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A Membership Probability–Based Undersampling Algorithm for Imbalanced Data 基于隶属度概率的不平衡数据欠采样算法
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2020-01-14 DOI: 10.1007/s00357-019-09359-9
Gilseung Ahn, You-Jin Park, S. Hur
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引用次数: 10
Lorenz Model Selection 洛伦兹模型选择
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2020-01-08 DOI: 10.1007/s00357-019-09358-w
Paolo Giudici, E. Raffinetti
{"title":"Lorenz Model Selection","authors":"Paolo Giudici, E. Raffinetti","doi":"10.1007/s00357-019-09358-w","DOIUrl":"https://doi.org/10.1007/s00357-019-09358-w","url":null,"abstract":"","PeriodicalId":50241,"journal":{"name":"Journal of Classification","volume":"37 1","pages":"754 - 768"},"PeriodicalIF":2.0,"publicationDate":"2020-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s00357-019-09358-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41932398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 13
Proximity Curves for Potential-Based Clustering 基于势的聚类的接近曲线
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2019-12-18 DOI: 10.1007/s00357-019-09348-y
A. Csenki, D. Neagu, Denis Torgunov, N. Micic
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引用次数: 2
An Optimal Weight Semi-Supervised Learning Machine for Neural Networks with Time Delay 时滞神经网络的最优权值半监督学习机
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2019-12-10 DOI: 10.1007/s00357-019-09352-2
Chengbo Lu, Ying Mei
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引用次数: 1
Using an Iterative Reallocation Partitioning Algorithm to Verify Test Multidimensionality 基于迭代再分配划分算法的测试多维度验证
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2019-10-01 DOI: 10.1007/s00357-019-09347-z
D. Steinley, M. Brusco
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引用次数: 1
High-Dimensional Clustering via Random Projections 基于随机投影的高维聚类
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2019-09-24 DOI: 10.1007/s00357-021-09403-7
L. Anderlucci, F. Fortunato, A. Montanari
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引用次数: 6
A General Framework for Dimensionality Reduction of K-Means Clustering K-均值聚类降维的一般框架
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2019-08-23 DOI: 10.1007/s00357-019-09342-4
Tong Wu, Yanni Xiao, Muhan Guo, F. Nie
{"title":"A General Framework for Dimensionality Reduction of K-Means Clustering","authors":"Tong Wu, Yanni Xiao, Muhan Guo, F. Nie","doi":"10.1007/s00357-019-09342-4","DOIUrl":"https://doi.org/10.1007/s00357-019-09342-4","url":null,"abstract":"","PeriodicalId":50241,"journal":{"name":"Journal of Classification","volume":"37 1","pages":"616 - 631"},"PeriodicalIF":2.0,"publicationDate":"2019-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s00357-019-09342-4","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49516090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
The δ-Machine: Classification Based on Distances Towards Prototypes δ-Machine:基于离原型距离的分类
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2019-08-22 DOI: 10.1007/s00357-019-09338-0
Beibei Yuan, W. Heiser, M. de Rooij
{"title":"The δ-Machine: Classification Based on Distances Towards Prototypes","authors":"Beibei Yuan, W. Heiser, M. de Rooij","doi":"10.1007/s00357-019-09338-0","DOIUrl":"https://doi.org/10.1007/s00357-019-09338-0","url":null,"abstract":"","PeriodicalId":50241,"journal":{"name":"Journal of Classification","volume":"36 1","pages":"442 - 470"},"PeriodicalIF":2.0,"publicationDate":"2019-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s00357-019-09338-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48775112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
MCC: a Multiple Consensus Clustering Framework MCC:多共识聚类框架
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2019-08-09 DOI: 10.1007/s00357-019-09318-4
Tao Li, Yi Zhang, Dingding Wang, Jian Xu
{"title":"MCC: a Multiple Consensus Clustering Framework","authors":"Tao Li, Yi Zhang, Dingding Wang, Jian Xu","doi":"10.1007/s00357-019-09318-4","DOIUrl":"https://doi.org/10.1007/s00357-019-09318-4","url":null,"abstract":"","PeriodicalId":50241,"journal":{"name":"Journal of Classification","volume":"36 1","pages":"414 - 434"},"PeriodicalIF":2.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s00357-019-09318-4","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45834595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Unequal Priors in Linear Discriminant Analysis 线性判别分析中的不等先验
IF 2 4区 计算机科学
Journal of Classification Pub Date : 2019-07-24 DOI: 10.1007/s00357-019-09336-2
C. V. Meegen, Sarah Schnackenberg, U. Ligges
{"title":"Unequal Priors in Linear Discriminant Analysis","authors":"C. V. Meegen, Sarah Schnackenberg, U. Ligges","doi":"10.1007/s00357-019-09336-2","DOIUrl":"https://doi.org/10.1007/s00357-019-09336-2","url":null,"abstract":"","PeriodicalId":50241,"journal":{"name":"Journal of Classification","volume":"37 1","pages":"598 - 615"},"PeriodicalIF":2.0,"publicationDate":"2019-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s00357-019-09336-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42065243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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