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Supervised learning
Known as:
Fully-supervised machine learning
, Supervised Machine Learning
, Supervised classification
Supervised learning is the machine learning task of inferring a function from labeled training data. The training data consist of a set of training…
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Related topics
Related topics
49 relations
Anomaly detection
Backpropagation
Bias–variance tradeoff
Bioinformatics
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Broader (1)
Machine learning
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2008
2008
Video-Supervised Classification of Sonar Data for Mapping Seafloor Habitat
Grant W. G. Cochrane
2008
Corpus ID: 9794312
A new raster map product called a " seafloor character map " has been developed to describe benthic habitat, and will be produced…
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Highly Cited
2007
Highly Cited
2007
Graph Embedding and Extensions
YanShuicheng
,
Xudong
,
ZhangBenyu
,
ZhangHong-Jiang
,
Yangqiang
,
LinStephen
2007
Corpus ID: 215883565
Over the past few decades, a large family of algorithms—supervised or unsupervised; stemming from statistics or geometry theory…
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2005
2005
Evaluation of Basic Compounding Skills of Pharmacy Students
A. Kadi
,
Donna Francioni-Proffitt
,
M. Hindle
,
W. Soine
American Journal of Pharmaceutical Education
2005
Corpus ID: 55471987
Objective. To evaluate the accuracy of pharmacy students compounding skills. Methods. Potassium permanganate aqueous solution…
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2005
2005
Embedded supervisory control of discrete-event systems
Yue Yang
,
P. Gohari
IEEE International Conference on Automation…
2005
Corpus ID: 31873258
In this paper we propose to implement supervisory control by extending the plant finite state machine (FSM). Plant and supervisor…
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2003
2003
Extracting semantics from data cubes using cube transversals and closures
Alain Casali
,
R. Cicchetti
,
L. Lakhal
Knowledge Discovery and Data Mining
2003
Corpus ID: 16716932
In this paper we propose a lattice-based approach intended for extracting semantics from datacubes: borders of version spaces for…
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2003
2003
OLERA: A Semi-supervised Approach for Web Data Extraction with Visual Support
Chia-Hui Chang
,
Shih-Chien Kuo
2003
Corpus ID: 754469
Information extraction (IE) from semi-structured Web documents plays an important role for a variety of information agents. Over…
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Highly Cited
2001
Highly Cited
2001
Learning with labeled and unlabeled dataMatthias
M. Seeger
2001
Corpus ID: 17263459
2000
2000
Fuzzy Integral for Classification and Feature Extraction
M. Grabisch
2000
Corpus ID: 15003784
We describe in this paper the use of fuzzy integral in problems of supervised classification. The approach, which can be viewed…
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1990
1990
Discriminant analysis and supervised vector quantization for continuous speech recognition
G. Yu
,
W. Russell
,
R. Schwartz
,
J. Makhoul
IEEE International Conference on Acoustics…
1990
Corpus ID: 62375523
Several attempts to improve recognition accuracy with the use of supervised clustering techniques are described. These techniques…
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1982
1982
The first International Polar Year, 1882–83
F. Baker
Polar Record
1982
Corpus ID: 129845559
Karl Weyprecht has left an unforgettable record of polar exploration, but has himself tended to be forgotten. His fame rests not…
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