Academic literature on the topic 'Nearest Mean Classifier'
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Journal articles on the topic "Nearest Mean Classifier"
Veenman, C. J., and M. J. T. Reinders. "The nearest subclass classifier: a compromise between the nearest mean and nearest neighbor classifier." IEEE Transactions on Pattern Analysis and Machine Intelligence 27, no. 9 (2005): 1417–29. http://dx.doi.org/10.1109/tpami.2005.187.
Full textChai, Jing, Hongwei Liu, Bo Chen, and Zheng Bao. "Large margin nearest local mean classifier." Signal Processing 90, no. 1 (2010): 236–48. http://dx.doi.org/10.1016/j.sigpro.2009.06.015.
Full textWidyadhana, Arya, Cornelius Bagus Purnama Putra, Rarasmaya Indraswari, and Agus Zainal Arifin. "A Bonferroni Mean Based Fuzzy K Nearest Centroid Neighbor Classifier." Jurnal Ilmu Komputer dan Informasi 14, no. 1 (2021): 65–71. http://dx.doi.org/10.21609/jiki.v14i1.959.
Full textEt. al., M. Shanmuganathan,. "ROBUST K-NEAREST NEIGHBOR CLASSIFIER AND NEAREST MEAN CLASSIFIER BASED INFORMATIVE KNOWLEDGE DISTILLATION FACE RECOGNITION." INFORMATION TECHNOLOGY IN INDUSTRY 9, no. 2 (2021): 418–24. http://dx.doi.org/10.17762/itii.v9i2.365.
Full textMehta, Sumet, Xiangjun Shen, Jiangping Gou, and Dejiao Niu. "A New Nearest Centroid Neighbor Classifier Based on K Local Means Using Harmonic Mean Distance." Information 9, no. 9 (2018): 234. http://dx.doi.org/10.3390/info9090234.
Full textSergioli, Giuseppe, Enrica Santucci, Luca Didaci, Jarosław A. Miszczak, and Roberto Giuntini. "A quantum-inspired version of the nearest mean classifier." Soft Computing 22, no. 3 (2017): 691–705. http://dx.doi.org/10.1007/s00500-016-2478-2.
Full textGou, Jianping, Wenmo Qiu, Zhang Yi, Yong Xu, Qirong Mao, and Yongzhao Zhan. "A Local Mean Representation-based K -Nearest Neighbor Classifier." ACM Transactions on Intelligent Systems and Technology 10, no. 3 (2019): 1–25. http://dx.doi.org/10.1145/3319532.
Full textGou, J., Z. Yi, L. Du, and T. Xiong. "A Local Mean-Based k-Nearest Centroid Neighbor Classifier." Computer Journal 55, no. 9 (2012): 1058–71. http://dx.doi.org/10.1093/comjnl/bxr131.
Full textGou, Jianping, Hongxing Ma, Weihua Ou, Shaoning Zeng, Yunbo Rao, and Hebiao Yang. "A generalized mean distance-based k-nearest neighbor classifier." Expert Systems with Applications 115 (January 2019): 356–72. http://dx.doi.org/10.1016/j.eswa.2018.08.021.
Full textMasparudin, Masparudin, Abdullah Abdullah, and Usman Usman. "SISTEM PREDIKSI KUALITAS SANTAN KELAPA MENGGUNAKAN NEAREST MEAN CLASSIFIER (NMC)." SISTEMASI 9, no. 3 (2020): 646. http://dx.doi.org/10.32520/stmsi.v9i3.1015.
Full textBooks on the topic "Nearest Mean Classifier"
Baillo, Amparo, Antonio Cuevas, and Ricardo Fraiman. Classification methods for functional data. Edited by Frédéric Ferraty and Yves Romain. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780199568444.013.10.
Full textBook chapters on the topic "Nearest Mean Classifier"
Skurichina, Marina, Liudmila I. Kuncheva, and Robert P. W. Duin. "Bagging and Boosting for the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy." In Multiple Classifier Systems. Springer Berlin Heidelberg, 2002. http://dx.doi.org/10.1007/3-540-45428-4_6.
Full textLoog, Marco. "Constrained Parameter Estimation for Semi-supervised Learning: The Case of the Nearest Mean Classifier." In Machine Learning and Knowledge Discovery in Databases. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-15883-4_19.
Full textAlhammami, Muhammad, Chee Pun Ooi, and Wooi-Haw Tan. "Violence Recognition Using Harmonic Mean of Distances and Relational Velocity with K-Nearest Neighbour Classifier." In Advances in Visual Informatics. Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-25939-0_12.
Full textGórecki, Tomasz, Maciej Łuczak, and Paweł Piasecki. "Similarity Forest for Time Series Classification." In Studies in Classification, Data Analysis, and Knowledge Organization. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-09034-9_19.
Full textYi, Jingrui, Qiang Rao, Qi Zhang, Junbao Zhang, Liya Song, and Hao Wu. "A Preliminary Study on the Effectiveness of K-Nearest Neighbor Algorithm Based on Local Mean for Classification of Bioinformatics Data." In Studies in Health Technology and Informatics. IOS Press, 2023. http://dx.doi.org/10.3233/shti230867.
