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■ Abbreviation / Long Form : KNN / k-nearest neighbor

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Total Number of Papers: 1021
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Abbreviation:   KNN  (>> Co-occurring Abbreviation)
Long Form:   k-nearest neighbor
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No. Year Title Co-occurring Abbreviation
2022 A new COVID-19 intubation prediction strategy using an intelligent feature selection and K-NN method. DT, HOA, ML, MLP, SVM
2022 Development and Internal Validation of Supervised Machine Learning Algorithms for Predicting the Risk of Surgical Site Infection Following Minimally Invasive Transforaminal Lumbar Interbody Fusion. ACC, AUC, BMI, DT, EBL, HbA1c, MIS-TLIF, ML, MLP, NB, RF, SSI, SVM
2022 Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole-Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study. AUROC, EQ 5D 5L, RF, SPPB, TUG
2022 Usefulness of Machine Learning for Identification of Referable Diabetic Retinopathy in a Large-Scale Population-Based Study. ANN, AUC, RDR, XGBoost
2021 2D oriented covalent organic frameworks for alcohol-sensory synapses. CFs, COF, ECM, RRAMs
2021 A Bearing Fault Diagnosis Method Based on PAVME and MEDE. MEDE, PAVME
2021 A data-driven binary-classification framework for oil fingerprinting analysis. DTC, EVC, LRC, MA-steranes, RFC, SVC, TA-steranes
2021 A Gene-Based Machine Learning Classifier Associated to the Colorectal Adenoma-Carcinoma Sequence. ANN, CRC, DEGs, LM, RF
2021 A graph-based gene selection method for medical diagnosis problems using a many-objective PSO algorithm. DT, PSO, SVM
10  2021 A Holistic Performance Comparison for Lung Cancer Classification Using Swarm Intelligence Techniques. AFSO, BFO, DT, GO, KHO, MFO, NBC, SVM
11  2021 A machine learning approach for semi-automatic assessment of IADL dependence in older adults with wearable sensors. IADL, mHealth, RF, SS, SVM, TS
12  2021 A Machine Learning Approach to Predict the Added Sugar Content of Packaged Foods. MAE
13  2021 A Machine Learning Approach to Study Demographic Alterations in Honeybee Colonies Using SDS-PAGE Fingerprinting. ---
14  2021 A novel diagnostic and prognostic approach for unresponsive patients with anthroponotic cutaneous leishmaniasis using artificial neural networks. AUC, CL, LVQ, ML, MLP, ROC, SVM
15  2021 A Novel Hybrid Approach Based on Deep CNN Features to Detect Knee Osteoarthritis. CNN, HOG, KL, KOA, LBP, RF, ROI, SVM
16  2021 A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection. DTW, IMU
17  2021 A Personalized Medical Decision Support System Based on Explainable Machine Learning Algorithms and ECC Features: Data from the Real World. CBR, ECC, PMDSS-BCAD
18  2021 A prediction model based on DNA methylation biomarkers and radiological characteristics for identifying malignant from benign pulmonary nodules. AIC, AUC, LDCT, LR, PNs, RF, SVM
19  2021 A priori prediction of response in multicentre locally advanced breast cancer (LABC) patients using quantitative ultrasound and derivative texture methods. AAC, ASD, LABC, LDA, MBF, MDACC, NAC, SHSC, SI, SMH, SS, SVM-RBF
20  2021 A Proposal of Implementation of Sitting Posture Monitoring System for Wheelchair Utilizing Machine Learning Methods. DT, RF, SVM
21  2021 A radiomics method based on MR FS-T2WI sequence for diagnosing of autosomal dominant polycystic kidney disease progression. ADPKD, AUC, LASSO, LR, MLP, RF, ROC, SVM, VOI
22  2021 A Robust UWSN Handover Prediction System Using Ensemble Learning. DT, GNB, UWSNs, WSN
