Novel Clustering Algorithm (RACAL) and a Partial Supervision Strategy for Classification

机译：新型聚类算法（RACAL）和分类的部分监管策略

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In this paper, a new radius based clustering algorithm is proposed. Its main objective is to map the distributions of the data by utilising the premise that clusters are determined by a distance parameter, without any specification of the number of cluste

机译：本文提出了一种新的基于半径的聚类算法。它的主要目的是通过利用距离参数确定聚类的前提来映射数据的分布，而无需指定簇数

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来源
《Machine Learning for Signal Processing, 2006 IEEE Workshop on; Maynooth,Ireland》||P.313-318|共6页
会议地点 MaynoothIreland
作者
Salem; S.A.; Nandi; A.K.;
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原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
pattern classification; pattern clustering; RACAL algorithm; data classification; data distributions; distance parameter; partial supervision strategy; radius based clustering algorithm; validity index;

机译：模式分类;模式聚类; RACAL算法;数据分类;数据分布;距离参数;局部监督策略;基于半径的聚类算法;有效性指标;

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1. Segmentation of retinal blood vessels using a novel clustering algorithm (RACAL) with a partial supervision strategy. [J] . Salem SA, Salem NM, Nandi AK Medical and Biological Engineering and Computing: Journal of the International Federation for Medical and Biological Engineering . 2007,第3期

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2. Augmentation Of A Nearest Neighbour Clustering Algorithm With A Partial Supervision Strategy For Biomedical Data Classification [J] . Sameh A. Salem, Nancy M. Salem, Asoke K. Nandi Expert Systems . 2009,第1期

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3. A Heuristic Algorithm of Possibilistic Clustering with Partial Supervision for Classification of the Intuitionistic Fuzzy Data [J] . JAN W. OWSIŃSKI, JANUSZ KACPRZYK, STANISLAU SHYRAI, Journal of multiple-valued logic and soft computing . 2018,第4期

机译：直觉模糊数据分类的可能性聚类启发式聚类算法。
4. Novel Clustering Algorithm (RACAL) and a Partial Supervision Strategy for Classification [C] . Salem S.A., Nandi A.K. IEEE Workshop on Machine Learning for Signal Processing . 2006

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5. Pattern classification and clustering algorithms with supervised and unsupervised neural networks in financial applications. [D] . Lee, Ki-Dong. 2001

机译：金融应用中具有监督和无监督神经网络的模式分类和聚类算法。
6. Teleconsultations between Patients and Healthcare Professionals in Primary Care in Catalonia: The Evaluation of Text Classification Algorithms Using Supervised Machine Learning [O] . Francesc López Seguí, Ricardo Ander Egg Aguilar, Gabriel de Maeztu, 2020

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7. Segmentation of retinal blood vessels using a novel clustering algorithm (racal) with a partial supervision strategy [O] . Sameh A. Salem, Nancy M. Salem, Asoke K. N 2015

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8. Value Focused Thinking Applications to Supervised Pattern Classification With Extensions to Hyperspectral Anomaly Detection Algorithms. [R] . Scanland, D. E. 2015

机译：具有扩展的高光谱异常检测算法的监督模式分类的价值聚焦思维应用。

Novel Clustering Algorithm (RACAL) and a Partial Supervision Strategy for Classification

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