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Statistical classification
Known as:
Classifier
, Classification (machine learning)
, Classification
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In machine learning and statistics, classification is the problem of identifying to which of a set of categories (sub-populations) a new observation…
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Related topics
Related topics
49 relations
Apache Spark
Automated essay scoring
Beta skeleton
Bias–variance tradeoff
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Broader (1)
Machine learning
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2014
Highly Cited
2014
Pulling Things out of Perspective
Lubor Ladicky
,
Jianbo Shi
,
M. Pollefeys
IEEE Conference on Computer Vision and Pattern…
2014
Corpus ID: 11106957
The limitations of current state-of-the-art methods for single-view depth estimation and semantic segmentations are closely tied…
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Review
2013
Review
2013
An Introduction to Statistical Learning: with Applications in R
D. Witten
2013
Corpus ID: 31693416
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential…
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Highly Cited
2009
Highly Cited
2009
Shape-based recognition of 3D point clouds in urban environments
Aleksey Golovinskiy
,
Vladimir G. Kim
,
T. Funkhouser
IEEE International Conference on Computer Vision
2009
Corpus ID: 557652
This paper investigates the design of a system for recognizing objects in 3D point clouds of urban environments. The system is…
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Review
2007
Review
2007
k-Nearest Neighbour Classifiers
Sarah Jane Delany
2007
Corpus ID: 14186381
Abstract. Perhaps the most straightforward classifier in the arsenal ormachine learning techniques is the Nearest Neighbour Classi…
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Review
2002
Review
2002
Advances in Instance Selection for Instance-Based Learning Algorithms
Henry Brighton
,
C. Mellish
Data mining and knowledge discovery
2002
Corpus ID: 7490486
The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large…
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Highly Cited
2001
Highly Cited
2001
Efficient Iris Recognition through Improvement of Feature Vector and Classifier
Shinyoung Lim
,
Kwanyong Lee
,
O. Byeon
,
Taiyun Kim
2001
Corpus ID: 16818600
In this paper, we propose an efficient method for personal identification by analyzing iris patterns that have a high level of…
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Highly Cited
1999
Highly Cited
1999
Probabilistic prediction models for landslide hazard mapping
C. Chung
,
A. Fabbri
1999
Corpus ID: 13816097
A joint conditional probability model is proposed to represent a measure of a future landslide hazard, and five estimation…
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Highly Cited
1998
Highly Cited
1998
Text Classification Using WordNet Hypernyms
Sam Scott
,
S. Matwin
WordNet@ACL/COLING
1998
Corpus ID: 641472
This paper describes experiments in Machine Learning for text classification using a new representation of text based on WordNet…
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Highly Cited
1990
Highly Cited
1990
Fuzzy supervised classification of remote sensing images
Fangju Wang
1990
Corpus ID: 16727786
A fuzzy supervised classification method in which geographical information is represented as fuzzy sets is described. The…
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Review
1979
Review
1979
Parameter estimation for continuous-time models - A survey
P. Young
at - Automatisierungstechnik
1979
Corpus ID: 7232872
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