Full textAggarwal, Ritu, and Suneet Kumar. "Missing Value Imputation and Estimation Methods for Arrhythmia Feature Selection Classification Using Machine Learning Algorithms." In Machine Learning Methods for Engineering Application Development. BENTHAM SCIENCE PUBLISHERS, 2022. http://dx.doi.org/10.2174/9879815079180122010013.
Full textTyagi, Rinki, and Geetanjali . "RMSE Computation and Detection of Ring P. Falciparum." In Artificial Intelligence and Communication Technologies. Soft Computing Research Society, 2023. http://dx.doi.org/10.52458/978-81-955020-5-9-76.
Full textViswavardhan, Reddy K., B. Hemapriya, B. Roja Reddy, and B. S. Premananda. "Performance Evaluation of ML Algorithms for Disease Prediction Using DWT and EMD Techniques." In Computational Intelligence and Machine Learning Approaches in Biomedical Engineering and Health Care Systems. BENTHAM SCIENCE PUBLISHERS, 2022. http://dx.doi.org/10.2174/9781681089553122010009.
Full textSuchindran, Pavithra, Vanithamani R., and Judith Justin. "Breast Cancer Detection Using Random Forest Classifier." In Research Anthology on Medical Informatics in Breast and Cervical Cancer. IGI Global, 2022. http://dx.doi.org/10.4018/978-1-6684-7136-4.ch030.
Full textSuchindran, Pavithra, Vanithamani R., and Judith Justin. "Breast Cancer Detection Using Random Forest Classifier." In Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments. IGI Global, 2021. http://dx.doi.org/10.4018/978-1-7998-6690-9.ch005.
Full textConference papers on the topic "Nearest Mean Classifier"
Chen, Siying. "A Functional Data Classifier Based on Bonferroni Mean Fuzzy K-Nearest Centroid Neighbor." In 2024 6th International Conference on Communications, Information System and Computer Engineering (CISCE). IEEE, 2024. http://dx.doi.org/10.1109/cisce62493.2024.10653437.
Full textMukahar, Nordiana, and Bakhtiar Affendi Rosdi. "Local Mean k-General Nearest Neighbor Classifier." In ICSCA 2021: 2021 10th International Conference on Software and Computer Applications. ACM, 2021. http://dx.doi.org/10.1145/3457784.3457828.
Full textLiu, Qingfeng, Ajit Puthenputhussery, and Chengjun Liu. "Novel general KNN classifier and general nearest mean classifier for visual classification." In 2015 IEEE International Conference on Image Processing (ICIP). IEEE, 2015. http://dx.doi.org/10.1109/icip.2015.7351113.
Full textJiang, Chunyu, Dian Liu, and Cheng Ma. "Interval-Valued Data Based Local Mean K-Nearest Neighbors Classifier." In 2023 IEEE 6th International Conference on Automation, Electronics and Electrical Engineering (AUTEEE). IEEE, 2023. http://dx.doi.org/10.1109/auteee60196.2023.10407827.
Full textLiu, Fangfei, Chenqing He, and Zhiming Chang. "An Improved Local Weighted Mean-Based k-Nearest Neighbor Classifier." In 2023 IEEE 6th International Conference on Automation, Electronics and Electrical Engineering (AUTEEE). IEEE, 2023. http://dx.doi.org/10.1109/auteee60196.2023.10408698.
Full textSun, Guohao, Yana Sun, and Fenfen Luo. "Generalized Minkowski Distance-Based Local Mean k-Nearest Neighbor Classifier." In 2023 IEEE International Conference on Image Processing and Computer Applications (ICIPCA). IEEE, 2023. http://dx.doi.org/10.1109/icipca59209.2023.10257763.
Full textMa, Hongxing, Jianping Gou, Weihua Ou, Shaoning Zeng, Yunbo Rao, and Hebiao Yang. "A new nearest neighbor classifier based on multi-harmonic mean distances." In 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC). IEEE, 2017. http://dx.doi.org/10.1109/spac.2017.8304246.
Full textWang, Enguang, Xiaojing Fu, and Tianyue Jiang. "Local Mean k-Nearest Neighbor Classifier with Gaussian-Kernel Distance Function." In 2023 IEEE International Conference on Image Processing and Computer Applications (ICIPCA). IEEE, 2023. http://dx.doi.org/10.1109/icipca59209.2023.10257845.
Full textTran, Tuan Minh, Xuan-May Thi Le, Vo Thanh Vinh, Hien T. Nguyen, and Tuan M. Nguyen. "A Weighted Local Mean-Based k-Nearest Neighbors Classifier for Time Series." In ICMLC 2017: 2017 the 9th International Conference on Machine Learning and Computing. ACM, 2017. http://dx.doi.org/10.1145/3055635.3056594.
Full textLei, Xin, Sichang Yang, and Longsheng Zhou. "Extensions of Local-Mean K-Nearest Neighbor Classifier with Various Distance Metrics." In 2023 IEEE 5th International Conference on Power, Intelligent Computing and Systems (ICPICS). IEEE, 2023. http://dx.doi.org/10.1109/icpics58376.2023.10235730.
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