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| World Bank |
| Oxford Scholarship Online Monographs |
| Rodopi |
| Elsevier |
| Springer |
| BRILL |
| World Bank |
| World Bank |
| Routledge, part of the Taylor & Francis Group |
| Oxford Scholarship Online Monographs |
| Routledge, part of the Taylor & Francis Group |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| Blackwell Publishing |
| Blackwell Publishing |
| Springer |
| Elsevier |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| Springer |
| World Bank |
| Oxford Scholarship Online Monographs |
| Elsevier |
| Elsevier |
| Routledge, part of the Taylor & Francis Group |
| Routledge, part of the Taylor & Francis Group |
| Oxford Scholarship Online Monographs |
| Carfax Publishing, part of the Taylor & Francis Group |
| Routledge, part of the Taylor & Francis Group |
| World Bank |
| Oxford Scholarship Online Monographs |
| World Bank |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| World Bank |
| Oxford Scholarship Online Monographs |
| Carfax Publishing, part of the Taylor & Francis Group |
| Oxford Scholarship Online Monographs |
| Routledge, part of the Taylor & Francis Group |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| World Bank |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| Routledge, part of the Taylor & Francis Group |
| Oxford Scholarship Online Monographs |
| Urban & Fischer |
| Elsevier |
| Blackwell Publishing |
| Springer |
| Springer |
| Springer |
| Springer |
| Springer |
| Palgrave Macmillan |
| Blackwell Publishing |
| Blackwell Publishing |
| Springer |
| Springer |
| Springer |
| Springer |
| Springer |
| Springer |
| Springer |
| Springer |
| Springer |
| Springer |
| Elsevier |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| World Bank |
| Springer |
| VSP, an imprint of Brill |
| World Bank |
| World Bank |
| Springer |
| Elsevier |
| World Bank |
| World Bank |
| Oxford Scholarship Online Monographs |
| World Bank |
| Blackwell Publishing |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| Blackwell Publishing |
| Palgrave Macmillan |
| Elsevier |
| Elsevier |
| Academic Press |
| Elsevier |
| Elsevier |
| Taylor and Francis Ltd |
| Elsevier |
| Academic Press |
| Blackwell Publishing |
| Blackwell Publishing |
| Emerald Group Publishing Limited |
| World Bank |
| World Bank |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| World Bank |
| Springer |
| Blackwell Publishing |
| Routledge, part of the Taylor & Francis Group |
| World Bank |
| Oxford Scholarship Online Monographs |
| World Bank |
| World Bank |
| Blackwell Publishing |
| Routledge, part of the Taylor & Francis Group |
| World Bank |
| World Bank |
| Routledge, part of the Taylor & Francis Group |
| Blackwell Publishing |
| Elsevier |
| Blackwell Publishing |
| Springer |
| John Benjamins Publishing Company |
| Adis International |
| Elsevier |
| The latest articles from Diagnostic Pathology (ISSN 1746-1596) published by
BioMed Central |
| Blackwell Publishing |
| Springer |
| Blackwell Publishing |
| Elsevier |
| World Bank |
| World Bank |
| BRILL |
| MAIK Nauka/Interperiodica |
| Elsevier |
| Blackwell Publishing |
| Springer |
| Blackwell Publishing |
| Routledge, part of the Taylor & Francis Group |
| Academic Press |
| Elsevier |
| Oxford Scholarship Online Monographs |
| Blackwell Publishing |
| Routledge, part of the Taylor & Francis Group |
| Blackwell Publishing |
| Palgrave Macmillan |
| Routledge, part of the Taylor & Francis Group |
| Taylor and Francis Ltd |
| Emerald Group Publishing Limited |
| Blackwell Publishing |
| Pan American Health Organization (PAHO) |
| Oxford Scholarship Online Monographs |
| Centre for European Policy Studies |
| Routledge, part of the Taylor & Francis Group |
| Springer |
| Elsevier |
| Taylor and Francis Ltd |
| Springer |
| Elsevier |
| VSP, an imprint of Brill |
| World Bank |
| World Bank |
| Adis International |
| Elsevier |
| IOS Press |
| Springer |
| Blackwell Publishing |
| Elsevier |
| Routledge, part of the Taylor & Francis Group |
| Springer |
| Springer |
| Institute of Physics Publishing |
| Blackwell Publishing |
| Radcliffe Publishing Ltd. |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| Oxford Scholarship Online Monographs |
| Elsevier |
| Taylor and Francis Ltd |
| Springer |
| John Benjamins Publishing Company |
| OECD - Organisation for Economic Co-operation and Development |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| World Bank |
| Oxford Scholarship Online Monographs |
| World Bank |
| MAIK Nauka/Interperiodica |
| MAIK Nauka/Interperiodica |
| MAIK Nauka/Interperiodica |
| MAIK Nauka/Interperiodica |
| MAIK Nauka/Interperiodica |
| MAIK Nauka/Interperiodica |
| MAIK Nauka/Interperiodica |
| MAIK Nauka/Interperiodica |
| Oxford Scholarship Online Monographs |
| Elsevier |
| World Bank |
| Oxford Scholarship Online Monographs |
| Rodopi |
| Springer |
| Elsevier |
| Taylor and Francis Ltd |
| Taylor and Francis Ltd |
| Taylor and Francis Ltd |
| Bentham Science Publishers |
| Taylor and Francis Ltd |
| Elsevier |
| Taylor and Francis Ltd |
| Academic Press |
| Adis International |
| Adis International |
| Adis International |
| Adis International |
| Taylor and Francis Ltd |
| CSF Medical Communications Ltd |
| CSF Medical Communications Ltd |
| CSF Medical Communications Ltd |
| CSF Medical Communications Ltd |
| Adis International |
| Taylor and Francis Ltd |
| Rodopi |
| Oxford Scholarship Online Monographs |
| Elsevier |
| Taylor and Francis Ltd |
| Oxford Scholarship Online Monographs |
| The latest articles from Dynamic Medicine (ISSN 1476-5918) published by
BioMed Central |
| Springer |
| Taylor and Francis Ltd |
| Elsevier |
| We present an ensemble method for concept drift that dynamically creates and removes weighted experts in response to changes in performance. The method, dynamic weighted majority (DWM), uses four mechanisms to cope with concept drift: It trains online learners of the ensemble, it weights those learners based on their performance, it removes them, also based on their performance, and it adds new experts based on the global performance of the ensemble. After an extensive evaluation---consisting of five experiments, eight learners, and thirty data sets that varied in type of target concept, size, presence of noise, and the like---we concluded that DWM outperformed other learners that only incrementally learn concept descriptions, that maintain and use previously encountered examples, and that employ an unweighted, fixed-size ensemble of experts. |
| John Wiley & Sons, Ltd. |
| Springer |