See this document in CiteSeerX!

Multiple-Instance Learning of Real-Valued Data (2001)  (Make Corrections)  (7 citations)
Robert A. Amar, Daniel R. Dooly, Sally A. Goldman, Qi Zhang
Proc. 18th International Conf. on Machine Learning



  Home/Search   Context   Related

 
View or download:
wustl.edu/~sg/realmulti.ps
Cached:  PS.gz  PS  PDF   Image  Update  Help

From:  wustl.edu/~sg/i....html#recentpub (more)
(Enter author homepages)

Rate this article: (best)
  Comment on this article  
(Enter summary)

Abstract: Most prior work on multiple-instance learning (Update)


Context of citations to this paper:   More

...formulation of the multi instance regression task is NP hard, and proposed an EM based multi instance regression algorithm. Amar et al. [1] extended Diverse Density for multi instance regression and designed a method for artificially generating data sets for multi learning...

Cited by:   More
Multi-Instance Learning Based Web Mining - Zhi-Hua Zhou Kai   (Correct)
Ensembles of Multi-Instance Learners - Zhou, Zhang (2003)   (Correct)
Neural Networks for Multi-Instance Learning - Zhou, Zhang (2002)   (Correct)

Similar documents (at the sentence level):
39.9%:   Journal of Machine Learning Research 3 (2002) 651-678.. - Daniel Dooly Ddooly   (Correct)

Active bibliography (related documents):   More   All
0.6:   Solving the Multiple-Instance Problem with.. - Dietterich, Lathrop, .. (1997)   (Correct)
0.4:   EM-DD: An Improved Multiple-Instance Learning Technique.. - Zhang, Goldman (2001)   (Correct)
0.3:   EM-DD: An Improved Multiple-Instance Learning Technique - Zhang, Goldman (2001)   (Correct)

Similar documents based on text:   More   All
0.5:   Applying Propositional Learning Algorithms to Multi-Instance Data - Frank, Xu (2003)   (Correct)
0.4:   Multiple Instance Regression - Ray, Page (2001)   (Correct)
0.3:   Solving the Musk Problem with Alkemy - Kee Siong Ng   (Correct)

Related documents from co-citation:   More   All
6:   Multiple Instance Regression - Ray, Page - 2001
6:   A framework for Multiple-Instance learning - Maron, Lozano-P'erez - 1998
6:   Multiple-Instance Learning for Natural Scene Classification - Maron, LakshmiRatan - 1998

BibTeX entry:   (Update)

Amar, R.A., Dooly, D.R., Goldman, S.A. & Zhang, Q. (2001). Multiple-Instance Learning of Real-Valued Data. Proceedings 18th International Conference on Machine Learning, to appear. San Francisco, CA: Morgan Kaufmann. http://citeseer.ist.psu.edu/amar01multipleinstance.html   More

@inproceedings{ amar01multipleinstance,
    author = "Robert A. Amar and Daniel R. Dooly and Sally A. Goldman and Qi Zhang",
    title = "Multiple-Instance Learning of Real-Valued Data",
    booktitle = "Proc. 18th International Conf. on Machine Learning",
    publisher = "Morgan Kaufmann, San Francisco, CA",
    pages = "3--10",
    year = "2001",
    url = "citeseer.ist.psu.edu/amar01multipleinstance.html" }
Citations (may not include all citations):
35   Multiple-instance learning for natural scene classication - Maron, Ratan - 1998
31   San Francisco (context) - th, on et al. - 1980
27   A framework for multiple-instance learning - Maron, Lozano-P - 1998
17   Learning from Ambiguity - Maron - 1998
6   Compass: A shapebased machine learning tool for drug design (context) - Jain, Dietterich et al. - 1994
3   On learning from mult-instance examples: Empirical evaluatio.. (context) - Auer - 1997
2   New aromatic musk odorants: Design and synthesis (context) - Fehr, Galindo et al. - 1989
1   Solving the MultipleInstance Learning Problem: A Lazy Learni.. (context) - dissertation, Computer et al. - 2000



The graph only includes citing articles where the year of publication is known.


Documents on the same site (http://siesta.cs.wustl.edu/~sg/index.html#recentpub):   More
Enhancing Supervised Learning with Unlabeled Data - Goldman, Zhou (2000)   (Correct)
EM-DD: An Improved Multiple-Instance Learning Technique.. - Zhang, Goldman (2001)   (Correct)
Content-Based Image Retrieval Using Multiple-Instance.. - Zhang, Goldman, Yu, Fritts (2002)   (Correct)

Online articles have much greater impact   More about CiteSeer.IST   Add search form to your site   Submit documents   Feedback  

CiteSeer.IST - Copyright Penn State and NEC