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» Document Classification By Machine: Theory and Practice
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CHI
2007
ACM
14 years 6 months ago
Software design and engineering as a social process
Traditionally, software engineering processes are based on a formalist model that emphasizes strict documentation, procedural and validation standards. Although this is a poor fit...
William A. Stubblefield, Tania L. Carson
CANDC
2009
ACM
13 years 10 months ago
Material inspiration: the practice-led research of a craft artist
A tangible material is a primary element in the everyday creative practice of any craft artist. Although craft artists implicitly understand the expressive aspects of the tangible...
Nithikul Nimkulrat
ICML
2007
IEEE
14 years 6 months ago
On learning with dissimilarity functions
We study the problem of learning a classification task in which only a dissimilarity function of the objects is accessible. That is, data are not represented by feature vectors bu...
Liwei Wang, Cheng Yang, Jufu Feng
NIPS
2004
13 years 7 months ago
Confidence Intervals for the Area Under the ROC Curve
In many applications, good ranking is a highly desirable performance for a classifier. The criterion commonly used to measure the ranking quality of a classification algorithm is ...
Corinna Cortes, Mehryar Mohri
STOC
1993
ACM
117views Algorithms» more  STOC 1993»
13 years 9 months ago
Efficient noise-tolerant learning from statistical queries
In this paper, we study the problem of learning in the presence of classification noise in the probabilistic learning model of Valiant and its variants. In order to identify the cl...
Michael J. Kearns