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References
65
[2]
Andrews "Support Vector Machines for Multiple-Instance Learning" Advances in Neural Information Processing Systems 15 (2003)
[3]
Andrews "Multiple-Instance Learning via Disjunctive Programming Boosting" Advances in Neural Information Processing Systems 16 (2004)
[4]
Auer "On Learning from Mult-Instance Examples: Empirical Evaluation of a Theoretical Approach"
[6]
Barnard "Matching Words and Pictures"
[8]
Bi "Dimensionality Reduction via Sparse Support Vector Machines" J. Machine Learning Research (2003)
[9]
Blake (1998)
[11]
Bagging Predictors

Leo Breiman

Machine Learning 10.1023/a:1018054314350
[16]
Chen "Image Categorization by Learning and Reasoning with Regions" J. Machine Learning Research (2004)
[17]
Csurka "Visual Categorization with Bags of Keypoints"
[19]
Solving the multiple instance problem with axis-parallel rectangles

Thomas G. Dietterich, Richard H. Lathrop, Tomás Lozano-Pérez

Artificial Intelligence 10.1016/s0004-3702(96)00034-3
[21]
Object class recognition by unsupervised scale-invariant learning

R. Fergus, P. Perona, A. Zisserman

2003 IEEE Computer Society Conference on Computer... 10.1109/cvpr.2003.1211479
[22]
Gärtner "Multi-Instance Kernels"
[24]
(1999)
[26]
Kadir "Scale, Saliency and Image Description"
[29]
Wrappers for feature subset selection

Ron Kohavi, George H. John

Artificial Intelligence 10.1016/s0004-3702(97)00043-x
[35]
Maron "A Framework for Multiple-Instance Learning" Advances in Neural Information Processing Systems 10 (1998)
[36]
Maron (1998)
[37]
Maron "Multiple-Instance Learning for Natural Scene Classification"
[38]
Scale & Affine Invariant Interest Point Detectors

Krystian Mikolajczyk, Cordelia Schmid

International Journal of Computer Vision 10.1023/b:visi.0000027790.02288.f2
[40]
Example-based object detection in images by components

A. Mohan, C. Papageorgiou, T. Poggio

IEEE Transactions on Pattern Analysis and Machine... 10.1109/34.917571
[43]
Ramon "Multi Instance Neural Networks"
[44]
Supervised versus multiple instance learning

Soumya Ray, Mark Craven

Proceedings of the 22nd international conference o... 10.1145/1102351.1102439
[46]
Ruffo (2000)
[48]
Sivic "Discovering Object Categories in Image Collections"

Showing 50 of 65 references

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Citations
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Details
Published
Dec 01, 2006
Vol/Issue
28(12)
Pages
1931-1947
License
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Cite This Article
Yixin Chen, Jinbo Bi, J.Z. Wang (2006). MILES: Multiple-Instance Learning via Embedded Instance Selection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(12), 1931-1947. https://doi.org/10.1109/tpami.2006.248