23  2021 A Sentiment Analysis Approach to Predict an Individual's Awareness of the Precautionary Procedures to Prevent COVID-19 Outbreaks in Saudi Arabia. COVID-19, NB, SVM, TF-IDF, WHO
24  2021 A Shrewd Artificial Neural Network-Based Hybrid Model for Pervasive Stress Detection of Students Using Galvanic Skin Response and Electrocardiogram Signals. ANN, BAG, ECG, GB, GSR, LR, RF, SVM
25  2021 A Spectral-Based Approach for BCG Signal Content Classification. BCG, GMM, HR, RR, SC, SFM
26  2021 A Survey of Recent Indoor Localization Scenarios and Methodologies. DOA, LKF, LOS, NLOS, NN, RSSI, RTT, SVM, TDOA
27  2021 A triple-classification radiomics model for the differentiation of pleomorphic adenoma, Warthin tumour, and malignant salivary gland tumours on the basis of diffusion-weighted imaging. ANOVA, AUC, DWI, LASSO, LR, MSGT, PA, ROC, SVM, WT
28  2021 An Analysis of Image Features Extracted by CNNs to Design Classification Models for COVID-19 and Non-COVID-19. CT, EB0, IV3, SVM, xDNN
29  2021 An analytical study of modified multi-objective Harris Hawk Optimizer towards medical data feature selection. CD, FS, HHO, MOALO, MOGA, MOQBHHO, TSFS
30  2021 An Automated System for ECG Arrhythmia Detection Using Machine Learning Techniques. CAD, LBBB, NOR, PAC, PVC, RBBB, RF, SVM
31  2021 An Automatized Contextual Marketing System Based on a Wi-Fi Indoor Positioning System. IPS, LAAS, SVM
32  2021 An empirical comparison of machine learning algorithms for the classification of brain signals to assess the impact of combined yoga and Sudarshan Kriya. DWT, EEG, SK, SVM
33  2021 An enhanced deep image model for glaucoma diagnosis using feature-based detection in retinal fundus. SVM
34  2021 An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks. ANN, DDoS, DT, IDS, IoT, LR, ML, NB, RF, SVM
35  2021 An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients. CAD, DT, LIME, LR, PDP, RF, SHAP, SVM, XAI, XGBoost
36  2021 An Improved Stacked Autoencoder for Metabolomic Data Classification. GD-SAE, HF-SAE, MSE, RA, SAE, SVM
37  2021 An Improvised Machine Learning Model Based on Mutual Information Feature Selection Approach for Microbes Classification. ISVM, LR, MI, MLP, QDA, SVM
38  2021 An integrated framework with machine learning and radiomics for accurate and rapid early diagnosis of COVID-19 from Chest X-ray. CXR, EBM, EBM, SVM
39  2021 An IoMT-Enabled Smart Healthcare Model to Monitor Elderly People Using Machine Learning Technique. DT, IoMT, ML, SHC, SVM
40  2021 An Overview of AI-Assisted Design-on-Simulation Technology for Reliability Life Prediction of Advanced Packaging. AI, ANN, ATCT, DoS, KRR, RF, RNN, SVR, WLP
41  2021 Apnea Detection in Polysomnographic Recordings Using Machine Learning Techniques. CNN
42  2021 Assessing Children's Fine Motor Skills With Sensor-Augmented Toys: Machine Learning Approach. DT, LR, SVM
43  2021 Auto-detection of cervical collagen and elastin in Mueller matrix polarimetry microscopic images using K-NN and semantic segmentation classification. CNN, MSE, PSNR, SAMMM, SHG, SSIM, TPEF
44  2021 Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals. ADASYN, ADHD, AS, CD, DWT, EEG, EMD
45  2021 Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning. AUC, CIREN, CT, RF
46  2021 Automated Triage System for Intensive Care Admissions during the COVID-19 Pandemic Using Hybrid XGBoost-AHP Approach. AHP, ANN, DT, ICUs, RF, SHAP, SVM, XGBoost
47  2021 Automatic Classification of the Korean Triage Acuity Scale in Simulated Emergency Rooms Using Speech Recognition and Natural Language Processing: a Proof of Concept Study. AUROC, BERT, CI, ED, KTAS, RF, SHAP, SVM
