About neighborhood counting measure metric and minimum risk metric

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 32, Issue 4, 2010, Pages 763-765

  Argentini, Andrea ^a   Blanzieri, Enrico ^a  

^a UNIVERSITY OF TRENTO   (Italy)

Author keywords

Distance measures; K Nearest Neighbors; Machine learning; MRM; NCM; Pattern recognition

Indexed keywords

COMPUTATIONAL LOADS; DISTANCE MEASURE; EMPIRICAL EVALUATIONS; K-NEAREST NEIGHBORS; K-NN ALGORITHM; MACHINE-LEARNING; MISCLASSIFICATIONS; RUNNING TIME; SIMILARITY MEASURE;

LEARNING SYSTEMS; PAPER; PATTERN RECOGNITION;

SEMICONDUCTOR STORAGE;

EID: 77649273622     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2009.69     Document Type: Review

References (6)

1. E. Blanzieri and F. Ricci, "A Minimum Risk Metric for Nearest Neighbor Classification," Proc. 16th Int'l Conf. Machine Learning, pp. 22-31, 1999.
2. H. Wang, "Nearest Neighbors by Neighborhood Counting," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.28, no.6, pp. 942-953, June 2006, http://doi.ieeecomputersociety.org/10.1109/TPAMI.2006.126
3. S. Mahamud and M. Hebert, "Minimum Risk Distance Measure for Object Recognition," Proc. Int'l Conf. Computer Vision, pp. 242-248, 2003, http://csdl.computer.org/comp/proceedings/iccv/2003/1950/01/195010242.
4. H. Wang, "Personal communication," 2007.
5. I.H. Witten and E. Frank, Data Mining: Practical Machine Learning Tools and Techniques, second ed. Morgan Kaufmann, 2005.
6. A. Argentini and E. Blanzieri, "Neighborhood Counting Measure Metric and Minimum Risk Metric: An Empirical Comparison," Technical Report DISI-08-057, DISI, Univ. of Trento Italy, 2008.