Обзорные статьи на английском языке
Материал из MachineLearning.
(Различия между версиями)
(→Обработка изображений: Добавлена обзорная статья) |
м (украсил италиком) |
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== Литература == | == Литература == | ||
=== Машинное обучение === | === Машинное обучение === | ||
| - | # A. Jain, P. Duin, | + | # ''A. Jain, P. Duin, J. Mao''. [http://citeseer.ist.psu.edu/284224.html Statistical pattern recognition: A review] // IEEE Transactions on PAMI 22(1), pp. 4-37, 2000. |
| - | # G. Dietterich. [http://citeseer.ist.psu.edu/dietterich97machine.html Machine learning research: Four current directions] // AI Magazine, 18(4):97--136, 1997. | + | # ''G. Dietterich''. [http://citeseer.ist.psu.edu/dietterich97machine.html Machine learning research: Four current directions] // AI Magazine, 18(4):97--136, 1997. |
| - | # S. R. Kulkarni, G. Lugosi, S. S. Venkatesh. [http://www.princeton.edu/~kulkarni/Papers/Journals/j1998_klv_transit.pdf Learning Pattern Classification—A Survey] // IEEE Transactions on Information Theory, Vol. 44, No. 6, October 1998. | + | # ''S. R. Kulkarni, G. Lugosi, S. S. Venkatesh''. [http://www.princeton.edu/~kulkarni/Papers/Journals/j1998_klv_transit.pdf Learning Pattern Classification—A Survey] // IEEE Transactions on Information Theory, Vol. 44, No. 6, October 1998. |
| - | # P. Langley, H. A. Simon. [http://citeseer.ist.psu.edu/langley95applications.html Applications of machine learning and rule induction] // Communications of the ACM. Vol. 38, No. 11, Pp. 54–64, 1995. | + | # ''P. Langley, H. A. Simon''. [http://citeseer.ist.psu.edu/langley95applications.html Applications of machine learning and rule induction] // Communications of the ACM. Vol. 38, No. 11, Pp. 54–64, 1995. |
| - | # S. Thrun, C. Faloutsos, T. Mitchell, L. Wasserman. [http://citeseer.ist.psu.edu/547483.html Automated Learning and Discovery: State-Of-The-Art and Research Topics in a Rapidly Growing Field] // CMU, Pittsburgh, 1998. | + | # ''S. Thrun, C. Faloutsos, T. Mitchell, L. Wasserman''. [http://citeseer.ist.psu.edu/547483.html Automated Learning and Discovery: State-Of-The-Art and Research Topics in a Rapidly Growing Field] // CMU, Pittsburgh, 1998. |
=== Data Mining === | === Data Mining === | ||
=== Обработка изображений === | === Обработка изображений === | ||
| - | # S. Loncaric. [http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.24.138 A survey of shape analysis techniques] // Pattern Recognition, Vol. 31, No. 8, pp. 983-1001, 1998. | + | # ''S. Loncaric''. [http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.24.138 A survey of shape analysis techniques] // Pattern Recognition, Vol. 31, No. 8, pp. 983-1001, 1998. |
| - | # T. Steinherz, E. Rivlin, | + | # ''T. Steinherz, E. Rivlin, N. Intrator''. [http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.38.8209 Offline cursive script word recognition – a survey] // International Journal on Document Analysis and Recognition, Vol. 2, No. 2, pp. 90-100, 1999. |
| - | # A. Vinciarelli. [http://www.idiap.ch/%7Evincia/papers/survey.pdf A survey on off-line cursive script recognition] // Pattern Recognition, Vol. 35, No. 7, pp. 1433-1446, 2002. | + | # ''A. Vinciarelli''. [http://www.idiap.ch/%7Evincia/papers/survey.pdf A survey on off-line cursive script recognition] // Pattern Recognition, Vol. 35, No. 7, pp. 1433-1446, 2002. |
=== Прикладные задачи === | === Прикладные задачи === | ||
Версия 22:09, 6 октября 2008
Данная страница содержит список обзорных статей, рекомендуемых студентам для ознакомления с основными направлениями исследований и англоязычной терминологией в области интеллектуального анализа данных, машинного обучения, распознавания образов.
Содержание |
Литература
Машинное обучение
- A. Jain, P. Duin, J. Mao. Statistical pattern recognition: A review // IEEE Transactions on PAMI 22(1), pp. 4-37, 2000.
- G. Dietterich. Machine learning research: Four current directions // AI Magazine, 18(4):97--136, 1997.
- S. R. Kulkarni, G. Lugosi, S. S. Venkatesh. Learning Pattern Classification—A Survey // IEEE Transactions on Information Theory, Vol. 44, No. 6, October 1998.
- P. Langley, H. A. Simon. Applications of machine learning and rule induction // Communications of the ACM. Vol. 38, No. 11, Pp. 54–64, 1995.
- S. Thrun, C. Faloutsos, T. Mitchell, L. Wasserman. Automated Learning and Discovery: State-Of-The-Art and Research Topics in a Rapidly Growing Field // CMU, Pittsburgh, 1998.
Data Mining
Обработка изображений
- S. Loncaric. A survey of shape analysis techniques // Pattern Recognition, Vol. 31, No. 8, pp. 983-1001, 1998.
- T. Steinherz, E. Rivlin, N. Intrator. Offline cursive script word recognition – a survey // International Journal on Document Analysis and Recognition, Vol. 2, No. 2, pp. 90-100, 1999.
- A. Vinciarelli. A survey on off-line cursive script recognition // Pattern Recognition, Vol. 35, No. 7, pp. 1433-1446, 2002.
