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R

Ricardo J. G. B. Campello

university of southern denmark

30H-index
96Paper Count
7.8KCitation Count
Published Papers 20
Publication Date
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Intrinsic Dimension, Degrees of Freedom, Odds and Uniformity: A Unified Perspective
errSIMILARITY SEARCH AND APPLICATIONS, SISAP 2025
IF0
err2026-01-01
err0
PREAI
errBailey, James; Campello, Ricardo J. G. B.; Houle, Michael E.
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errSave
On the Use of Relative Validity Indices for Comparing Clustering Approaches
errACM Transactions on Knowledge Discovery from Data
IF4.8
err2025-09-08
err0
PREAI
errLuke W. Yerbury; Ricardo J. G. B. Campello; G. C. Livingston, Jr.; Mark Goldsworthy; Lachlan O’Neil
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errSave
Comparing clustering approaches for smart meter time series: Investigating the influence of dataset properties on performance
errAPPLIED ENERGY
IF11
err2025-05-10
err0
errOAAI
errYerbury, Luke W.; Campello, Ricardo J. G. B.; Livingston Jr, G. C.; Goldsworthy, Mark; O'Neil, Lachlan
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errSave
Bayesian label distribution propagation: A semi-supervised probabilistic k nearest neighbor classifier
errenterprise information systems
IF3.4
err2025-03-01
err0
PREAI
errGottcke, Jonatan M. N.; Zimek, Arthur; Campello, Ricardo J. G. B.
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errSave
Cattle counting in the wild with geolocated aerial images in large pasture areas
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2021-10-01
err18
PREAI
errSoares, V. H. A.; Ponti, M. A.; Goncalves, R. A.; Campello, R. J. G. B.
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errSave
Efficient Computation and Visualization of Multiple Density-Based Clustering Hierarchies
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2021-08-01
err11
errOAAI
errNeto, Antonio Cavalcante Araujo; Sander, Jorg; Campello, Ricardo J. G. B.; Nascimento, Mario A.
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errSave
Hierarchical Density-Based Clustering Using MapReduce
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2021-03-01
err18
errOAAI
errdos Santos, Joelson Antonio; Syed, Talat Iqbal; Naldi, Murilo C.; Campello, Ricardo J. G. B.; Sander, Joerg
errShare
errSave
Internal Evaluation of Unsupervised Outlier Detection
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2020-06-26
err22
errOAAI
errMarques, Henrique O.; Campello, Ricardo J. G. B.; Sander, Jorg; Zimek, Arthur
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errSave
Density-based clustering
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2019-10-29
err85
errOAAI
errCampello, Ricardo J. G. B.; Kroeger, Peer; Sander, Jorg; Zimek, Arthur
errShare
errSave
Improving k-means through distributed scalable metaheuristics
errNEUROCOMPUTING
IF6.5
err2017-07-01
err23
PREAI
errOliveira, G. V.; Coutinho, F. P.; Campello, R. J. G. B.; Naldi, M. C.
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errSave
Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2015-07-22
err515
PREAI
errCampello, Ricardo J. G. B.; Moulavi, Davoud; Zimek, Arthur; Sander, Joerg
errShare
errSave
Similarity Measures for Comparing Biclusterings
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2014-09-01
err29
PREAI
errHorta, Danilo; Campello, Ricardo J. G. B.
errShare
errSave
Automatic aspect discrimination in data clustering
errPATTERN RECOGNITION
IF7.6
err2012-12-01
err12
PREAI
errHorta, Danilo; Campello, Ricardo J. G. B.
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errSave
A Simpler and More Accurate AUTO-HDS Framework for Clustering and Visualization of Biological Data
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2012-11-01
err3
PREAI
errCampello, Ricardo J. G. B.; Moulavi, Davoud; Sander, Joerg
errShare
errSave
Collaborative Fuzzy Clustering Algorithms: Some Refinements and Design Guidelines
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2012-06-01
err72
PREAI
errColetta, Luiz F. S.; Vendramin, Lucas; Hruschka, Eduardo Raul; Campello, Ricardo J. G. B.; Pedrycz, Witold
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errSave
Generalized external indexes for comparing data partitions with overlapping categories
errPATTERN RECOGNITION LETTERS
IF3.3
err2010-07-01
err29
PREAI
errCampello, R. J. G. B.
errShare
errSave
A fuzzy extension of the Rand index and other related indexes for clustering and classification assessment
errPATTERN RECOGNITION LETTERS
IF3.3
err2007-05-01
err159
PREAI
errCampello, R. J. G. B.
errShare
errSave
A fuzzy extension of the silhouette width criterion for cluster analysis
errFUZZY SETS AND SYSTEMS
IF2.7
err2006-11-01
err230
PREAI
errCampello, R. J. G. B.; Hruschka, E. R.
errShare
errSave
Hierarchical fuzzy relational models: Linguistic interpretation and universal approximation
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2006-06-01
err36
PREAI
errCampello, Ricardo J. G. B.; Caradori do Amaral, Wagner
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errSave
Modeling and linguistic knowledge extraction from systems using fuzzy relational models
errFUZZY SETS AND SYSTEMS
IF2.7
err2001-07-01
err23
PREAI
errCampello, RJGB; Amaral, WC
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errSave

Research Directions

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Co-authors
Cooperation Journals
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
J
James Bailey
H-index: 53 · Papers: 418
J
Jörg Sander
H-index: 47 · Papers: 166
A
Arthur Zimek
H-index: 43 · Papers: 183
P
Peer Kröger
H-index: 38 · Papers: 229
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