and classification by using deep learning. MLP, MS, RF, SCI, SVM
2021 Application of Machine-Learning Methods to Recognize mitoBK Channels from Different Cell Types Based on the Experimental Patch-Clamp Results. ---
2021 Diagnosis and prediction of COVID-19 severity: can biochemical tests and machine learning be used as prognostic indicators? ANN, DT, PLS-DA
2021 Fast and Green Method to Control Frauds of Geographical Origin in Traded Cuttlefish Using a Portable Infrared Reflective Instrument. SVM
2021 PIP-SNP: a pipeline for processing SNP data featured as linkage disequilibrium bin mapping, genotype imputing and marker synthesizing. LD, RIL, SNP
2021 Predicting Sarcopenia of Female Elderly from Physical Activity Performance Measurement Using Machine Learning Classifiers. 6mWT, IMU, TUG
2020 Classification of Watermelon Seeds Using Morphological Patterns of X-ray Imaging: A Comparison of Conventional Machine Learning and Deep Learning. LDA, QDA, SFS
10  2020 Diagnosis of Varroosis Based on Bee Brood Samples Testing with Use of Semiconductor Gas Sensors. ---
11  2020 Effectiveness of Sleep Apnea Detection Based on One vs. Two Symmetrical EEG Channels. PSG
12  2020 [Human activity recognition based on the inertial information and convolutional neural network]. CNN
13  2019 Optimization of the KNN Supervised Classification Algorithm as a Support Tool for the Implantation of Deep Brain Stimulators in Patients with Parkinson's Disease. DBS, MER, PD, STN
14  2018 New Multi-Keyword Ciphertext Search Method for Sensor Network Cloud Platforms. IQHC, MCS-IQHC, TF-IDF, VSM
15  2018 Research on a Mixed Gas Recognition and Concentration Detection Algorithm Based on a Metal Oxide Semiconductor Olfactory System Sensor Array. ICA, KPCA, MVRVM, PCA
16  2018 Two-point-based binary search trees for accelerating big data classification using KNN. ---
17  2017 Data Mining in HIV-AIDS Surveillance System : Application to Portuguese Data. HIV, NB, SVM
18  2017 Human action recognition based on kinematic similarity in real time. ---
19  2016 Discrimination of Apple Liqueurs (Nalewka) Using a Voltammetric Electronic Tongue, UV-Vis and Raman Spectroscopy. ---
20  2016 Identification of Brake Fluid Brands, New and Used Brake Fluid with Discriminant Analysis Based on Near-Infrared Transmittance Spectroscopy. BPNN, ELM, LDA, LS-SVM, PLS-DA, RBFNN, RF, SIMCA, SVM
21  2016 [Research on Space Target Recognition Algorithm Based on Spectral Information]. AWKH, SVM
22  2015 A comparison between different prediction models for invasive breast cancer occurrence in the French E3N cohort. AUC, E/O
23  2015 Classification of drug tablets using hyperspectral imaging and wavelength selection with a GAWLS method modified for classification. ---
24  2015 Designing a robust feature extraction method based on optimum allocation and principal component analysis for epileptic EEG signal classification. LDA, LS-SVM, NB, OA, OCA, PCA
25  2015 Identification of potential biomarkers to differentially diagnose solid pseudopapillary tumors and pancreatic malignancies via a gene regulatory network. PanNET, SPN, TFs
26  2014 [Identification of varieties of black bean using ground based hyperspectral imaging]. ELM, MSC, PCA, PLS-DA, SIMCA, SVM, WT
27  2014 [Producing area identification of Letinus edodes using mid-infrared spectroscopy]. MSC, PLS-DA, RVM, SIMCA, SVM
28  2014 [Study on the live state of Pieris rapaes using near infrared hypserspectral imaging technology]. BPNN, Bw, MA, PLS-DA, SPA, SVM
29  2013 Feature Selection for high Dimensional DNA Microarray data using hybrid approaches. BBO, IG, PPMC
30  2013 QRS detection using K-Nearest Neighbor algorithm (KNN) and evaluation on standard ECG databases. ---
31  2013 Rice seed cultivar identification using near-infrared hyperspectral imaging and multivariate data analysis. NIR, PLS-DA, RF, SIMCA, SVM
32  2006 Nearest neighbors by neighborhood counting. ---
33  2003 Validation of chemometric models for the determination of deoxynivalenol on maize by mid-infrared spectroscopy. ATR, DON, PCA/CA, PLS, RMSEC, RMSECV