48  2021 Automatic identification of insomnia using optimal antisymmetric biorthogonal wavelet filter bank with ECG signals. ABWFB, CAP, ECG, EEG, JDBL, LSS, NREM, PSG, REM, SVM, SWS
49  2021 Automatic Premature Ventricular Contraction Detection Using Deep Metric Learning and KNN. ECG, PVCs
50  2021 Balanced Distribution Adaptation for Metal Oxide Semiconductor Gas Sensor Array Drift Compensation. BDA, JDA, MOS
51  2021 Bathroom activities monitoring for older adults by a wrist-mounted accelerometer using a hybrid deep learning model. ADLs, CNN, DT, LOSO, MLP, SVM
52  2021 Blockchain and ANFIS empowered IoMT application for privacy preserved contact tracing in COVID-19 pandemic. ANFIS
53  2021 Boolean logic algebra driven similarity measure for text based applications. DM, IR, ML, TF-IDF
54  2021 Brain Hemorrhage Classification in CT Scan Images Using Minimalist Machine Learning. AI, CT, IVH, ML, MLP, MML, NB, RF, SVM, X-AI
55  2021 Brain tumor classification using fine-tuned GoogLeNet features and machine learning algorithms: IoMT enabled CAD system. CAD, CNNs, IoMT, SVM
56  2021 Can the MMPI Predict Adult ADHD? An Approach Using Machine Learning Methods. ADHD, ASRS, AUC, LDA, ML, MMPI-2, MMPI-2-RF
57  2021 Cancer Classification with a Cost-Sensitive Naive Bayes Stacking Ensemble. FCBF, LIBSVM, RF
58  2021 Cardiovascular Disease Prediction by Machine Learning Algorithms Based on Cytokines in Kazakhs of China. CVD, DT, LR, ML, NB, RF, SVM, XGB
59  2021 Chemometrics analysis for the detection of dental caries via UV absorption spectroscopy. ICDAS, LDA, LR
60  2021 Classification and QSAR models of leukotriene A4 hydrolase (LTA4H) inhibitors by machine learning methods. LTA4, LTA4H, LTB4, MCC, MLR, QSAR, RF, SVM
61  2021 Classification Framework for Healthy Hairs and Alopecia Areata: A Machine Learning (ML) Approach. ML, SVM
62  2021 Classification Learning of Latent Bruise Damage to Apples Using Shortwave Infrared Hyperspectral Imaging. ESD, LDA, SVM
63  2021 Classification model for accuracy and intrusion detection using machine learning approach. IDS, NB, SVM
64  2021 Classification Models for COVID-19 Test Prioritization in Brazil: Machine Learning Approach. DT, GBM, LR, MLP, RF, SVM, XGBoost
65  2021 Classification of broiler behaviours using triaxial accelerometer and machine learning. SVM
66  2021 Classification of Cucumber Leaves Based on Nitrogen Content Using the Hyperspectral Imaging Technique and Majority Voting. ANN-BBO, ANN-HS, ANN-ICA, LDA, MV, RBF
67  2021 Classification of Lactate Level Using Resting-State EEG Measurements. BCI, EEG, FFT, IoT
68  2021 Classification of sleep apnea using EMD-based features and PSO-trained neural networks. BP, EMD, HRV, IMF, LDA, MLPNN, OSA, PSO, SVM
69  2021 Classifying sitting, standing, and walking using plantar force data. DA, DT, PF, SVMs
70  2021 Clinical risk assessment of chronic kidney disease patients using genetic programming. CKD, GP, ML, PSO
71  2021 CoAID-DEEP: An Optimized Intelligent Framework for Automated Detecting COVID-19 Misleading Information on Twitter. DT, LR, NB, RF, SVM
72  2021 Comparative Analysis for Prediction of Kidney Disease Using Intelligent Machine Learning Methods. CKD, DT, LR, ML
73  2021 Comparing the Prognostic Value of Stress Myocardial Perfusion Imaging by Conventional and Cadmium-Zinc Telluride Single-Photon Emission Computed Tomography through a Machine Learning Approach. CAD, ML, MPI, RF, SPECT, SVM
74  2021 Comparison of machine learning techniques for the identification of human activities from inertial sensors available in a mobile device after the application of data imputation techniques. HAR
