| ชื่อเรื่อง | : | A Novel classifier selection approach for adaptive boosting algorithms |
| นักวิจัย | : | Ali, Shawkat. , Dobele, Tony. |
| คำค้น | : | Algorithms. , No affiliation. CQUniversity Research Institute , 700199 Computer software and services not elsewhere classified. , 280201 Expert Systems , Computer programming. , 899999 Information and Communication Services not elsewhere classified. , 8999 Other Information and Communication Services. , 89 Information and Communication Services. , 080105 Expert Systems. , 0801 Artificial Intelligence and Image Processing. , 08 Information and Computing Sciences. , Boosting -- AdaBoostM1 -- Classification -- Rule method |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2550 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/12780 , http://dx.doi.org/10.1109/ICIS.2007.38 , cqu:2816 |
| ที่มา | : | Ali, ABMS & Dobele, T 2007, 'A Novel Classifier Selection Approach for Adaptive Boosting Algorithms', Computer and Information Science, 2007. ICIS 2007. 6th IEEE/ACIS International Conference onpp. 532-536. http://dx.doi.org/10.1109/ICIS.2007.38 (viewed 13/5/08) |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Proceedings of 6th IEEE International Conference on Computer and Information Science (ICIS 2007), Melbourne, Australia, July 11-13 2007. USA : IEEE, 2007. p. 532-536 5 pages Refereed 978076952840 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | Boosting is a general approach for improving classifier performances. In this research we investigated these issues with the latest Boosting algorithm AdaBoostM1. A trial and error classifier feeding with the AdaBoostM1 algorithm is a regular practice for classification tasks in the research community. We provide a novel statistical information-based rule method for unique classifier selection with the AdaBoostM1 algorithm. The solution also verified a wide range of benchmark classification problems. |
| บรรณานุกรม | : |
Ali, Shawkat. , Dobele, Tony. . (2550). A Novel classifier selection approach for adaptive boosting algorithms.
กรุงเทพมหานคร : Central Queensland University, Australia. Ali, Shawkat. , Dobele, Tony. . 2550. "A Novel classifier selection approach for adaptive boosting algorithms".
กรุงเทพมหานคร : Central Queensland University, Australia. Ali, Shawkat. , Dobele, Tony. . "A Novel classifier selection approach for adaptive boosting algorithms."
กรุงเทพมหานคร : Central Queensland University, Australia, 2550. Print. Ali, Shawkat. , Dobele, Tony. . A Novel classifier selection approach for adaptive boosting algorithms. กรุงเทพมหานคร : Central Queensland University, Australia; 2550.
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