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Keyword

supervised classification

Description: A machine-learning method that assigns data to predefined classes using examples labeled with their known categories.
OpenAlex ID: keywords/supervised-classification
Gene expression profiling predicts clinical outcome of breast cancer
2002 · Laura J. van 't Veer, Hongyue Dai, et al. · Nature · 9,537
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Extremely randomized trees
2006 · Pierre Geurts, Damien Ernst, et al. · Machine Learning · 9,208
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Statistical pattern recognition: a review
2000 · A.K. Jain, P.W. Duin, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 6,783
Bayesian Network Classifiers
1997 · Nir Friedman, Dan Geiger, et al. · Machine Learning · 4,745
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Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms
1998 · Thomas G. Dietterich · Neural Computation · 3,807
Multivariate Data Analysis
2017 · Srikanta Mishra, Akhil Datta-Gupta · Elsevier eBooks · 2,997
Remote Sensing Digital Image Analysis: An Introduction
1999 · John A. Richards · 2,866
Global land cover mapping from MODIS: algorithms and early results
2002 · M.A Friedl, D.K McIver, et al. · Remote Sensing of Environment · 2,680
Machine learning: a review of classification and combining techniques
2006 · S. B. Kotsiantis, I. D. Zaharakis, et al. · Artificial Intelligence Review · 1,581
Self-taught learning
2007 · Rajat Raina, Alexis Battle, et al. · International Conference on Machine Learning · 1,514
Benchmarking attribute selection techniques for discrete class data mining
2003 · M.A. Hall, G. Holmes · IEEE Transactions on Knowledge and Data Engineering · 1,233
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Monitoring US agriculture: the US Department of Agriculture, National Agricultural Statistics Service, Cropland Data Layer Program
2011 · Claire Boryan, Zhengwei Yang, et al. · Geocarto International · 1,207
Satellite remote sensing of wetlands
2002 · Stacy L. Ozesmi, Marvin E. Bauer · Wetlands Ecology and Management · 1,096
Deep learning classifiers for hyperspectral imaging: A review
2019 · M.E. Paoletti, J.M. Haut, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 1,080
Pattern Recognition Principles
2024 · Taskin Kavzoglu, Brandt Tso, et al. · CRC Press eBooks · 1,053
Accuracy Assessment of Land Use/Land Cover Classification Using Remote Sensing and GIS
2017 · Sophia S. Rwanga, J. M. Ndambuki · International Journal of Geosciences · 989
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Idiot's Bayes: Not So Stupid after All?
2001 · David J. Hand, Keming Yu · International Statistical Review · 976
Remote sensing and GIS for mapping and monitoring land cover and land-use changes in the Northwestern coastal zone of Egypt
2006 · Adel Shalaby, Ryutaro Tateishi · Applied Geography · 904
A review of supervised object-based land-cover image classification
2017 · Lei Ma, Manchun Li, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 902
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Machine learning in bioinformatics
2006 · Pedro Larrañaga, Borja Calvo, et al. · Briefings in Bioinformatics · 865
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New insights into the classification and nomenclature of cortical GABAergic interneurons
2013 · Javier DeFelipe, Pedro L. López-Cruz, et al. · Nature reviews. Neuroscience · 833
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Analyzing Microarray Gene Expression Data
2004 · Geoffrey J. McLachlan, Kim‐Anh Do, et al. · Wiley series in probability and statistics · 826
Retinal Blood Vessel Segmentation Using Line Operators and Support Vector Classification
2007 · Elisa Ricci, Renzo Perfetti · IEEE Transactions on Medical Imaging · 818
Physical Human Activity Recognition Using Wearable Sensors
2015 · Ferhat Attal, Samer Mohammed, et al. · Sensors · 800
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Classification and clustering via dictionary learning with structured incoherence and shared features
2010 · Ignacio Ramirez, Pablo Sprechmann, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 762
Works count: 14,480
Citation count: 213,300
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