A comparative study on concept drift detectors
- Author
- GONCALVES, Paulo M1 ; DE CARVALHO SANTOS, Silas G. T2 ; BARROS, Roberto S. M2 ; VIEIRA, Davi C. L2
[1] Instituto Federal de Educação, Ciência e Tecnologia de Pernambuco, Brazil
[2] Centro de Informática, Universidade Federal de Pernambuco, Brazil - Source
Expert systems with applications. 2014, Vol 41, Num 18, pp 8144-8156, 13 p ; ref : 3/4 p
- ISSN
- 0957-4174
- Scientific domain
- Computer science
- Publisher
- Elsevier, Amsterdam
- Publication country
- Netherlands
- Document type
- Article
- Language
- English
- Author keyword
- Comparison Concept drift detectors Data streams Time-changing data
- Keyword (fr)
- Analyse conceptuelle Analyse donnée Analyse multivariable Analyse statistique Détection défaut Métrique Nouveauté Plan expérience Plan factoriel Sondage statistique Taux fausse alarme Transmission en continu Distance de Mahalanobis Poursuite cible
- Keyword (en)
- Conceptual analysis Data analysis Multivariate analysis Statistical analysis Defect detection Metric Novelty Experimental design Factorial design Sample survey False alarm rate Streaming Mahalanobis distance Target tracking
- Keyword (es)
- Análisis conceptual Análisis datos Análisis multivariable Análisis estadístico Detección imperfección Métrico Novedad Plan experiencia Plan factorial Ecuesta estadística Porcentaje falsa alarma Transmisión fluyente Distancia de Mahalanobis Seguimiento de blanco
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02H Nonparametric inference
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02K Experimental design
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B04 Computer systems and distributed systems. User interface
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing
- Discipline
- Computer science : theoretical automation and systems Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 28741843
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.eswa.2014.07.019 
https://dx.doi.org/10.1016/j.eswa.2014.07.019
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