75  2021 Comparison of methods for texture analysis of QUS parametric images in the characterization of breast lesions. AAC, ANN, ASD, GLCM, GLSZM, GRLM, LDA, LOOCV, MBF, QUS, SI, SS, SVM-RBF
76  2021 Comparison of new hyperspectral index and machine learning models for prediction of winter wheat leaf water content. CA, ERT, LWC, PLSR, RFR, x-Lw, x-Lw
77  2021 Comparison of Radiomic Models Based on Different Machine Learning Methods for Predicting Intracerebral Hemorrhage Expansion. BPNet, CIT, DCA, DT, HE, LASSO, NCCT, RF, ROC, SVM
78  2021 Comparison of Sensory Qualities in Eggs from Three Breeds Based on Electronic Sensory Evaluations. LDA, PCA, SVM, TPA
79  2021 Comparison of Supervised Machine Learning Algorithms for Classifying of Home Discharge Possibility in Convalescent Stroke Patients: A Secondary Analysis. AUC, DT, LDA, RF, SVM
80  2021 Computational Intelligence-Based Model for Mortality Rate Prediction in COVID-19 Patients. DL, DT, LR, ML, RF, XGBoost
81  2021 Computational Method for Classification of Avian Influenza A Virus Using DNA Sequence Information and Physicochemical Properties. AIAV, HA, NA, SVM
82  2021 Conditional Entropy: A Potential Digital Marker for Stress. CE, EEG, RSA
83  2021 Constructing Dynamic Brain Functional Networks via Hyper-Graph Manifold Regularization for Mild Cognitive Impairment Classification. ACC, AD, AUC, BFNs, DBFNs, HMR, MCI, MR, PC, SDBFNs, SEN, SPE
84  2021 Control of Newly-Designed Wearable Robotic Hand Exoskeleton Based on Surface Electromyographic Signals. DOFs, DT, MLP, ROM, SVM
85  2021 COVID-19 anomaly detection and classification method based on supervised machine learning of chest X-ray images. HOG, LBP, ROI, SVM
86  2021 COVID-19 cough classification using machine learning and global smartphone recordings. AUC, CNN, LR, LSTM, MLP, SFS, SMOTE, SVM
87  2021 Crash severity analysis of vulnerable road users using machine learning. RF, SVM, VRU
88  2021 Data-defined naive Bayes (DNB) based decision scheme for the nonlinear mitigation for OAM mode division multiplexed optical fiber communication. BER, DNB, OAM, RCF, SVM
89  2021 Data-driven gait analysis for diagnosis and severity rating of Parkinson's disease. EC, NB, PD, SVM, UPDRS, vGRF
90  2021 Decoding of Walking Imagery and Idle State Using Sparse Representation Based on fNIRS. BCI, fNIRS, LDA, LR, RMS, SRC, SVM
91  2021 Deep Metric Learning for Cervical Image Classification. AVE, DML, HPV, LMIC, VIA
92  2021 Deep Neural Networks Outperform the CAPRA Score in Predicting Biochemical Recurrence After Prostatectomy. BCR, DNN, PCa, RF, RP
93  2021 Detecting Subclinical Social Anxiety Using Physiological Data From a Wrist-Worn Wearable: Small-Scale Feasibility Study. EDA
94  2021 Detecting suicidal risk using MMPI-2 based on machine learning algorithm. AUCs, MINI, MMPI-2
95  2021 Detection and classification of lung diseases for pneumonia and Covid-19 using machine and deep learning techniques. ANN, LSTM, RNN, ROI, SVM
96  2021 Detection of ataxia in low disability MS patients by hybrid convolutional neural networks based on images of plantar pressure distribution. ANN, PwMS, SVM
97  2021 Detection of ataxia with hybrid convolutional neural network using static plantar pressure distribution model in patients with multiple sclerosis. ANN, PwMS, SVM
98  2021 Detection of breast cancer of various clinical stages based on serum FT-IR spectroscopy combined with multiple algorithms. ELM, FTIR, GA-SVM, GS-SVM, PLS, PSO-SVM, SMOTE, SNV
99  2021 Detection of Collaterals from Cone-Beam CT Images in Stroke. CBCT, GLCM, SVM
100  2021 Detection of focal and non-focal EEG signals using non-linear features derived from empirical wavelet transform rhythms. EEG, EWT, KW, SVM