- Yikun Wang, Zhibin Pan, Jing Dong:
A new two-layer nearest neighbor selection method for kNN classifier. Knowl. Based Syst. 235: 107604 (2022) - Deba Prasad Dash, Maheshkumar H. Kolekar, Kamlesh Jha:
Surface EEG based epileptic seizure detection using wavelet based features and dynamic mode decomposition power along with KNN classifier. Multim. Tools Appl. 81(29): 42057-42077 (2022) - Rassoul Hajizadeh, Ali Aghagolzadeh, Mehdi Ezoji:
Mutual neighborhood and modified majority voting based KNN classifier for multi-categories classification. Pattern Anal. Appl. 25(4): 773-793 (2022) - Xiongtao Zhang, Yusuke Nojima, Hisao Ishibuchi, Wenjun Hu, Shitong Wang:
Prediction by Fuzzy Clustering and KNN on Validation Data With Parallel Ensemble of Interpretable TSK Fuzzy Classifiers. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 400-414 (2022) - V. Vivek, Rajat:
K-Nearest Neighbor (KNN), Soil Evaluation, Classifier and Accuracy. IC3I 2022: 698-705 - Aleksandra Schoepe, Magdalena Góras, Szymon Kielkowski:
Optimal Data Analysis Methods for Email Spam Detector Using KNNs and Bayes Classifierss. ICYRIME 2022: 16-23 - Danilo Samuel Jodas, Leandro Aparecido Passos, Ahsan Adeel, João Paulo Papa:
PL-kNN: A Parameterless Nearest Neighbors Classifier. CoRR abs/2209.12647 (2022) - 2021
- Omar Kherif, Youcef Benmahamed, Madjid Teguar, Ahmed Boubakeur, Sherif S. M. Ghoneim:
Accuracy Improvement of Power Transformer Faults Diagnostic Using KNN Classifier With Decision Tree Principle. IEEE Access 9: 81693-81701 (2021) - Mohamed A. Mahfouz, Amin A. Shoukry, Mohamed A. Ismail:
EKNN: Ensemble classifier incorporating connectivity and density into kNN with application to cancer diagnosis. Artif. Intell. Medicine 111: 101985 (2021) - Shanshan Liu, Pedro Reviriego, Paolo Montuschi, Fabrizio Lombardi:
Less-is-Better Protection (LBP) for memory errors in kNNs classifiers. Future Gener. Comput. Syst. 117: 401-411 (2021) - Micheal Olaolu Arowolo, Marion Olubunmi Adebiyi, Ayodele Ariyo Adebiyi, Oludayo O. Olugbara:
Optimized hybrid investigative based dimensionality reduction methods for malaria vector using KNN classifier. J. Big Data 8(1): 29 (2021) - Wiem Abbes, Dorra Sellami, Stella Marc-Zwecker, Cecilia Zanni-Merk:
Fuzzy decision ontology for melanoma diagnosis using KNN classifier. Multim. Tools Appl. 80(17): 25517-25538 (2021) - Arunit Maity, P. Prakasam, Sarthak Bhargava:
Machine learning based KNN classifier: towards robust, efficient DTMF tone detection for a Noisy environment. Multim. Tools Appl. 80(19): 29765-29784 (2021) - Hemant Choubey, Alpana Pandey:
A combination of statistical parameters for the detection of epilepsy and EEG classification using ANN and KNN classifier. Signal Image Video Process. 15(3): 475-483 (2021) - Liliya A. Demidova:
Two-Stage Hybrid Data Classifiers Based on SVM and kNN Algorithms. Symmetry 13(4): 615 (2021) - Malak Fora, Bilel Ben Atitallah, Khaldon Lweesy, Olfa Kanoun:
Hand Gesture Recognition Based on Force Myography Measurements using KNN Classifier. SSD 2021: 960-964 - Piotr Grochowalski, Anna Król, Wojciech Rzasa:
Radius kNN Classifier Using Aggregation of Fuzzy Equivalences. FUZZ-IEEE 2021: 1-6 - Ali Al-Taei, Mohammed Fadhil-Ibrahim, Nada Jasim Habeeb:
Optimizing the Performance of KNN Classifier for Human Activity Recognition. ICACDS (1) 2021: 373-385 - Xihui Wang, Pascale Kuntz, Frank Meyer, Vincent Lemaire:
Multi-Label kNN classifier with Online Dual Memory on data stream. ICDM (Workshops) 2021: 405-413 - Chang Cui Hun, Haniza Yazid, Muhammad Juhairi Aziz Safar, Khairul Shakir Ab Rahman:
Comparison Between K-Nearest Neighbor (KNN) and Decision Tree (DT) Classifier for Glandular Components. RoViSP 2021: 292-297 - Najeeb Ur Rehman Malik, Syed Abdul Rahman Abu-Bakar, Usman Ullah Sheikh:
Multiview Human Action Recognition System Based on OpenPose and KNN Classifier. RoViSP 2021: 890-895 - Linyang Li, Demin Song, Ruotian Ma, Xipeng Qiu, Xuanjing Huang:
KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier. CoRR abs/2110.02523 (2021) - 2020
- Zhiping Wang, Junying Na, Baoyou Zheng:
An Improved kNN Classifier for Epilepsy Diagnosis. IEEE Access 8: 100022-100030 (2020) - Nalini Singh, Satchidananda Dehuri:
Multiclass classification of EEG signal for epilepsy detection using DWT based SVD and fuzzy kNN classifier. Intell. Decis. Technol. 14(2): 239-252 (2020) - Poongothai Elango, Suruliandi Andavar:
Person re-identification using kNN classifier-based fusion approach. Int. J. Adv. Intell. Paradigms 16(2): 113-131 (2020) - Warda M. Shaban, Asmaa H. Rabie, Ahmed I. Saleh, M. A. Abo-Elsoud:
A new COVID-19 Patients Detection Strategy (CPDS) based on hybrid feature selection and enhanced KNN classifier. Knowl. Based Syst. 205: 106270 (2020) - Kuldeep Singh Yadav, Joyeeta Singha:
Facial expression recognition using modified Viola-John's algorithm and KNN classifier. Multim. Tools Appl. 79(19-20): 13089-13107 (2020) - Shuai Zheng, Chris Ding:
A group lasso based sparse KNN classifier. Pattern Recognit. Lett. 131: 227-233 (2020) - David Alan de Oliveira Ferreira, Richard Demo Souza, Celso B. Carvalho:
QA-kNN: Indoor Localization Based on Quartile Analysis and the kNN Classifier for Wireless Networks. Sensors 20(17): 4714 (2020) - B. Venkataramanaiah, J. Kamala:
ECG signal processing and KNN classifier-based abnormality detection by VH-doctor for remote cardiac healthcare monitoring. Soft Comput. 24(22): 17457-17466 (2020)