DOI: 10.1109/tsmcc.2012.2220963. Neural Network-Based Active Learning in Multivariate Calibration

Neural Network-Based Active Learning in Multivariate Calibration

10.1109/tsmcc.2012.2220963

Crossref journal-article

Institute of Electrical and Electronics Engineers (IEEE)

IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) (263)

Bibliography

Ukil, A., & Bernasconi, J. (2012). Neural Network-Based Active Learning in Multivariate Calibration. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 42(6), 1763â1771.

Authors 2

Abhisek Ukil (first)
Jakob Bernasconi (additional)

References 25 Referenced 10

10.1255/jnirs.23
10.1016/j.chemolab.2007.04.006
10.1007/s00521-008-0213-3
10.2477/jccj.2.33
{'key': 'ref14', 'author': 'eriksson', 'year': '2008', 'journal-title': 'Design of Experiments Principles and Applications'} / Design of Experiments Principles and Applications by eriksson (2008)
{'key': 'ref15', 'first-page': '18', 'article-title': 'Adaptive design of experiments', 'volume': '1', 'author': 'bernasconi', 'year': '1998', 'journal-title': 'Informatik Informatique'} / Informatik Informatique / Adaptive design of experiments by bernasconi (1998)
10.1162/neco.1992.4.4.590
10.1109/TSMCB.2009.2013197 / IEEE Trans Syst Man Cybern B Cybern / Unsupervised active learning based on hierarchical graph-theoretic clustering by hu (2009)
10.1109/TSMCB.2010.2042445
10.1109/TSMCA.2006.878985
{'key': 'ref4', 'year': '0', 'journal-title': 'Thermo Scientific (2004) “GRAMS®Spectroscopy Software Suite ”'} / Thermo Scientific (2004) “GRAMS®Spectroscopy Software Suite ” (0)
10.1109/JSEN.2009.2038124
{'key': 'ref6', 'year': '0', 'journal-title': 'ABB (2011) “HORIZON MBTM FT-IR Software ”'} / ABB (2011) “HORIZON MBTM FT-IR Software ” (0)
{'key': 'ref5', 'year': '0', 'journal-title': 'Camo (2007) “The Unscrambler®9 7 ”'} / Camo (2007) “The Unscrambler®9 7 ” (0)
10.1039/a805562i
10.1255/jnirs.1
10.1016/S0165-9936(02)00404-1
10.1016/j.chemolab.2003.10.008
10.1002/0470863242 / Chemometrics Data analysis for the laboratory and chemical plant by brereton (2003)
{'key': 'ref20', 'first-page': '231', 'article-title': 'Neural network ensembles, cross validation, and active learning', 'author': 'krogh', 'year': '1995', 'journal-title': 'Advances in neural information processing systems'} / Advances in neural information processing systems / Neural network ensembles, cross validation, and active learning by krogh (1995)
{'key': 'ref22', 'author': 'haykin', 'year': '1994', 'journal-title': 'Neural Networks A Comprehensive Foundation'} / Neural Networks A Comprehensive Foundation by haykin (1994)
{'key': 'ref21', 'first-page': '119', 'article-title': 'Different criteria for active learning in neural networks: A comparative study', 'author': 'poland', 'year': '2002', 'journal-title': 'Proc Eur Symp Artif Neural Netw'} / Proc Eur Symp Artif Neural Netw / Different criteria for active learning in neural networks: A comparative study by poland (2002)
{'key': 'ref24', 'article-title': 'Tecator dataset', 'year': '0', 'journal-title': 'Carnegie Mellon University'} / Carnegie Mellon University / Tecator dataset (0)
10.1007/978-3-540-73170-2 / Intelligent Systems and Signal Processing in Power Engineering by ukil (2007)
{'key': 'ref25', 'year': '0'} (0)

Dates

Type	When
Created	12 years, 8 months ago (Dec. 21, 2012, 2:04 p.m.)
Deposited	2 years, 1 month ago (June 27, 2023, 10:40 p.m.)
Indexed	1 day, 9 hours ago (Aug. 20, 2025, 8:24 a.m.)
Issued	12 years, 9 months ago (Nov. 1, 2012)
Published	12 years, 9 months ago (Nov. 1, 2012)
Published Print	12 years, 9 months ago (Nov. 1, 2012)

Funders 0

None

BibTeX

@article{Ukil_2012, title={Neural Network-Based Active Learning in Multivariate Calibration}, volume={42}, ISSN={1558-2442}, url={http://dx.doi.org/10.1109/tsmcc.2012.2220963}, DOI={10.1109/tsmcc.2012.2220963}, number={6}, journal={IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Ukil, Abhisek and Bernasconi, Jakob}, year={2012}, month=nov, pages={1763–1771} }

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