Ricardo J. G. B. Campello

university of southern denmark

30H指数

96论文数

7.8K被引数

收录论文 20

发表时间

Intrinsic Dimension, Degrees of Freedom, Odds and Uniformity: A Unified Perspective 固有维度、自由度、概率与均匀性：统一视角

IF0

2026-01-01

PREAI

Bailey, James; Campello, Ricardo J. G. B.; Houle, Michael E.

On the Use of Relative Validity Indices for Comparing Clustering Approaches 关于相对有效性指数在聚类方法比较中的应用

ACM Transactions on Knowledge Discovery from Data

IF4.8

2025-09-08

PREAI

Luke W. Yerbury; Ricardo J. G. B. Campello; G. C. Livingston, Jr.; Mark Goldsworthy; Lachlan O’Neil

Comparing clustering approaches for smart meter time series: Investigating the influence of dataset properties on performance 比较智能电表时间序列的聚类方法：探究数据集属性对性能的影响

APPLIED ENERGY

IF11

2025-05-10

OAAI

Yerbury, Luke W.; Campello, Ricardo J. G. B.; Livingston Jr, G. C.; Goldsworthy, Mark; O'Neil, Lachlan

Bayesian label distribution propagation: A semi-supervised probabilistic k nearest neighbor classifier 贝叶斯标签分布传播: 一种半监督概率k近邻分类器

enterprise information systems

IF3.4

2025-03-01

PREAI

Gottcke, Jonatan M. N.; Zimek, Arthur; Campello, Ricardo J. G. B.

Cattle counting in the wild with geolocated aerial images in large pasture areas 在大型牧场区域使用地理位置的航空图像在野外进行牛计数

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2021-10-01

PREAI

Soares, V. H. A.; Ponti, M. A.; Goncalves, R. A.; Campello, R. J. G. B.

Efficient Computation and Visualization of Multiple Density-Based Clustering Hierarchies 多个基于密度的聚类层次的高效计算和可视化

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2021-08-01

OAAI

Neto, Antonio Cavalcante Araujo; Sander, Jorg; Campello, Ricardo J. G. B.; Nascimento, Mario A.

Hierarchical Density-Based Clustering Using MapReduce

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2021-03-01

OAAI

dos Santos, Joelson Antonio; Syed, Talat Iqbal; Naldi, Murilo C.; Campello, Ricardo J. G. B.; Sander, Joerg

Internal Evaluation of Unsupervised Outlier Detection

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2020-06-26

OAAI

Marques, Henrique O.; Campello, Ricardo J. G. B.; Sander, Jorg; Zimek, Arthur

Density-based clustering

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2019-10-29

OAAI

Campello, Ricardo J. G. B.; Kroeger, Peer; Sander, Jorg; Zimek, Arthur

Improving k-means through distributed scalable metaheuristics 通过分布式可扩展元启发式改进k-means

NEUROCOMPUTING

IF6.5

2017-07-01

PREAI

Oliveira, G. V.; Coutinho, F. P.; Campello, R. J. G. B.; Naldi, M. C.

Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2015-07-22

515

PREAI

Campello, Ricardo J. G. B.; Moulavi, Davoud; Zimek, Arthur; Sander, Joerg

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2014-09-01

PREAI

Horta, Danilo; Campello, Ricardo J. G. B.

Automatic aspect discrimination in data clustering

PATTERN RECOGNITION

IF7.6

2012-12-01

PREAI

Horta, Danilo; Campello, Ricardo J. G. B.

A Simpler and More Accurate AUTO-HDS Framework for Clustering and Visualization of Biological Data

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2012-11-01

PREAI

Campello, Ricardo J. G. B.; Moulavi, Davoud; Sander, Joerg

Collaborative Fuzzy Clustering Algorithms: Some Refinements and Design Guidelines

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2012-06-01

PREAI

Coletta, Luiz F. S.; Vendramin, Lucas; Hruschka, Eduardo Raul; Campello, Ricardo J. G. B.; Pedrycz, Witold

Generalized external indexes for comparing data partitions with overlapping categories

PATTERN RECOGNITION LETTERS

IF3.3

2010-07-01

PREAI

Campello, R. J. G. B.

A fuzzy extension of the Rand index and other related indexes for clustering and classification assessment

PATTERN RECOGNITION LETTERS

IF3.3

2007-05-01

159

PREAI

Campello, R. J. G. B.

A fuzzy extension of the silhouette width criterion for cluster analysis

FUZZY SETS AND SYSTEMS

IF2.7

2006-11-01

230

PREAI

Campello, R. J. G. B.; Hruschka, E. R.

Hierarchical fuzzy relational models: Linguistic interpretation and universal approximation

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2006-06-01

PREAI

Campello, Ricardo J. G. B.; Caradori do Amaral, Wagner

Modeling and linguistic knowledge extraction from systems using fuzzy relational models

FUZZY SETS AND SYSTEMS

IF2.7

2001-07-01

PREAI

Campello, RJGB; Amaral, WC

研究方向