Collaborative data stream mining in ubiquitous environments using dynamic classifier selection

João Bártolo Gomes; Mohamed Medhat Gaber; Pedro A.C. Sousa; Ernestina Menasalvas

doi:10.1142/S0219622013500375

Collaborative data stream mining in ubiquitous environments using dynamic classifier selection

João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A.C. Sousa, Ernestina Menasalvas

Research output: Contribution to journal › Article › peer-review

5 Citations (Scopus)

Original language	English
Pages (from-to)	1287-1308
Number of pages	22
Journal	International Journal of Information Technology and Decision Making
Volume	12
Issue number	6
DOIs	https://doi.org/10.1142/S0219622013500375
Publication status	Published (VoR) - Nov 2013

Funding

The work of J.P. Bártolo Gomes was supported by a PhD Grant of the Portuguese Foundation for Science and Technology (FCT) and a mobility grant from Consejo Social of UPM that made possible his stay at the University of Portsmouth. This research is partially ¯nanced by project TIN2008-05924 of Spanish Ministry of Science and Innovation. Thanks to the FCT project KDUDS (PTDC/EIA-EIA/98355/ 2008).

Keywords

Collaborative data stream mining
concept drift
performance evaluation
ubiquitous knowledge discovery

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10.1142/S0219622013500375

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title = "Collaborative data stream mining in ubiquitous environments using dynamic classifier selection",

keywords = "Collaborative data stream mining, concept drift, performance evaluation, ubiquitous knowledge discovery",

author = "Gomes, \{Jo{\~a}o B{\'a}rtolo\} and Gaber, \{Mohamed Medhat\} and Sousa, \{Pedro A.C.\} and Ernestina Menasalvas",

note = "Funding Information: The work of J.P. B{\'a}rtolo Gomes was supported by a PhD Grant of the Portuguese Foundation for Science and Technology (FCT) and a mobility grant from Consejo Social of UPM that made possible his stay at the University of Portsmouth. This research is partially ¯nanced by project TIN2008-05924 of Spanish Ministry of Science and Innovation. Thanks to the FCT project KDUDS (PTDC/EIA-EIA/98355/ 2008).",

year = "2013",

month = nov,

doi = "10.1142/S0219622013500375",

language = "English",

volume = "12",

pages = "1287--1308",

journal = "International Journal of Information Technology and Decision Making",

issn = "0219-6220",

publisher = "World Scientific Publishing",

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T1 - Collaborative data stream mining in ubiquitous environments using dynamic classifier selection

AU - Gomes, João Bártolo

AU - Gaber, Mohamed Medhat

AU - Sousa, Pedro A.C.

AU - Menasalvas, Ernestina

N1 - Funding Information: The work of J.P. Bártolo Gomes was supported by a PhD Grant of the Portuguese Foundation for Science and Technology (FCT) and a mobility grant from Consejo Social of UPM that made possible his stay at the University of Portsmouth. This research is partially ¯nanced by project TIN2008-05924 of Spanish Ministry of Science and Innovation. Thanks to the FCT project KDUDS (PTDC/EIA-EIA/98355/ 2008).

PY - 2013/11

Y1 - 2013/11

KW - Collaborative data stream mining

KW - concept drift

KW - performance evaluation

KW - ubiquitous knowledge discovery

UR - https://www.scopus.com/pages/publications/84890491677

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DO - 10.1142/S0219622013500375

M3 - Article

AN - SCOPUS:84890491677

SN - 0219-6220

VL - 12

SP - 1287

EP - 1308

JO - International Journal of Information Technology and Decision Making

JF - International Journal of Information Technology and Decision Making

IS - 6

ER -

Collaborative data stream mining in ubiquitous environments using dynamic classifier selection

Funding

Keywords

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